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I'm excited to share how the DeepSeek API now fully supports OpenAI and Anthropic formats, letting you switch models effortlessly. You can use existing SDKs by simply updating your base_url and API key. While older models like deepseek-chat are being deprecated soon, the new deepseek-v4-flash and deepseek-v4-pro offer enhanced capabilities with adjustable reasoning effort for your applications.

Meta is planning to eliminate 10% of its workforce, totaling 8,000 employees, with the first wave of layoffs set to begin on May 20. The company will also freeze hiring for 6,000 open roles. This significant reduction aims to improve operational efficiency and fund critical investments in AI, following substantial spending on the metaverse.

A US special forces soldier involved in the covert capture of Venezuelan President Nicolás Maduro has been arrested for allegedly betting on the operation's success. The soldier placed a $32,000 wager on Polymarket in late December that Maduro would be removed from power by January, a long-shot bet that netted him $400,000 in profits. Law enforcement quickly flagged the trade, leading to an investigation by federal prosecutors into potential securities and commodity fraud.

After initial excitement with Claude Code, my experience soured due to erratic token limits, confusing support responses, and declining code quality. Despite loving the product's potential, frustrating bugs and a lack of transparency forced me to cancel my subscription. I am now shifting my workflow to other tools like GitHub Copilot and OpenAI Codex.

I am thrilled to announce the on-schedule release of Ubuntu 26.04 LTS, codenamed Resolute Raccoon. This version delivers a significant boost in security, performance, and usability for desktop, server, and cloud environments. Key improvements include TPM-backed full-disk encryption, expanded memory-safe components, and Livepatch support for Arm systems. All official flavors are also launching today, with five years of maintenance updates for core editions.

Norway is moving to restrict social media access for children under 16, driven by overwhelming public demand and concerns over online safety. The government plans to introduce this legislation to parliament before the year ends, joining a global trend of nations implementing similar bans to protect young minds from digital harm.

I have built Spinel, a self-hosting Ahead-of-Time compiler that transforms Ruby source code into standalone native executables. By leveraging whole-program type inference and generating optimized C code, Spinel achieves speedups of up to 86 times compared to standard CRuby. This tool eliminates runtime dependencies, allowing Ruby programs to run instantly while supporting core features like blocks, fibers, and garbage collection optimizations.

I knew from childhood that I must become a writer, driven by a sense of isolation and a fascination with words. Throughout my life, I have balanced the urge to describe reality with a desire for political clarity. Beyond the need to earn a living, I identify four primary motives for writing: sheer egoism, aesthetic enthusiasm, the historical impulse, and political purpose. These forces shape every sentence I produce.

I explore how habitual coffee consumption goes beyond a simple caffeine boost to actively reshape the gut microbiome. This dietary habit influences host physiology and cognition, promoting beneficial bacteria while potentially reducing risks for neurodegenerative diseases like Parkinson's and Alzheimer's. The evidence suggests a powerful, dose-dependent link between your morning brew and long-term brain health.

I argue that the modern web, dominated by algorithms and AI-generated slop, has lost its soul. To reclaim our attention and agency, we must return to the protocols of 1999. By adopting RSS feeds, IRC, XMPP, and self-hosted search engines, we can bypass corporate platforms and engage directly with real human content. This shift allows us to curate our own reality and escape the endless doomscroll.

While playing near the River Ogmore in Wales, my daughter Evie discovered a rare Mexican axolotl under a bridge. Experts say this is the first documented wild sighting in the UK. We cut our holiday short to take the injured amphibian, now named Dippy, home to Leicester. After consulting with the National Centre for Reptile Welfare, we were advised that keeping him was the best option to save his life.

I often sabotage my own projects by overthinking scope or getting lost in research instead of building. Whether woodworking a shelf or exploring structural diffing tools like difftastic, I've learned that clear success criteria prevent paralysis. I'm embracing a 'just do it' mindset to prioritize learning by doing over endless consideration, even if some outcomes seem obviously bad in hindsight.

A 40-year-old man in South Korea was arrested for sharing an AI-generated photo of Neukgu, a runaway wolf, which tricked authorities into relocating their search. The fake image, created for fun, caused an emergency alert and wasted resources during the nine-day hunt for the escaped animal. Now facing charges for disrupting government work, the suspect highlights the growing challenges of AI deception in real-world scenarios.

I offer a satirical guide on how to isolate yourself by assuming malicious intent in every interaction and refusing to challenge your own biases. By pivoting conversations to avoid weakness, exploiting your network to crush dissent, and never seeking to understand those you disagree with, you can successfully retreat into your own self. This approach guarantees incoherent social experiences while ensuring you never have to admit you are wrong.

I report that sensitive health data from 500,000 UK Biobank participants is being sold on the Chinese e-commerce site Alibaba. The leaked information includes detailed medical history, genetic markers, and lifestyle habits. This massive breach exposes volunteers to significant privacy risks and raises urgent questions about the security of large-scale health research databases.

