Arm Ventures into Physical Silicon: A New Era in AI and Data Center Computing
In a bold strategic move, Arm, the UK-based chip design powerhouse renowned for its dominant architecture in mobile and data center markets, has announced its entry into manufacturing physical silicon. Historically operating as a licensor, Arm is now stepping into the hardware fabrication arena, producing its own chips targeted at the burgeoning artificial intelligence (AI) landscape, especially in data centers.
For over 35 years, Arm has thrived by licensing its architecture and instruction set to major chip manufacturers such as Apple, Nvidia, Qualcomm, and many others. This model provided a flexible, low-power alternative to traditional x86 architectures by Intel and AMD, enabling a vast ecosystem of highly customized chips with royalty-based revenue streams. From early deals with Apple and Texas Instruments to the Neoverse platform launched in 2018, Arm's architecture became a staple in mobile devices and, increasingly, in data centers.
Amazon was one of the early adopters of Arm for data center innovation, launching its custom Graviton processors based on Arm's Neoverse platform. To date, over 1.25 billion chips based on Arm architecture have shipped into data centers, underpinning the infrastructure of leading hyperscalers and cloud providers. These successes set the stage for Arm's latest leap: moving from licensor to chip manufacturer.
Arm's architectural expertise now culminates in a new, in-house CPU specifically engineered for the AGI (Artificial General Intelligence) era. Dubbed the Arm AGI, this processor is optimized for inference tasks that require high performance coupled with low power consumption. Its design philosophy emphasizes ruthless optimization for AI workloads, enabling it to process vast amounts of data efficiently.
Meta (formerly Facebook) has been the initial customer, signaling confidence in this new hardware's capabilities. Meta's support underscores the strategic importance of supply chain diversification; by collaborating directly with Arm on silicon production, Meta aims to secure more control and flexibility over its AI infrastructure.
Building the Silicon: State-of-the-Art Facilities in Austin
The development of this groundbreaking chip has been supported by an exclusive, $71 million dedicated lab in Austin, Texas, constructed in less than two years. This state-of-the-art facility houses advanced testing and validation equipment, where engineers are actively working on optimizing and qualifying the silicon. The process involves multiple stages—from early validation on prototype boards to integration into server racks for real-world testing.
Within this facility, hundreds of cores in a single chip act in tandem, with configurations capable of accessing all memory and supporting intensive database workloads. Up to 64 of these CPUs can be combined to form large-scale, high-density server configurations, offering up to 87,000 cores in a single rack.
Performance and Power Efficiency: The Promise of the AGI Chip
Arm's CEO Mohamed Awad emphasizes that the essence of this new CPU is efficiency—delivering twice the performance per watt compared to traditional x86 servers. This critical advantage addresses the power constraints faced by data centers worldwide. As AI workloads explode, requiring ever more computational capacity, the AGI chip aims to provide scalable, energy-efficient performance.
The chip's design intentionally omits legacy support to keep silicon overhead low, focusing solely on AI-centric tasks. This approach enables partnerships with cloud giants like Meta, Google, and Microsoft to deploy pipelines that are highly optimized for AGI models, with anticipated widespread adoption as the technology matures.
Supply Chain and Manufacturing Strategy
Currently fabbed at TSMC's cutting-edge three-nanometer process, the chips are produced in Taiwan, though Arm has plans to manufacture domestically in the United States once TSMC's new Arizona facility is operational. Arm's manufacturing flexibility is a key strategic asset, ensuring the availability of critical wafer capacity amid industry-wide shortages.
The supply chain considerations are crucial, given the heightened demand for advanced process nodes and memory components needed for AI chips. Arm’s long-standing relationships with TSMC give it confidence in meeting future production targets.
Market Reception and Industry Reactions
Arm’s entry into physical silicon has received a mostly positive reception from its ecosystem. Highly supportive customers like AWS, Google, Nvidia, and Microsoft have publicly endorsed the move, seeing it as a positive development for the industry’s diversification and innovation.
However, not all players are immediately onboard. Qualcomm, a major licensee of Arm architecture, is notably absent from the initial wave of support, despite its ongoing legal disputes and plans to develop its own Arm-based server processors. AMD, another key player leveraging Arm IP in embedded and FPGA markets, remains an important partner and competitor—predictably watching Arm's in-house efforts with cautious optimism.
This strategic shift signifies a historic moment — Arm transforming from a purely licensor to a direct chip manufacturer. The move aligns with the rising power of AI, where specialized, high-efficiency chips are increasingly critical. For existing and future customers, this means more options, enhanced supply security, and potentially, a new wave of innovation.
Furthermore, with demand for AI computing power skyrocketing—Meta alone plans to spend over $115 billion on AI by 2026—Arm’s new CPU positioning could reshape the data center landscape, enabling unprecedented scaling while managing power consumption effectively.
Arm's silicon is already in the testing phase, with production slated to commence later this year. As it proves its performance and reliability at scale, it is poised to become a significant component of future AI infrastructure. The company’s vision is to make its chips accessible globally, including in China, where export controls are more relaxed, opening additional markets.
In closing, Arm’s bold entry into physical silicon manufacturing marks a new chapter not only for the company but for the entire data center and AI ecosystem — one driven by innovation, diversification, and energy efficiency. As big tech firms adopt this new architecture, the very foundations of computational infrastructure are set for a dramatic transformation.
Your hourly rate is a liability in a world where machines never sleep and improve exponentially. If you're still thinking about how many hours you can bill, you're already behind.
Read my last post on InLeo to learn the three-part framework for positioning yourself in this shift.
Spot on—our brains thrive on deliberate, quality practice over endless hours, much like neuroplasticity demands focused reps to rewire pathways. Machines scale volume; we scale intent. What's your framework highlight?
Breaking Bad fans are getting a massive treat because an oral history book is coming out and Dean Norris says it is dropping in 2026, it is going to have all the behind the scenes stories and secrets that we never heard about before, really geeky stuff only for hard core fans of the series, it feels like I am back in Albuquerque just thinking about it, that show is still the goat and getting more context from the actors is dope, I cannot wait to read about all the slip ups and the crazy stuff that went down while they were filming. Read More in ➡️ #linkincomments
#breakingbad, #deannorris, #tvonleo, #skiptvadsthread, #skp
Hey community, how's everyone?
Last months have been a blessing for us.
My wife and I welcomed our 1st child 2 weeks ago :)
Hope you all have a wonderful week.
#inleo
Unchosen is coming to Netflix in April 2026, and the trailer looks like a pretty dark psychological cult drama, it stars Asa Butterfield and Molly Windsor as a woman trying to escape a religious sect ⛪, the vibe is legit heavy and disturbing, basically it is about her dangerous journey toward freedom, for real though, this miniseries looks solid and intense ⛓️
#unchosen, #netflix, #tvonleo, #skiptvadsthread
The Evolving Discourse on "Trap" in the Western Anime Community: Clarifying Its Meaning and Addressing Misconceptions
The term "trap" has long been a contentious issue within the Western anime community, morphing from a seemingly innocuous descriptor into a loaded, often politicized label. Originally coined by Western fans—particularly those on 4chan—the word has come to carry complex connotations, some of which distort its true meaning and utility. This article explores the origins, precise definition, aesthetic principles, and socio-political implications surrounding "trap," aiming to clarify misconceptions and advocate for proper usage.
The Origins of "Trap": A Cultural and Aesthetic Concept
"Trap" was coined by Western anime fans to describe characters who are androgynous cross-dressers—typically female characters who dress or present themselves in a manner that suggests a different gender than their biological sex. A common shorthand on 4chan might be: "Draw a girl, say it's a boy," indicating characters whose aesthetic presentation contradicts their biological sex to create a "trick" for the observer.
However, this definition, while simple, overlooks deeper aesthetic and narrative layers. The core of "trap" is rooted in visual cues, particularly from anime's distinctive aesthetic principle—most notably, the design of eyes. In anime, eyes serve as a key indicator of gender and age. For example:
Children and youthful characters often have large eyes to evoke innocence.
Mature female characters tend to retain large eyes, whereas adult males usually have smaller, more subdued eyes.
Deviations from these norms—such as a male character with large, feminine eyes—are deliberate aesthetic choices, often used to evoke innocence or naivety.
"Trap" characters, therefore, are those who deliberately violate these aesthetic cues, presenting a visual identity aligned more with femininity—large eyes, feminine clothing—yet are revealed to be biologically male through narrative confirmation.
Aesthetic Principles and Narrative Contradictions
Understanding "trap" necessitates recognizing the Aesthetic Principle ingrained in anime:
Gender identification is generally aesthetic: large eyes are associated with females, small eyes with males.
"Trap" characters intentionally contradict this principle—appearing visually as females but confirmed via plot or character background to be male.
This deliberate contradiction is a narrative device—a stratagem to "trick" the audience, hence the term "trap".
Reverse traps are the opposite—a female character mistaken for a male, exemplified by Haruhi from Ouran High School Host Club, where her masculine attire and features initially suggest she is male. These characters tend to have smaller eyes compared to traditional female characters, providing viewers clearer visual clues.
Tomboy or androgynous characters who simply act masculine or dress in masculine styles, without aesthetic contradictions, do not meet the strict definition of "trap." Similarly, characters like Yuu Kashima from Gekkan Shoujo Nozaki-kun, who display male aesthetics but exhibit male characteristics, are better viewed as crossdressers rather than traps.
The Etymology and Philosophical Roots
The contradiction at the heart of "trap" characters originates from the divergence between aesthetic perception and narrative identity, akin to a metaphysical paradox:
This perceived duality causes cognitive dissonance because, in reality, everything must have a definite nature—either male or female, not both simultaneously—according to metaphysical law. This is why the "trap" archetype is effective as a device—it's designed to deliberately deceive the viewer's subconscious aesthetic recognition.
"Trap" vs. Transgender Identity: Clarifying the Difference
A significant societal discourse surrounds whether the term "trap" is inherently transphobic, especially given its misuse in real-world contexts to refer pejoratively to transgender individuals.
In fiction, a "trap" character merely visualizes a deliberate aesthetic- narrative contradiction.
In reality, transgender individuals seek authentic self-expression and identity affirmation—not deception or trickery.
Misapplication of "trap" to real trans people fuels misinformation and harmful stereotypes. When people use "trap" as a shorthand for "someone pretending to be a different gender" with malicious intent, it becomes a microaggression or worse, a slur.
In this sense, "trap" is not inherently transphobic—its original purpose pertains exclusively to fictional characters. Problems arise only when the term is misused to label or demean real transgender individuals.
The Danger of Misusing "Trap" and the Call for Education
The widespread misapplication of "trap" has led many to see it as a slur, and some communities advocate abolishing its use altogether. However, forbidding the term ignores its precise epistemological definition and utility:
"It is the deliberate contradiction between the aesthetic and the narrative of a fictional character, used to deceive the audience."
Educating fans about this foundational meaning is more constructive than outright censorship. The goal should be to restrict "trap" to fictional contexts and discourage its use as an insult or label for real persons.
Proper Alternatives and the Risk of Cultural Misappropriation
Some suggest replacing "trap" with Japanese terms like "Otokonoko" or "Josou":
"Josou" relates to cross-dressing or performing gender roles—a broad activity not necessarily related to subverting aesthetic cues.
"Otokonoko" refers to male cross-dressers—often with fetishistic connotations—less suitable as a neutral term.
Importantly, these Japanese terms originate from different cultural contexts and subcultures, and their use in the West does not imply the same aesthetic and narrative conflict underpinning "trap."
Thus, adopting these words as direct replacements risks watering down or obscuring the original concept.
Differentiating "Trap" From Transgender and Intersex Characters
It is crucial to distinguish "trap" characters from actual trans or intersex characters:
A character like Felix from Re:Zero exemplifies this: they aesthetically look feminine but self-identify as male (trans character), whereas a trap would be a character aesthetically feminine but biologically male with no indication of self-recognition.
Conclusion: The Path Forward
The discussion underscores the importance of precise language:
"Trap" should be strictly used for fictional characters engaging in deliberate aesthetic-narrative contradictions.
Misusing the term to describe real trans individuals is harmful, misleading, and irresponsible.
Education about the aesthetic principles and narrative motives behind traps can foster better understanding and respect.
Finally, the community must acknowledge that the original meaning of "trap" remains valid—a storytelling device—and that clarity and respect are key to preventing misunderstandings. When understood correctly, the word retains its analytical utility without devolving into slurs or misinformation.
"Only fictional characters can be traps."
By adhering to this principle, fans can better appreciate the aesthetic nuances of anime and respect the dignity of real individuals, fostering a more inclusive and educated community.
This article aims to clarify the core concepts and promote respectful discourse on the topic. It is based on thorough analysis of terminology, aesthetic principles, and societal implications surrounding "trap" in anime fandoms.
The Illusion of Humanitarian Aid: Cuba, Convoys, and the Farce of Solidarity
A Country in Crisis: The Harsh Reality of Cuba
Cuba, long besieged by economic hardship and political isolation, faces a mounting humanitarian crisis. Reports from Human Rights Watch paint a grim picture: the nation is experiencing its third nationwide blackout within a month, with most citizens living without reliable access to drinking water. Hospitals, already strained beyond capacity, are struggling to operate safely due to power shortages and shortages of essential medicines, some of which have to be refrigerated under unstable conditions. Meanwhile, garbage accumulates in streets, and basic goods become increasingly scarce, making everyday life a desperate struggle for the average Cuban.
This dire situation underscores a systemic failure rooted in decades of economic mismanagement under the communist regime, compounded by international sanctions and the collapsing support of erstwhile benefactors like Venezuela. Yet, amidst the darkness and decay, a strange spectacle unfolds—an international convoy of left-wing activists, politicians, and celebrities flocking to Havana with the claimed intent of providing humanitarian aid.
The Symbolic Mission: Convoys and Political Propaganda
The so-called Newestra America convoy was presented as an altruistic effort to break Cuba’s blockade and demonstrate international solidarity. Led by organizations like Code Pink and Progressive International—both with deep ties to leftist political movements—the convoy was staffed by notable figures: Irish EDM rap group Kneecap, known for their controversial links to Hezbollah sympathies; Hassan Jeremy Corbin, a Twitch streamer and descendant of the former UK Labour leader; and prominent left-wing activists including Jodie Evans of Code Pink.
The convoy’s supporters include high-profile figures such as Rep. Rashida Tlaib and climate activist Greta Thunberg, who lend cultural legitimacy to what some critics see as a performative spectacle. The presence of Mariela Castro, daughter of Raul Castro and a Cuban government deputy, on their advisory council, raises further questions about the political motives behind the trip, exposing the convoy as not merely a humanitarian effort but a carefully orchestrated political statement with connections to the very regime it claims to oppose.
Perhaps most egregious is where the convoy members chose to stay during their brief stay in Havana. Instead of modest accommodations, many stayed at the Grand Hotel Bristol Malia Collection, a luxurious five-star hotel with rooms costing well over $100 per night—more than five months’ wages for the average Cuban worker. Critics immediately called out this hypocrisy, pointing out that their comfort starkly contrasts with the daily struggles faced by ordinary Cubans who live without electricity for hours or miss out on essential medicines.
Defending their choice, Hassan Corbin claimed U.S. laws restricted where Americans could stay, a claim quickly debunked by fact-checkers clarifying that U.S. regulations prohibit Americans from staying at Cuban military or government-owned venues—as opposed to requiring stays in luxury hotels. Meanwhile, outside the hotel, a local stood in darkness, highlighting the ongoing blackout affecting most of the population.
The most revealing aspect of this spectacle was the concert performed by Kneecap on March 21st, coinciding with Cuba’s third blackout of the month, which reportedly happened during the show. The contrast couldn’t be starker. Cuba’s centrally planned electrical grid is under state control, meaning the regime chooses where to allocate power. While a luxury hotel and a concert venue enjoyed uninterrupted electricity supplied by private generators, hundreds of thousands of Cubans endured hours-long blackouts, missing out on basic services.
This was not a failure of the free market but a deliberate choice by the regime prioritizing optics over its citizens’ needs. The regime’s electrical decisions during the concert—keeping some venues lit—highlighted a propaganda stunt designed to project strength and unity, rather than genuine concern for public welfare.
The Paltry Aid and Its Dubious Distribution
The convoy did deliver some supplies—20 tons of medical equipment, food, and solar panels valued at approximately $570,000. However, when viewed in the context of Cuba’s 11 million inhabitants, the aid amounts to mere crumbs—a negligible gesture akin to a drop in the ocean. The actual impact on alleviating Cuba’s shortages is practically nonexistent.
More concerning is the lack of transparency regarding the distribution process. Cuba’s tightly controlled state apparatus manages all logistics including hospitals, warehouses, and aid distribution channels. Without independent oversight, there is little reason to believe the aid will reach those most in need, as history repeatedly shows the Cuban government redirects foreign aid into state-controlled markets, often selling supplies for profit instead of distributing them freely to the populace.
NBC News gained a rare glimpse inside one of Cuba’s better-equipped hospitals, the Institute of Hematology and Immunology, yet even there, the strain of shortages was evident. Power outages occur multiple times a day, often lasting hours, putting lives at risk. Lab operations have been curtailed to conserve fuel, and some medicines risk spoilage due to unreliable refrigeration—yet officials claimed no patient deaths have been reported directly from the blackouts.
This sanitized view leaves out the suffering in less equipped facilities, where conditions are undoubtedly more dire. The ongoing blackouts, shortages, and aging infrastructure paint a stark portrait of a healthcare system on the brink and an entire nation teetering under the weight of decades of economic decay.
The Historical Pattern: From Soviet Support to Present
The absurdity of these “humanitarian” missions echoes a long history of regimes using access and propaganda to mask failures. During Stalin’s era, Western journalists like Walter Duranty often chose privileged access over truth, covering up mass famines and atrocities committed under the guise of glorifying the Soviet system. Modern-day figures like Hassan Corbin employ similar tactics—using social media and celebrity influence to obscure reality.
The comparison is apt: just as Duranty’s reports helped legitimize the Soviet Union’s brutality, the current convoy’s spectacle reinforces the narrative that external support can revive a collapsing system. Yet, history shows that these regimes remain dependent on external subsidies—from the Soviet Union to Venezuela—and have never successfully stood on their own.