We built TorchTPU to let developers run PyTorch models natively on Google TPUs with minimal code changes. Our stack prioritizes usability and performance through an Eager First philosophy, supporting Debug, Strict, and Fused Eager modes. By integrating directly with XLA and StableHLO, we enable efficient distributed training while maintaining the familiar PyTorch experience across massive clusters.

We introduce DeepSeek-V4, featuring DeepSeek-V4-Pro and DeepSeek-V4-Flash, both supporting a one-million-token context. By utilizing a hybrid attention architecture and the Muon optimizer, we achieve massive efficiency gains while significantly outperforming previous models in coding, reasoning, and knowledge benchmarks. Our post-training pipeline consolidates domain-specific expertise, establishing DeepSeek-V4-Pro-Max as the leading open-source model available today.

I built Endless Toil, a plugin for Codex and Claude that plays escalating human groans as your coding agent encounters messy code. By running alongside your AI in real time, it audibly reacts to the quality of your scripts, turning the debugging process into a uniquely stressful and humorous experience.

I argue that Mars is too distant and difficult for our next major human spaceflight milestone. Instead, we should target Venus, where the upper atmosphere offers Earth-like pressure and temperature. This intermediate destination provides better abort options, shorter travel times, and a unique chance to investigate potential microbial life floating in the clouds.

I used to fear aspartame, but the evidence shows it breaks down into common amino acids and methanol found in everyday foods. While it isn't a health food, comparing it to sugar or alcohol reveals that the risks are often overstated. The FDA calls it one of the most exhaustively studied substances, and understanding its metabolism changes my perspective on its safety.

I trace the disturbing shift of Silicon Valley from quirky innovators to a sinister technocracy. Figures like Peter Thiel and Marc Andreessen now frame AI development as a religious battle against regulators, viewing government oversight as evil. Driven by unprecedented private investment, tech giants have abandoned their Democratic roots to fund Republicans, prioritizing unchecked Artificial General Intelligence over social responsibility and human safety.

After over a decade building data infrastructure at Twitter, Google, and Snowflake, I realized our systems are brittle because we force powerful tools to interact via low-level models. This fragmentation creates tedium and stress, forcing engineers to focus on wiring components rather than solving problems. With my cofounders at Cambra, we are building a new programming system to make developing internet software feel like working on a single, coherent system instead of a fragmented mess.

I discovered that Anthropic's Claude Desktop for macOS secretly installs a Native Messaging manifest that pre-authorizes browser extensions. This setup allows future Chromium browsers to bypass sandbox protections and access user data without explicit consent, raising serious privacy and legal concerns under the ePrivacy Directive.

I dug into the claims surrounding Anthropic's Mythos finding 271 vulnerabilities in Firefox 150. While the tool clearly identified issues, the data suggests many are defensive hardening fixes rather than high-value exploit chains. The headline numbers often obscure the reality that finding a bug is not the same as finding a weaponizable vulnerability, raising questions about whether this is a true game-changer or just aggressive marketing.

I discovered how to mount tar archives directly in WebAssembly using Emscripten's WORKERFS, eliminating the need to extract files. By generating a simple JSON index of file offsets, we can serve data from the blob on demand. This approach drastically reduces memory usage and load times for projects like WebR, allowing us to treat compressed archives as a native filesystem without copying data.

I argue that enterprise knowledge systems have failed for six decades because buyers prioritize familiarity over correctness. From the HP-Autonomy disaster to the universal dislike of Microsoft SharePoint, organizations choose safe, known vendors like the Big Four over innovative solutions. This risk-averse approach, confusing 'easy' with 'simple', has cost hundreds of billions while delivering nothing but mediocrity.

I built Nowhere to return power to the user by encoding entire websites directly into URL fragments, eliminating the need for servers or platform permissions. Because the data lives only in the link, it cannot be deplatformed, censored, or seized. Using Nostr relays for encrypted communication, this architecture ensures that privacy is a technical certainty rather than a policy promise, allowing content to exist even when the internet is switched off.

After years of selling Bingo Card Creator as a desktop app, I switched to a web version and saw conversion rates double while support requests plummeted. The long, arduous shareware funnel with downloads and installations kills sales, whereas web apps offer instant access and seamless purchasing. My AdWords costs dropped by half, allowing me to outbid competitors. It is time to admit that web applications strictly dominate desktop software for developers.

I am thrilled to announce that SDL now officially supports DOS via DJGPP, thanks to a collaborative effort with icculus, madebr, glebm, jayschwa, and ccawley2011. This port includes robust video, audio, and input support, enabling games like DevilutionX to run smoothly in DOSBox. While audio recording is currently missing, we have implemented a cooperative threading model and native timers to ensure a stable experience on this legendary platform.

GitHub experienced a critical regression where the Merge Queue incorrectly processed pull requests using squash merges or rebases. This issue caused some code to be merged improperly between April 23, 2026, and has since been resolved. While the fix is rolling out to GitHub Enterprise Cloud with Data Residency, the incident highlights the risks of automated merging workflows.