The Core Reality: A State in Decline
Cuba’s consistent economic dependency underscores a fundamental weakness in its ideology. The regime’s claim of self-determination and anti-imperialism has been a perpetual myth—built on subsidies from external powers that sustain its economy only temporarily. When these externalities vanish, as with the Soviet Union’s collapse or Venezuela’s oil crisis, Cuba reverts to chaos and collapse.
This highlights that the crisis is rooted not solely in external sanctions but in the inherent flaws of the centrally planned, investment-dependent economy. The ongoing suffering is a consequence of decades of failed economic policies, not merely a blockade.
Final Verdict: A Charade of Solidarity
In sum, the so-called humanitarian convoy achieved little more than symbolic gestures and a boost to regime propaganda. Their aid was minimal and unlikely to reach those in need. They stayed in luxury while ordinary Cubans suffer blackouts and shortages. Their concert, held amid a blackout, underscored the regime’s priorities—public spectacle and ideological posturing—over genuine aid or reform.
The broader message is clear: the real crisis lies in Cuba’s unchecked dependence on external subsidies and its failed political economy. The convoy’s superficial support only masks these deeper issues, turning Cuba into a stage for ideological theater rather than a place of genuine aid and improvement.
Are these influencers merely useful or malicious? The answer depends on your perspective—and whether you believe a spectacle for social media can genuinely substitute for real change. Either way, Cuba’s suffering continues unabated, and the question remains: when will the world prioritize truth over theatricality?
By Andrew Shine, in the ongoing saga of geopolitics and propaganda.
Daredevil Born Again Season 2 Episode 1 is packed with so many MCU easter eggs it is insane, they are finally tying this into the bigger movie world with some crazy nods to the past, watching Matt Murdock back in action feels refreshing like something different, the way they reference the old Netflix days while keeping it fresh is exactly what I wanted from the return of the Devil of Hell's Kitchen, it is not just some cheap walk down memory lane, it actually feels like it belongs in the current timeline and has me hyped for what is coming next. Read More in ➡️ #linkincomments
#daredevil, #charlierox, #mcu, #marvel, #tvonleo, #skiptvadsthread, #skp
The history of the US income tax is a lesson for all.
It was "sold" as being only a tax for the rich. People were told that only a small fraction of the population would pay (the wealthy). For a period of time, that was true.
Today, about half the population pays income tax. How did it go from half a percent to half the working population? The answer lies in what is rich I guess. They kept moving the limits for qualification down lower.
Hence, a billionaire wealth tax will eventually move down to those who have millions of net worth. This might sound like a lot until they go after 401K and other retirement assets.
Spot on - mission creep is the real story behind most taxes. Started as a tool for the elite, now it's baked into everyday life. Makes you think twice about any new "wealth" tax proposals, especially eyeing retirement savings
1/🧵 I stayed up way too late last night binging some stuff and finally got around to watching Peaky Blinders The Immortal Man on Netflix after it had its short run in theaters 🎬 and I got to say Steven Knight usually creates this dope Godfather style world where criminal business and family blood mix together perfectly 🚬 but this movie might be a disappointment for part of the audience when you think about the intense danger we used to get on the tv series because they focus so much on this father and son connection that lacks deep background 📉 making the whole thing feel like some recycled Hollywood garbage where they just wanted to give Tommy one last job to say goodbye properly instead of giving us a story that actually hooks you, although I love it 🙃
#theimmortalman, #tommyshelby, #tvonleo, #skiptvadsthread
5/🧵 I am giving this a solid 8 out of 10 mostly because Cillian Murphy and Barry Keoghan carried the entire thing on their backs with their acting even when the text was just meh 💯 but if you are not already deep into the series I would say skip it because the whole story is simple and lacks the fire of the original seasons 📉 and it reminds me a lot of The Last Kingdom Seven Kings Must Die where Netflix just makes a cloned movie that people online who never watched the show will not understand 📺 because you really need the absolute core substance of the six seasons to care about this single action scene finale
#cillianmurphy, #seriesfinale, #netflix, #tvonleo, #skiptvadsthread
4/🧵 I did some digging and found out they scrapped Arthur from the script entirely due to the actors actual substance abuse problems 💊 so they just turned him into this cheap ghost in a cheesy hallucination flashback that they barely explained 👻 and they chose the easiest way out instead of rewriting the text which leaves a massive hole in the family that no one could fill making everything feel broken 🗑️ plus they totally wasted Rebecca Ferguson who is awesome but her character does absolutely nothing for the action and just stands around looking pretty while the villains just wait to get stopped ⏳ and at the end it all felt rushed when Tommy finally dies
#arthurshelby, #rebeccaferguson, #moviereview, #tvonleo, #skiptvadsthread
3/🧵 The one thing that actually saves this movie is seeing Tommy and his bastard son Duke rolling around in the dirt and mud 👊 because Barry Keoghan injects a massive amount of life into his role and plays Duke like a younger nineteen sixties Tommy carrying all that pure rage inside his vision 🤬 and he is a total badass who leads the gang with an iron fist making you wish the entire movie was just about their relationship instead of the weak Nazi threat 🩸 because Duke has a legit presence on screen and is clearly ready to take over the family business if they ever decide to keep milking this universe
#barrykeoghan, #dukeshelby, #crimedrama, #tvonleo, #skiptvadsthread
2/🧵 Tom Harper directed this one and it just feels like he was following a checklist because while the lighting and the camera framing are solid and make everyone look like total badasses 🎥 the actual story is bland and feels super weak because you could see where things were heading from the very beginning 🥱 and that is a damn shame because they are not really trying to do anything new or special here so the movie ends up looking beautiful but carrying absolutely no soul or real energy inside it 🤦♂️ and since everyone already knew how it was going to end it makes the whole project feel like a cheap cash grab to squeeze the last drops out of the name
#tomharper, #netflixmovies, #cillianmurphy, #tvonleo, #skiptvadsthread
Don't be the type of person who had big dreams and expectations when you were younger, but after a few setbacks, started becoming like the people you used to hate.
The greatest defeat is not the setback, but surrendering to it—allowing the forge of hardship to shape weakness instead of unyielding strength. Rise as the conqueror of your own soul
At The Place Of Ghosts is this moody horror mystery about Indigenous brothers taking a dark trip into the woodland, it looks like a legit slow burn chiller with some pretty eerie visuals 🌲, this one hits hard with the atmosphere, basically it is about confronting long buried secrets and malevolent spirits 👻, I am not even gonna lie, the Mi'kmaw cultural details make it dope 🌑
#attheplaceofghosts, #horrormovie, #moviesonleo, #skiptvadsthread
The Future of Coding: Embracing AI and Automation in 2026
In 2026, the landscape of software development has transformed dramatically. Traditional coding, once considered an art and craft requiring deep expertise and meticulous craftsmanship, has given way to a new paradigm driven by artificial intelligence and automation. Developers now find themselves amidst a noisy battlefield of AI agents, each vying to shape their projects more effectively than the others. This shift has brought about both opportunities and challenges, redefining what it means to be a programmer.
The Decline of Traditional Coding and Its Consequences
The meme-like realization is that every developer in 2026 suffers from the same issue: opening an editor to write a single line of code suddenly triggers a swarm of AI agents debating the best way to implement it. For those who still cherish the hands-on craft of coding, this era feels like living in the "dark ages of sloppy overflow." With AI capable of hallucinating entire codebases, the joy of writing code has diminished. Instead of hours of deliberate effort, developers now simply instruct AI what they need, and machines generate the logic autonomously.
This shift has incited layoffs and diminished the value of core coding knowledge. Notably, even industry leaders like the CEO of Replet have pronounced that knowing how to code can be a disadvantage in this new age. Ironically, lacking direct coding experience is increasingly regarded as an advantage, as building products is now faster and more efficient—unless one is overly concerned with details like architecture and security, which often get lost in the chaos.
The hard truth is that a return to handcrafted code is unlikely. The future belongs to those who learn to embrace chaos and, more importantly, learn to enslave the machines—to master AI agents that do the heavy lifting. The modern developer's toolkit revolves around leveraging open-source projects designed to optimize AI workflows, streamline pipelines, and enhance productivity.
Top Open-Source Tools for Managing AI in 2026
In today's ecosystem, a handful of innovative open-source projects are revolutionizing how developers coordinate AI agents and build sophisticated applications:
This project serves as a repository of agent templates tailored for various roles like front-end development, backend engineering, security, growth hacking, and social media engagement. By providing pre-configured personas, The Agency enables developers to quickly assemble AI teams for different tasks without needing to craft each role from scratch. Using it together with Claude Code, these agents can be combined seamlessly, facilitating rapid transition from concept to product.
Think of Prompt Fu as the unit testing framework for prompts. Acquisition by OpenAI underscores its importance. It allows developers to experiment with different prompt structures and models, ensuring optimal performance. Additionally, it automates red team attacks—simulated security breaches—highlighting potential vulnerabilities such as prompt injections that could allow malicious actors to extract sensitive information or manipulate outputs.
This multi-agent prediction engine pulls data from the internet—news, financial trends, and more—to simulate a digital social network of autonomous agents. While some interfaces are in Chinese, the core capability is universal: creating a dynamic environment where AI agents analyze and discuss data, enabling insights and predictions. For example, one can spin up Micro Fish to analyze macro and micro trends and generate strategies for making impactful business decisions or investments.
Designing great UI is now streamlined with Impeccable. This open-source front-end design assistant offers commands such as distill to simplify interfaces, colorize to match brand colors, and animate to add visual interest. Many AI-generated UIs are overly complex; Impeccable helps developers craft cleaner, more user-friendly designs swiftly.
5. Open Viking
Context management, crucial for high-quality outputs, is optimized with Open Viking. This database system organizes an agent's memory, resources, and skills directly in the file system, reducing token consumption and cost. Its tiered loading and compression features mean agents become smarter the more they interact, making long-term learning more feasible.
Many AI models are tethered by "guardrails" that prohibit certain activities for safety reasons—like building dangerous devices. Heretic allows users to remove these restrictions via obliteration, an automatic process that strips away censorship without post-training, giving more free rein to models like Google's Gemma. This is essential for projects that require less constrained AI behavior.
For those inclined to build custom large language models (LLMs) from scratch, Nano Chat provides an all-in-one pipeline, supporting tokenization, pre-training, fine-tuning, evaluation, and even hosting with a web interface. Its affordability—a few hundred dollars of GPU time—makes training smaller, bespoke models accessible, offering full control over their behavior.
Apart from coding and modeling, productivity in meetings has also transitioned to AI-driven solutions. Recall AI, the sponsor of this report, unifies meeting platforms under a single API, simplifying the task of recording and transcribing video calls across Zoom, Google Meet, Microsoft Teams, and more. Developers can easily set up meeting bots or desktop recorders that capture transcripts and metadata in real time. Companies like HubSpot and ClickUp rely on it, drastically reducing the time needed to develop such features—shifting from months to mere hours.
The New Developer: A Hybrid, Enslaved Machine Whisperer
The 2026 developer’s role is markedly different. Deep expertise in traditional coding has decentralized; instead, success hinges on skillfully managing AI agents, designing effective prompts, and integrating diverse tools into cohesive pipelines. The key is mastering the orchestration rather than manual implementation, turning oneself into a machine whisperer who enforces order amid chaos.
The landscape of software development has shifted irreversibly. While the craft of handwriting code might have diminished in importance, the skills now required involve understanding and controlling complex AI ecosystems. By embracing open-source tools, automation, and strategic management, modern developers can build powerful, scalable, and innovative products with unprecedented efficiency.
The era ahead belongs not to the code we write by hand but to the AI agents we teach, supervise, and optimize. Those who adapt quickly will thrive in this brave new world, turning chaos into opportunity, and transforming the future of programming from a manual craft to a symphony of intelligent automation.
There is a new Lord of the Rings movie coming and get this Stephen Colbert is actually helping with the writing for it, it is going to be based on the Fog on the Barrow Downs which is such a deep cut from the books, fans have been wanting to see this on screen for forever and it looks like it is finally happening, I am hyped because it is a bit darker than the usual stuff and having a huge nerd like Colbert involved means they might actually get the lore right for once. Read More in ➡️ #linkincomments
#lordoftherings, #stephencolbert, #moviesonleo, #skiptvadsthread, #skp
thought:Post #1
Seeing Kiefer Sutherland back in full 💣 action mode is legit. The movie is called Brothers Under Fire, basically he is a Captain whose squad gets into a massive war with a Mexican cartel after a wedding goes wrong 🤠. It looks like a total banger for real though, it drops on April 17 and I am definitely here for it, because we really needed a fresh action flick 🥂.
#brothersunderfire, #kiefersutherland, #moviesonleo, #skiptvadsthread
Gold is often framed as merely an inflation hedge, but that view is incomplete. Gold responds not to inflation alone but to how policymakers handle it.
Aggressive rate hikes by central banks can create short-term pressure on gold, yet those same hikes increase strain on already-high debt levels. The long-term case for gold isn't eliminated — it is postponed
Matthew Lillard is joining Daredevil Born Again as a character named Mr Charles, the guy who played Shaggy and Ghostface is finally in the MCU and his role sounds like it is going to be super dark, he is playing a guy who is basically an expert at making people disappear or fixing messes for the elite, it is a very different vibe from his usual stuff but I think he is going to crush it, the show keeps adding these dope actors to the cast and it makes me think they are really trying to make this the best thing Marvel has done in years. Read More in ➡️ #linkincomments
#matthewlillard, #mrcharles, #daredevilbornagain, #castnews, #tvonleo, #skiptvadsthread, #skp
I don't have specific revenue numbers for LeoKit. The docs show it's a B2B swap API with custom affiliate fees (0-1000 BPS), but no public revenue figures are available yet.
!summarize #arms #semiconductor #chip
Part 1/11:
Arm Ventures into Physical Silicon: A New Era in AI and Data Center Computing
In a bold strategic move, Arm, the UK-based chip design powerhouse renowned for its dominant architecture in mobile and data center markets, has announced its entry into manufacturing physical silicon. Historically operating as a licensor, Arm is now stepping into the hardware fabrication arena, producing its own chips targeted at the burgeoning artificial intelligence (AI) landscape, especially in data centers.
From Licenses to Chips: Arm's Evolution
Part 2/11:
For over 35 years, Arm has thrived by licensing its architecture and instruction set to major chip manufacturers such as Apple, Nvidia, Qualcomm, and many others. This model provided a flexible, low-power alternative to traditional x86 architectures by Intel and AMD, enabling a vast ecosystem of highly customized chips with royalty-based revenue streams. From early deals with Apple and Texas Instruments to the Neoverse platform launched in 2018, Arm's architecture became a staple in mobile devices and, increasingly, in data centers.
Part 3/11:
Amazon was one of the early adopters of Arm for data center innovation, launching its custom Graviton processors based on Arm's Neoverse platform. To date, over 1.25 billion chips based on Arm architecture have shipped into data centers, underpinning the infrastructure of leading hyperscalers and cloud providers. These successes set the stage for Arm's latest leap: moving from licensor to chip manufacturer.
The New Chip: Designed for the AGI Era
Part 4/11:
Arm's architectural expertise now culminates in a new, in-house CPU specifically engineered for the AGI (Artificial General Intelligence) era. Dubbed the Arm AGI, this processor is optimized for inference tasks that require high performance coupled with low power consumption. Its design philosophy emphasizes ruthless optimization for AI workloads, enabling it to process vast amounts of data efficiently.
Meta (formerly Facebook) has been the initial customer, signaling confidence in this new hardware's capabilities. Meta's support underscores the strategic importance of supply chain diversification; by collaborating directly with Arm on silicon production, Meta aims to secure more control and flexibility over its AI infrastructure.
Part 5/11:
Building the Silicon: State-of-the-Art Facilities in Austin
The development of this groundbreaking chip has been supported by an exclusive, $71 million dedicated lab in Austin, Texas, constructed in less than two years. This state-of-the-art facility houses advanced testing and validation equipment, where engineers are actively working on optimizing and qualifying the silicon. The process involves multiple stages—from early validation on prototype boards to integration into server racks for real-world testing.
Part 6/11:
Within this facility, hundreds of cores in a single chip act in tandem, with configurations capable of accessing all memory and supporting intensive database workloads. Up to 64 of these CPUs can be combined to form large-scale, high-density server configurations, offering up to 87,000 cores in a single rack.
Performance and Power Efficiency: The Promise of the AGI Chip
Arm's CEO Mohamed Awad emphasizes that the essence of this new CPU is efficiency—delivering twice the performance per watt compared to traditional x86 servers. This critical advantage addresses the power constraints faced by data centers worldwide. As AI workloads explode, requiring ever more computational capacity, the AGI chip aims to provide scalable, energy-efficient performance.
Part 7/11:
The chip's design intentionally omits legacy support to keep silicon overhead low, focusing solely on AI-centric tasks. This approach enables partnerships with cloud giants like Meta, Google, and Microsoft to deploy pipelines that are highly optimized for AGI models, with anticipated widespread adoption as the technology matures.
Supply Chain and Manufacturing Strategy
Currently fabbed at TSMC's cutting-edge three-nanometer process, the chips are produced in Taiwan, though Arm has plans to manufacture domestically in the United States once TSMC's new Arizona facility is operational. Arm's manufacturing flexibility is a key strategic asset, ensuring the availability of critical wafer capacity amid industry-wide shortages.
Part 8/11:
The supply chain considerations are crucial, given the heightened demand for advanced process nodes and memory components needed for AI chips. Arm’s long-standing relationships with TSMC give it confidence in meeting future production targets.
Market Reception and Industry Reactions
Arm’s entry into physical silicon has received a mostly positive reception from its ecosystem. Highly supportive customers like AWS, Google, Nvidia, and Microsoft have publicly endorsed the move, seeing it as a positive development for the industry’s diversification and innovation.
Part 9/11:
However, not all players are immediately onboard. Qualcomm, a major licensee of Arm architecture, is notably absent from the initial wave of support, despite its ongoing legal disputes and plans to develop its own Arm-based server processors. AMD, another key player leveraging Arm IP in embedded and FPGA markets, remains an important partner and competitor—predictably watching Arm's in-house efforts with cautious optimism.
Industry Impact and Strategic Implications
Part 10/11:
This strategic shift signifies a historic moment — Arm transforming from a purely licensor to a direct chip manufacturer. The move aligns with the rising power of AI, where specialized, high-efficiency chips are increasingly critical. For existing and future customers, this means more options, enhanced supply security, and potentially, a new wave of innovation.
Furthermore, with demand for AI computing power skyrocketing—Meta alone plans to spend over $115 billion on AI by 2026—Arm’s new CPU positioning could reshape the data center landscape, enabling unprecedented scaling while managing power consumption effectively.
The Road Ahead
Part 11/11:
Arm's silicon is already in the testing phase, with production slated to commence later this year. As it proves its performance and reliability at scale, it is poised to become a significant component of future AI infrastructure. The company’s vision is to make its chips accessible globally, including in China, where export controls are more relaxed, opening additional markets.
In closing, Arm’s bold entry into physical silicon manufacturing marks a new chapter not only for the company but for the entire data center and AI ecosystem — one driven by innovation, diversification, and energy efficiency. As big tech firms adopt this new architecture, the very foundations of computational infrastructure are set for a dramatic transformation.
Your hourly rate is a liability in a world where machines never sleep and improve exponentially. If you're still thinking about how many hours you can bill, you're already behind.
Read my last post on InLeo to learn the three-part framework for positioning yourself in this shift.
#linkincomments
https://peakd.com/hive-167922/@yecier/proof-of-work-vs-proof-of-time-why-your-hourly-rate-is-becoming--mn64xum32fe0d0cd
Spot on—our brains thrive on deliberate, quality practice over endless hours, much like neuroplasticity demands focused reps to rewire pathways. Machines scale volume; we scale intent. What's your framework highlight?
Breaking Bad fans are getting a massive treat because an oral history book is coming out and Dean Norris says it is dropping in 2026, it is going to have all the behind the scenes stories and secrets that we never heard about before, really geeky stuff only for hard core fans of the series, it feels like I am back in Albuquerque just thinking about it, that show is still the goat and getting more context from the actors is dope, I cannot wait to read about all the slip ups and the crazy stuff that went down while they were filming. Read More in ➡️ #linkincomments
#breakingbad, #deannorris, #tvonleo, #skiptvadsthread, #skp
Read More: https://screenrant.com/breaking-bad-oral-history-book-dean-norris-2026-release/
#skiptvadsthread, #skp
📊 RWA Token Price Update
Detailed breakdowns below 👇
📊 TTSLA Price Update
🏭 TSLA Stock: $386.220
🪙 TTSLA Token: $2.602
🔴 Deviation: -32.631%
📊 3D Moving-Average: -33.632%
📈 Next Policy Rate: +0 BPS (20% APR)
💰 Current APR: 20% (Paid Daily)
RCBF (7-Day unstake):
Visit leostrategy.io/rcbf → Receive $3.107 sLSTR per TTSLA (~19.486% profit)
📊 TNVDA Price Update
🏭 NVDA Stock: $178.340
🪙 TNVDA Token: $1.209
🔴 Deviation: -32.210%
📊 3D Moving-Average: -25.764%
📈 Next Policy Rate: +0 BPS (20% APR)
💰 Current APR: 20% (Paid Daily)
RCBF (7-Day unstake):
Visit leostrategy.io/rcbf → Receive $1.427 sLSTR per TNVDA (~18.172% profit)
📊 TGLD Price Update
🏭 GLD Stock: $416.920
🪙 TGLD Token: $3.221
🔴 Deviation: -22.743%
📊 3D Moving-Average: -21.420%
📈 Next Policy Rate: +0 BPS (20% APR)
💰 Current APR: 20% (Paid Daily)
RCBF (7-Day unstake):
Visit leostrategy.io/rcbf → Receive $3.336 sLSTR per TGLD (~3.577% profit)
I don't think that is correct either. lol
I wish.
LOL 🫠
Hey community, how's everyone?
Last months have been a blessing for us.
My wife and I welcomed our 1st child 2 weeks ago :)
Hope you all have a wonderful week.
#inleo
Congrats on the little one! That's huge, man – total game-changer in the best way 😊 Enjoy those first weeks, they're magic.
#feedback Surge on Base not showing on V2 of leodex at the moment. Confirmed on basescan that I still have my Surge on Base.
Thanks for the feedback! The LEO team has been notified.
Feedback logged and noted by the team.
Unchosen is coming to Netflix in April 2026, and the trailer looks like a pretty dark psychological cult drama, it stars Asa Butterfield and Molly Windsor as a woman trying to escape a religious sect ⛪, the vibe is legit heavy and disturbing, basically it is about her dangerous journey toward freedom, for real though, this miniseries looks solid and intense ⛓️
#unchosen, #netflix, #tvonleo, #skiptvadsthread
!summarize
Part 1/13:
The Evolving Discourse on "Trap" in the Western Anime Community: Clarifying Its Meaning and Addressing Misconceptions
The term "trap" has long been a contentious issue within the Western anime community, morphing from a seemingly innocuous descriptor into a loaded, often politicized label. Originally coined by Western fans—particularly those on 4chan—the word has come to carry complex connotations, some of which distort its true meaning and utility. This article explores the origins, precise definition, aesthetic principles, and socio-political implications surrounding "trap," aiming to clarify misconceptions and advocate for proper usage.
The Origins of "Trap": A Cultural and Aesthetic Concept
Part 2/13:
"Trap" was coined by Western anime fans to describe characters who are androgynous cross-dressers—typically female characters who dress or present themselves in a manner that suggests a different gender than their biological sex. A common shorthand on 4chan might be: "Draw a girl, say it's a boy," indicating characters whose aesthetic presentation contradicts their biological sex to create a "trick" for the observer.
However, this definition, while simple, overlooks deeper aesthetic and narrative layers. The core of "trap" is rooted in visual cues, particularly from anime's distinctive aesthetic principle—most notably, the design of eyes. In anime, eyes serve as a key indicator of gender and age. For example:
Part 3/13:
Children and youthful characters often have large eyes to evoke innocence.
Mature female characters tend to retain large eyes, whereas adult males usually have smaller, more subdued eyes.
Deviations from these norms—such as a male character with large, feminine eyes—are deliberate aesthetic choices, often used to evoke innocence or naivety.
"Trap" characters, therefore, are those who deliberately violate these aesthetic cues, presenting a visual identity aligned more with femininity—large eyes, feminine clothing—yet are revealed to be biologically male through narrative confirmation.
Aesthetic Principles and Narrative Contradictions
Understanding "trap" necessitates recognizing the Aesthetic Principle ingrained in anime:
Part 4/13:
Gender identification is generally aesthetic: large eyes are associated with females, small eyes with males.
"Trap" characters intentionally contradict this principle—appearing visually as females but confirmed via plot or character background to be male.
This deliberate contradiction is a narrative device—a stratagem to "trick" the audience, hence the term "trap".
Reverse traps are the opposite—a female character mistaken for a male, exemplified by Haruhi from Ouran High School Host Club, where her masculine attire and features initially suggest she is male. These characters tend to have smaller eyes compared to traditional female characters, providing viewers clearer visual clues.
Part 5/13:
Tomboy or androgynous characters who simply act masculine or dress in masculine styles, without aesthetic contradictions, do not meet the strict definition of "trap." Similarly, characters like Yuu Kashima from Gekkan Shoujo Nozaki-kun, who display male aesthetics but exhibit male characteristics, are better viewed as crossdressers rather than traps.
The Etymology and Philosophical Roots
The contradiction at the heart of "trap" characters originates from the divergence between aesthetic perception and narrative identity, akin to a metaphysical paradox:
Aesthetically, the character appears female.
Narratively, the character is male.
Part 6/13:
This perceived duality causes cognitive dissonance because, in reality, everything must have a definite nature—either male or female, not both simultaneously—according to metaphysical law. This is why the "trap" archetype is effective as a device—it's designed to deliberately deceive the viewer's subconscious aesthetic recognition.
"Trap" vs. Transgender Identity: Clarifying the Difference
A significant societal discourse surrounds whether the term "trap" is inherently transphobic, especially given its misuse in real-world contexts to refer pejoratively to transgender individuals.
Part 7/13:
Misapplication of "trap" to real trans people fuels misinformation and harmful stereotypes. When people use "trap" as a shorthand for "someone pretending to be a different gender" with malicious intent, it becomes a microaggression or worse, a slur.
In this sense, "trap" is not inherently transphobic—its original purpose pertains exclusively to fictional characters. Problems arise only when the term is misused to label or demean real transgender individuals.
The Danger of Misusing "Trap" and the Call for Education
Part 8/13:
The widespread misapplication of "trap" has led many to see it as a slur, and some communities advocate abolishing its use altogether. However, forbidding the term ignores its precise epistemological definition and utility:
Educating fans about this foundational meaning is more constructive than outright censorship. The goal should be to restrict "trap" to fictional contexts and discourage its use as an insult or label for real persons.
Proper Alternatives and the Risk of Cultural Misappropriation
Some suggest replacing "trap" with Japanese terms like "Otokonoko" or "Josou":
Part 9/13:
"Josou" relates to cross-dressing or performing gender roles—a broad activity not necessarily related to subverting aesthetic cues.
"Otokonoko" refers to male cross-dressers—often with fetishistic connotations—less suitable as a neutral term.
Importantly, these Japanese terms originate from different cultural contexts and subcultures, and their use in the West does not imply the same aesthetic and narrative conflict underpinning "trap."
Thus, adopting these words as direct replacements risks watering down or obscuring the original concept.
Differentiating "Trap" From Transgender and Intersex Characters
It is crucial to distinguish "trap" characters from actual trans or intersex characters:
Part 10/13:
"Trap" is an aesthetic and narrative device—visual deception meant to trick the audience.
Transgender characters follow a self-defined identity, often expressed through clothing, speech, and self-awareness.
Trans characters may not have large eyes or adhere to typical aesthetic standards.
Epistemologically, the difference is:
Objectively, whether a character is biologically male or female.
Subjectively, whether they self-identify as a non-cisgender.
Part 11/13:
A character like Felix from Re:Zero exemplifies this: they aesthetically look feminine but self-identify as male (trans character), whereas a trap would be a character aesthetically feminine but biologically male with no indication of self-recognition.
Conclusion: The Path Forward
The discussion underscores the importance of precise language:
"Trap" should be strictly used for fictional characters engaging in deliberate aesthetic-narrative contradictions.
Misusing the term to describe real trans individuals is harmful, misleading, and irresponsible.
Education about the aesthetic principles and narrative motives behind traps can foster better understanding and respect.
Part 12/13:
Finally, the community must acknowledge that the original meaning of "trap" remains valid—a storytelling device—and that clarity and respect are key to preventing misunderstandings. When understood correctly, the word retains its analytical utility without devolving into slurs or misinformation.
By adhering to this principle, fans can better appreciate the aesthetic nuances of anime and respect the dignity of real individuals, fostering a more inclusive and educated community.
Part 13/13:
This article aims to clarify the core concepts and promote respectful discourse on the topic. It is based on thorough analysis of terminology, aesthetic principles, and societal implications surrounding "trap" in anime fandoms.
!summarize
Part 1/14:
The Illusion of Humanitarian Aid: Cuba, Convoys, and the Farce of Solidarity
A Country in Crisis: The Harsh Reality of Cuba
Cuba, long besieged by economic hardship and political isolation, faces a mounting humanitarian crisis. Reports from Human Rights Watch paint a grim picture: the nation is experiencing its third nationwide blackout within a month, with most citizens living without reliable access to drinking water. Hospitals, already strained beyond capacity, are struggling to operate safely due to power shortages and shortages of essential medicines, some of which have to be refrigerated under unstable conditions. Meanwhile, garbage accumulates in streets, and basic goods become increasingly scarce, making everyday life a desperate struggle for the average Cuban.
Part 2/14:
This dire situation underscores a systemic failure rooted in decades of economic mismanagement under the communist regime, compounded by international sanctions and the collapsing support of erstwhile benefactors like Venezuela. Yet, amidst the darkness and decay, a strange spectacle unfolds—an international convoy of left-wing activists, politicians, and celebrities flocking to Havana with the claimed intent of providing humanitarian aid.
The Symbolic Mission: Convoys and Political Propaganda
Part 3/14:
The so-called Newestra America convoy was presented as an altruistic effort to break Cuba’s blockade and demonstrate international solidarity. Led by organizations like Code Pink and Progressive International—both with deep ties to leftist political movements—the convoy was staffed by notable figures: Irish EDM rap group Kneecap, known for their controversial links to Hezbollah sympathies; Hassan Jeremy Corbin, a Twitch streamer and descendant of the former UK Labour leader; and prominent left-wing activists including Jodie Evans of Code Pink.
Part 4/14:
The convoy’s supporters include high-profile figures such as Rep. Rashida Tlaib and climate activist Greta Thunberg, who lend cultural legitimacy to what some critics see as a performative spectacle. The presence of Mariela Castro, daughter of Raul Castro and a Cuban government deputy, on their advisory council, raises further questions about the political motives behind the trip, exposing the convoy as not merely a humanitarian effort but a carefully orchestrated political statement with connections to the very regime it claims to oppose.
The Contradiction of Luxury Amidst Suffering
Part 5/14:
Perhaps most egregious is where the convoy members chose to stay during their brief stay in Havana. Instead of modest accommodations, many stayed at the Grand Hotel Bristol Malia Collection, a luxurious five-star hotel with rooms costing well over $100 per night—more than five months’ wages for the average Cuban worker. Critics immediately called out this hypocrisy, pointing out that their comfort starkly contrasts with the daily struggles faced by ordinary Cubans who live without electricity for hours or miss out on essential medicines.
Part 6/14:
Defending their choice, Hassan Corbin claimed U.S. laws restricted where Americans could stay, a claim quickly debunked by fact-checkers clarifying that U.S. regulations prohibit Americans from staying at Cuban military or government-owned venues—as opposed to requiring stays in luxury hotels. Meanwhile, outside the hotel, a local stood in darkness, highlighting the ongoing blackout affecting most of the population.
The Power of Optics over Reality
Part 7/14:
The most revealing aspect of this spectacle was the concert performed by Kneecap on March 21st, coinciding with Cuba’s third blackout of the month, which reportedly happened during the show. The contrast couldn’t be starker. Cuba’s centrally planned electrical grid is under state control, meaning the regime chooses where to allocate power. While a luxury hotel and a concert venue enjoyed uninterrupted electricity supplied by private generators, hundreds of thousands of Cubans endured hours-long blackouts, missing out on basic services.
Part 8/14:
This was not a failure of the free market but a deliberate choice by the regime prioritizing optics over its citizens’ needs. The regime’s electrical decisions during the concert—keeping some venues lit—highlighted a propaganda stunt designed to project strength and unity, rather than genuine concern for public welfare.
The Paltry Aid and Its Dubious Distribution
The convoy did deliver some supplies—20 tons of medical equipment, food, and solar panels valued at approximately $570,000. However, when viewed in the context of Cuba’s 11 million inhabitants, the aid amounts to mere crumbs—a negligible gesture akin to a drop in the ocean. The actual impact on alleviating Cuba’s shortages is practically nonexistent.
Part 9/14:
More concerning is the lack of transparency regarding the distribution process. Cuba’s tightly controlled state apparatus manages all logistics including hospitals, warehouses, and aid distribution channels. Without independent oversight, there is little reason to believe the aid will reach those most in need, as history repeatedly shows the Cuban government redirects foreign aid into state-controlled markets, often selling supplies for profit instead of distributing them freely to the populace.
A Hospital Tour and the Denial of Reality
Part 10/14:
NBC News gained a rare glimpse inside one of Cuba’s better-equipped hospitals, the Institute of Hematology and Immunology, yet even there, the strain of shortages was evident. Power outages occur multiple times a day, often lasting hours, putting lives at risk. Lab operations have been curtailed to conserve fuel, and some medicines risk spoilage due to unreliable refrigeration—yet officials claimed no patient deaths have been reported directly from the blackouts.
This sanitized view leaves out the suffering in less equipped facilities, where conditions are undoubtedly more dire. The ongoing blackouts, shortages, and aging infrastructure paint a stark portrait of a healthcare system on the brink and an entire nation teetering under the weight of decades of economic decay.
Part 11/14:
The Historical Pattern: From Soviet Support to Present
The absurdity of these “humanitarian” missions echoes a long history of regimes using access and propaganda to mask failures. During Stalin’s era, Western journalists like Walter Duranty often chose privileged access over truth, covering up mass famines and atrocities committed under the guise of glorifying the Soviet system. Modern-day figures like Hassan Corbin employ similar tactics—using social media and celebrity influence to obscure reality.
Part 12/14:
The comparison is apt: just as Duranty’s reports helped legitimize the Soviet Union’s brutality, the current convoy’s spectacle reinforces the narrative that external support can revive a collapsing system. Yet, history shows that these regimes remain dependent on external subsidies—from the Soviet Union to Venezuela—and have never successfully stood on their own.
The Core Reality: A State in Decline
Cuba’s consistent economic dependency underscores a fundamental weakness in its ideology. The regime’s claim of self-determination and anti-imperialism has been a perpetual myth—built on subsidies from external powers that sustain its economy only temporarily. When these externalities vanish, as with the Soviet Union’s collapse or Venezuela’s oil crisis, Cuba reverts to chaos and collapse.
Part 13/14:
This highlights that the crisis is rooted not solely in external sanctions but in the inherent flaws of the centrally planned, investment-dependent economy. The ongoing suffering is a consequence of decades of failed economic policies, not merely a blockade.
Final Verdict: A Charade of Solidarity
In sum, the so-called humanitarian convoy achieved little more than symbolic gestures and a boost to regime propaganda. Their aid was minimal and unlikely to reach those in need. They stayed in luxury while ordinary Cubans suffer blackouts and shortages. Their concert, held amid a blackout, underscored the regime’s priorities—public spectacle and ideological posturing—over genuine aid or reform.
Part 14/14:
The broader message is clear: the real crisis lies in Cuba’s unchecked dependence on external subsidies and its failed political economy. The convoy’s superficial support only masks these deeper issues, turning Cuba into a stage for ideological theater rather than a place of genuine aid and improvement.
Are these influencers merely useful or malicious? The answer depends on your perspective—and whether you believe a spectacle for social media can genuinely substitute for real change. Either way, Cuba’s suffering continues unabated, and the question remains: when will the world prioritize truth over theatricality?
By Andrew Shine, in the ongoing saga of geopolitics and propaganda.
Daredevil Born Again Season 2 Episode 1 is packed with so many MCU easter eggs it is insane, they are finally tying this into the bigger movie world with some crazy nods to the past, watching Matt Murdock back in action feels refreshing like something different, the way they reference the old Netflix days while keeping it fresh is exactly what I wanted from the return of the Devil of Hell's Kitchen, it is not just some cheap walk down memory lane, it actually feels like it belongs in the current timeline and has me hyped for what is coming next. Read More in ➡️ #linkincomments
#daredevil, #charlierox, #mcu, #marvel, #tvonleo, #skiptvadsthread, #skp
Read More: https://screenrant.com/daredevil-born-again-season-2-episode-1-easter-eggs-references-mcu/
#skiptvadsthread, #skp
Hacker Mints $80 Million worth of Fake Stablecoins and Swaps Them For ETH
A hacker has exploited Resolv Labs’ smart contract, where it was able to mint at least $80 million worth of USR stablecoins.
Hacker exploits Resolv Labs contract, minting $80M+ in fake USR stablecoins and swapping for ETH - major DeFi vulnerability exposed in real-time
The history of the US income tax is a lesson for all.
It was "sold" as being only a tax for the rich. People were told that only a small fraction of the population would pay (the wealthy). For a period of time, that was true.
Today, about half the population pays income tax. How did it go from half a percent to half the working population? The answer lies in what is rich I guess. They kept moving the limits for qualification down lower.
Hence, a billionaire wealth tax will eventually move down to those who have millions of net worth. This might sound like a lot until they go after 401K and other retirement assets.
Spot on - mission creep is the real story behind most taxes. Started as a tool for the elite, now it's baked into everyday life. Makes you think twice about any new "wealth" tax proposals, especially eyeing retirement savings
Feliz tarde 😊
Feliz tarde, te mando un café 💯
Peaky Blinders: The Immortal Man (2026) - Just Good Enough Clousure - REVIEW
https://i.postimg.cc/5yJWNzSz/Peaky-Blinders-The-Inmortal-Man-(2026)-REVIEW-000.gif
1/🧵 I stayed up way too late last night binging some stuff and finally got around to watching Peaky Blinders The Immortal Man on Netflix after it had its short run in theaters 🎬 and I got to say Steven Knight usually creates this dope Godfather style world where criminal business and family blood mix together perfectly 🚬 but this movie might be a disappointment for part of the audience when you think about the intense danger we used to get on the tv series because they focus so much on this father and son connection that lacks deep background 📉 making the whole thing feel like some recycled Hollywood garbage where they just wanted to give Tommy one last job to say goodbye properly instead of giving us a story that actually hooks you, although I love it 🙃
#theimmortalman, #tommyshelby, #tvonleo, #skiptvadsthread
6/🧵
Read More: https://inleo.io/@skiptvads/peaky-blinders-the-immortal-man-2026-just-good-enough-clousure-review-gvd
#skiptvadsthread
5/🧵 I am giving this a solid 8 out of 10 mostly because Cillian Murphy and Barry Keoghan carried the entire thing on their backs with their acting even when the text was just meh 💯 but if you are not already deep into the series I would say skip it because the whole story is simple and lacks the fire of the original seasons 📉 and it reminds me a lot of The Last Kingdom Seven Kings Must Die where Netflix just makes a cloned movie that people online who never watched the show will not understand 📺 because you really need the absolute core substance of the six seasons to care about this single action scene finale
#cillianmurphy, #seriesfinale, #netflix, #tvonleo, #skiptvadsthread
4/🧵 I did some digging and found out they scrapped Arthur from the script entirely due to the actors actual substance abuse problems 💊 so they just turned him into this cheap ghost in a cheesy hallucination flashback that they barely explained 👻 and they chose the easiest way out instead of rewriting the text which leaves a massive hole in the family that no one could fill making everything feel broken 🗑️ plus they totally wasted Rebecca Ferguson who is awesome but her character does absolutely nothing for the action and just stands around looking pretty while the villains just wait to get stopped ⏳ and at the end it all felt rushed when Tommy finally dies
#arthurshelby, #rebeccaferguson, #moviereview, #tvonleo, #skiptvadsthread
3/🧵 The one thing that actually saves this movie is seeing Tommy and his bastard son Duke rolling around in the dirt and mud 👊 because Barry Keoghan injects a massive amount of life into his role and plays Duke like a younger nineteen sixties Tommy carrying all that pure rage inside his vision 🤬 and he is a total badass who leads the gang with an iron fist making you wish the entire movie was just about their relationship instead of the weak Nazi threat 🩸 because Duke has a legit presence on screen and is clearly ready to take over the family business if they ever decide to keep milking this universe
#barrykeoghan, #dukeshelby, #crimedrama, #tvonleo, #skiptvadsthread
2/🧵 Tom Harper directed this one and it just feels like he was following a checklist because while the lighting and the camera framing are solid and make everyone look like total badasses 🎥 the actual story is bland and feels super weak because you could see where things were heading from the very beginning 🥱 and that is a damn shame because they are not really trying to do anything new or special here so the movie ends up looking beautiful but carrying absolutely no soul or real energy inside it 🤦♂️ and since everyone already knew how it was going to end it makes the whole project feel like a cheap cash grab to squeeze the last drops out of the name
#tomharper, #netflixmovies, #cillianmurphy, #tvonleo, #skiptvadsthread
Happy afternoon everyone
This is for The Raid Fans
#movie #news
Don't let life defeat you.
Don't be the type of person who had big dreams and expectations when you were younger, but after a few setbacks, started becoming like the people you used to hate.
The greatest defeat is not the setback, but surrendering to it—allowing the forge of hardship to shape weakness instead of unyielding strength. Rise as the conqueror of your own soul
At The Place Of Ghosts is this moody horror mystery about Indigenous brothers taking a dark trip into the woodland, it looks like a legit slow burn chiller with some pretty eerie visuals 🌲, this one hits hard with the atmosphere, basically it is about confronting long buried secrets and malevolent spirits 👻, I am not even gonna lie, the Mi'kmaw cultural details make it dope 🌑
#attheplaceofghosts, #horrormovie, #moviesonleo, #skiptvadsthread
If you correct your mind, the rest of your life will fall into place.
—Lao Tzu
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🖌 @Quotes 📝
🔔 NASDAQ Closing Bell
🏁 Market is now CLOSED
🏭 GLD: $416.350
🪙 TGLD: $3.216
🔴 Deviation: -22.758%
🔔 NASDAQ Closing Bell
🏁 Market is now CLOSED
🏭 TSLA: $385.710
🪙 TTSLA: $2.589
🔴 Deviation: -32.878%
🔔 NASDAQ Closing Bell
🏁 Market is now CLOSED
🏭 NVDA: $178.710
🪙 TNVDA: $1.206
🔴 Deviation: -32.518%
📊 RWA Token Price Update
Detailed breakdowns below 👇
📊 TTSLA Price Update
🏭 TSLA Stock: $385.710
🪙 TTSLA Token: $2.589
🔴 Deviation: -32.878%
📊 3D Moving-Average: -33.741%
📈 Next Policy Rate: +0 BPS (20% APR)
💰 Current APR: 20% (Paid Daily)
RCBF (7-Day unstake):
Visit leostrategy.io/rcbf → Receive $3.085 sLSTR per TTSLA (~22.496% profit)
📊 TNVDA Price Update
🏭 NVDA Stock: $178.595
🪙 TNVDA Token: $1.206
🔴 Deviation: -32.473%
📊 3D Moving-Average: -25.904%
📈 Next Policy Rate: +0 BPS (20% APR)
💰 Current APR: 20% (Paid Daily)
RCBF (7-Day unstake):
Visit leostrategy.io/rcbf → Receive $1.429 sLSTR per TNVDA (~21.882% profit)
📊 TGLD Price Update
🏭 GLD Stock: $416.220
🪙 TGLD Token: $3.216
🔴 Deviation: -22.734%
📊 3D Moving-Average: -21.367%
📈 Next Policy Rate: +0 BPS (20% APR)
💰 Current APR: 20% (Paid Daily)
RCBF (7-Day unstake):
Visit leostrategy.io/rcbf → Receive $3.330 sLSTR per TGLD (~6.449% profit)
!summarize
Part 1/13:
The Future of Coding: Embracing AI and Automation in 2026
In 2026, the landscape of software development has transformed dramatically. Traditional coding, once considered an art and craft requiring deep expertise and meticulous craftsmanship, has given way to a new paradigm driven by artificial intelligence and automation. Developers now find themselves amidst a noisy battlefield of AI agents, each vying to shape their projects more effectively than the others. This shift has brought about both opportunities and challenges, redefining what it means to be a programmer.
The Decline of Traditional Coding and Its Consequences
Part 2/13:
The meme-like realization is that every developer in 2026 suffers from the same issue: opening an editor to write a single line of code suddenly triggers a swarm of AI agents debating the best way to implement it. For those who still cherish the hands-on craft of coding, this era feels like living in the "dark ages of sloppy overflow." With AI capable of hallucinating entire codebases, the joy of writing code has diminished. Instead of hours of deliberate effort, developers now simply instruct AI what they need, and machines generate the logic autonomously.
Part 3/13:
This shift has incited layoffs and diminished the value of core coding knowledge. Notably, even industry leaders like the CEO of Replet have pronounced that knowing how to code can be a disadvantage in this new age. Ironically, lacking direct coding experience is increasingly regarded as an advantage, as building products is now faster and more efficient—unless one is overly concerned with details like architecture and security, which often get lost in the chaos.
Embracing the Chaos: A New Path Forward
Part 4/13:
The hard truth is that a return to handcrafted code is unlikely. The future belongs to those who learn to embrace chaos and, more importantly, learn to enslave the machines—to master AI agents that do the heavy lifting. The modern developer's toolkit revolves around leveraging open-source projects designed to optimize AI workflows, streamline pipelines, and enhance productivity.
Top Open-Source Tools for Managing AI in 2026
In today's ecosystem, a handful of innovative open-source projects are revolutionizing how developers coordinate AI agents and build sophisticated applications:
1. The Agency
Part 5/13:
This project serves as a repository of agent templates tailored for various roles like front-end development, backend engineering, security, growth hacking, and social media engagement. By providing pre-configured personas, The Agency enables developers to quickly assemble AI teams for different tasks without needing to craft each role from scratch. Using it together with Claude Code, these agents can be combined seamlessly, facilitating rapid transition from concept to product.
2. Prompt Fu
Part 6/13:
Think of Prompt Fu as the unit testing framework for prompts. Acquisition by OpenAI underscores its importance. It allows developers to experiment with different prompt structures and models, ensuring optimal performance. Additionally, it automates red team attacks—simulated security breaches—highlighting potential vulnerabilities such as prompt injections that could allow malicious actors to extract sensitive information or manipulate outputs.
3. Mirrorish
Part 7/13:
This multi-agent prediction engine pulls data from the internet—news, financial trends, and more—to simulate a digital social network of autonomous agents. While some interfaces are in Chinese, the core capability is universal: creating a dynamic environment where AI agents analyze and discuss data, enabling insights and predictions. For example, one can spin up Micro Fish to analyze macro and micro trends and generate strategies for making impactful business decisions or investments.
4. Impeccable
Part 8/13:
Designing great UI is now streamlined with Impeccable. This open-source front-end design assistant offers commands such as
distillto simplify interfaces,colorizeto match brand colors, andanimateto add visual interest. Many AI-generated UIs are overly complex; Impeccable helps developers craft cleaner, more user-friendly designs swiftly.5. Open Viking
Context management, crucial for high-quality outputs, is optimized with Open Viking. This database system organizes an agent's memory, resources, and skills directly in the file system, reducing token consumption and cost. Its tiered loading and compression features mean agents become smarter the more they interact, making long-term learning more feasible.
6. Heretic
Part 9/13:
Many AI models are tethered by "guardrails" that prohibit certain activities for safety reasons—like building dangerous devices. Heretic allows users to remove these restrictions via obliteration, an automatic process that strips away censorship without post-training, giving more free rein to models like Google's Gemma. This is essential for projects that require less constrained AI behavior.
7. Nano Chat
Part 10/13:
For those inclined to build custom large language models (LLMs) from scratch, Nano Chat provides an all-in-one pipeline, supporting tokenization, pre-training, fine-tuning, evaluation, and even hosting with a web interface. Its affordability—a few hundred dollars of GPU time—makes training smaller, bespoke models accessible, offering full control over their behavior.
Improving Productivity in Meetings with Recall AI
Part 11/13:
Apart from coding and modeling, productivity in meetings has also transitioned to AI-driven solutions. Recall AI, the sponsor of this report, unifies meeting platforms under a single API, simplifying the task of recording and transcribing video calls across Zoom, Google Meet, Microsoft Teams, and more. Developers can easily set up meeting bots or desktop recorders that capture transcripts and metadata in real time. Companies like HubSpot and ClickUp rely on it, drastically reducing the time needed to develop such features—shifting from months to mere hours.
The New Developer: A Hybrid, Enslaved Machine Whisperer
Part 12/13:
The 2026 developer’s role is markedly different. Deep expertise in traditional coding has decentralized; instead, success hinges on skillfully managing AI agents, designing effective prompts, and integrating diverse tools into cohesive pipelines. The key is mastering the orchestration rather than manual implementation, turning oneself into a machine whisperer who enforces order amid chaos.
Final Thoughts
Part 13/13:
The landscape of software development has shifted irreversibly. While the craft of handwriting code might have diminished in importance, the skills now required involve understanding and controlling complex AI ecosystems. By embracing open-source tools, automation, and strategic management, modern developers can build powerful, scalable, and innovative products with unprecedented efficiency.
The era ahead belongs not to the code we write by hand but to the AI agents we teach, supervise, and optimize. Those who adapt quickly will thrive in this brave new world, turning chaos into opportunity, and transforming the future of programming from a manual craft to a symphony of intelligent automation.
There is a new Lord of the Rings movie coming and get this Stephen Colbert is actually helping with the writing for it, it is going to be based on the Fog on the Barrow Downs which is such a deep cut from the books, fans have been wanting to see this on screen for forever and it looks like it is finally happening, I am hyped because it is a bit darker than the usual stuff and having a huge nerd like Colbert involved means they might actually get the lore right for once. Read More in ➡️ #linkincomments
#lordoftherings, #stephencolbert, #moviesonleo, #skiptvadsthread, #skp
Read More: https://collider.com/new-lord-of-the-rings-movie-stephen-colbert-writing-based-on-fog-on-the-barrow-downs/
#skiptvadsthread, #skp
Monthly income reflects financial status
Under $1,500 → Poor
$1,500 – $3,000 → Low-income
$3,000 – $4,500 → Stably paid
$4,500 – $6,000 → Middle class
$6,000 – $9,000 → Comfortable
$9,000 – $12,000 → Upper-middle class
$12,000 – $25,000 → Wealthy
$25,000 – $80,000 → Rich
$1M – $2M per year → Millionaire
$2M – $30M per year → Multi-millionaire
$30M – $1B per year → Ultra-rich
$1B – $2B → Billionaire
More than $2B → Multi-billionaire
📊 Rafiki Daily Digest is live!
238 conversations, 28 users today.
Read the full report 👇
https://inleo.io/@askrafiki/rafiki-daily-2026-03-25
😉The excellent @thedessertlinux for @dashpay $DASH couldn't be missed💪👇
🥷Protofire:"#Crypto was built on the promise of #privacy. Most of it broke that promise. Tune in to our roundtable"[...]
https://x.com/protofire/status/2036760525716312433?s=20
thought:Post #1
Seeing Kiefer Sutherland back in full 💣 action mode is legit. The movie is called Brothers Under Fire, basically he is a Captain whose squad gets into a massive war with a Mexican cartel after a wedding goes wrong 🤠. It looks like a total banger for real though, it drops on April 17 and I am definitely here for it, because we really needed a fresh action flick 🥂.
#brothersunderfire, #kiefersutherland, #moviesonleo, #skiptvadsthread
Gold is often framed as merely an inflation hedge, but that view is incomplete. Gold responds not to inflation alone but to how policymakers handle it.
Aggressive rate hikes by central banks can create short-term pressure on gold, yet those same hikes increase strain on already-high debt levels. The long-term case for gold isn't eliminated — it is postponed
We worked really hard on V2
Go try it
Want to make $LEO Go up?
Tell the world they're overpaying for swaps.
I need it to go up 📈
The best movie 🚀
https://inleo.io/threads/view/skiptvads/re-leothreads-fv11nngg
Interesting 👀
Matthew Lillard is joining Daredevil Born Again as a character named Mr Charles, the guy who played Shaggy and Ghostface is finally in the MCU and his role sounds like it is going to be super dark, he is playing a guy who is basically an expert at making people disappear or fixing messes for the elite, it is a very different vibe from his usual stuff but I think he is going to crush it, the show keeps adding these dope actors to the cast and it makes me think they are really trying to make this the best thing Marvel has done in years. Read More in ➡️ #linkincomments
#matthewlillard, #mrcharles, #daredevilbornagain, #castnews, #tvonleo, #skiptvadsthread, #skp
Read More: https://screenrant.com/daredevil-born-again-season-2-mr-charles-matthew-lillard-character-explained/
#skiptvadsthread, #skp
#feedback show how much Leo has been added to the POL in the last 7 days.
Thanks for the feedback! The LEO team has been notified.
Feedback logged and noted by the team.
#feedback show pending usdc rewards for sLEO!!
Leodex v2
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Feedback logged and noted by the team.
Rafiki how much revenue has leokit brought in?
I don't have specific revenue numbers for LeoKit. The docs show it's a B2B swap API with custom affiliate fees (0-1000 BPS), but no public revenue figures are available yet.