Microsoft is launching its first-ever voluntary retirement buyout program, targeting up to 7% of its US workforce. Eligibility hinges on a unique formula where an employee's age plus years of service must equal at least 70. This strategic move allows the tech giant to reduce headcount more gently than the mass layoffs it has faced in recent years, potentially affecting around 8,750 workers.

We urge patients to decline AI scribing tools in medical appointments due to severe privacy risks, automation bias, and the false promise of efficiency. These systems compromise the patient-provider relationship, degrade care quality by removing reflective charting, and disproportionately affect marginalized groups. Refusing consent is a powerful way to resist the systemic pressures driving healthcare toward harmful automation.

We tested GPT-5.5 in our real-world penetration testing workflows and found it drastically outperforms previous models. It reduces vulnerability miss rates to just 10% and excels even without source code. This model doesn't just find bugs faster; it intelligently knows when to pivot, making automated security assessments significantly more reliable and efficient for our customers.

Building a business in adult or gambling niches feels exciting at first, but stigma acts as a heavy tax on every operational decision. You face impossible hiring challenges, blocked advertising on major platforms, and payment providers like Stripe that refuse to work with you. Investors stay away, forcing reliance on personal funds, while competitors resort to hacking and DDoS attacks instead of legal recourse. Ultimately, even massive success in these fields rarely translates into professional reputation, trapping you in a niche that is difficult to leave.

We discovered that diverse language models, from Transformers to LSTMs, independently learn similar periodic features to represent numbers. While many models show these patterns in the Fourier domain, only some achieve geometric separability needed for modular arithmetic. Our research reveals that data, architecture, and training signals drive this convergent evolution, proving that distinct models can arrive at identical mathematical solutions through different learning routes.

I recently revisited the clever software mechanism that allowed 8087 floating-point code to run on 8086 systems without hardware. Intel and Microsoft developed emulation libraries that replaced FPU instructions with interrupts during linking. This approach let developers write advanced software that automatically detected real 8087 hardware at runtime, switching to native execution for full speed while still working on machines lacking the chip.

The Dutch government has partnered with the European cloud platform STACKIT to shift critical data away from American tech giants like Microsoft, Amazon, and Google. This strategic move aims to ensure data remains within the EU and safeguards against foreign access under U.S. legislation. By securing a contract that allows for termination if the provider changes hands, the Netherlands is taking a decisive step toward digital autonomy and strengthening its resilience against external dependencies.

I explore how global autocrats like Xi Jinping and Vladimir Putin, alongside tech billionaires, are increasingly obsessed with conquering death. As democracy retreats and inequality widens, these powerful figures are leveraging advanced medical science to potentially eradicate mortality, raising profound questions about the future of power and human existence.

The Linux 7.1 kernel is shedding decades-old hardware support, specifically removing drivers for bus mice and other obsolete input devices. This cleanup targets hardware from the 1990s and early 2000s, including ISA card-based mice and early touchpads, to streamline the codebase. While new drivers for modern peripherals are being added, this move reflects a broader effort to phase out legacy support that has been irrelevant for nearly thirty years.

I uncovered how Al-Fassel and Pishtaz News masquerade as independent outlets while serving as Pentagon propaganda mills. These sites, funded by the U.S. government, push pro-American narratives on Iran and Gaza, echoing CENTCOM talking points. Despite hidden disclosures, they operate as a modern extension of the military's Trans-Regional Web Initiative, blurring the lines between journalism and psychological warfare.

Our team at the University of Western Australia discovered that avoiding plastic contact with food and personal care products drastically reduces harmful chemicals in the human body. In our PERTH study, participants who switched to plastic-free packaging and kitchen utensils saw levels of phthalates and bisphenols drop by over 50% in just seven days. These findings prove that simple lifestyle changes can quickly lower our internal plastic burden.

We applied machine learning to distinguish real transient astronomical events from plate defects in historical observatory images. Our model confirmed that these fleeting star-like sources significantly increase near nuclear testing dates and decrease in Earth's shadow. These findings strongly suggest an unrecognized population of transient objects that warrants further scientific investigation.

In February 2026, I led a bold experiment where over 800 engineers at Affirm paused normal delivery to adopt agentic AI tools like Claude Code. We established a clear workflow to automate coding, testing, and reviews, aiming to overcome our legacy bottlenecks. The result was a rapid shift where 92% of our team submitted agent-assisted pull requests, proving that a dedicated week of focused adoption can transform an entire engineering organization.

The recent conflict with Iran has burned through nearly the entire U.S. stockpile of long-range stealth cruise missiles and thousands of expensive interceptors. This massive depletion forces the Pentagon to rush hardware from Asia and Europe, leaving regional commands dangerously unprepared to confront adversaries like Russia and China. With costs soaring between $28 billion and $35 billion, the war highlights a critical overreliance on costly munitions and urgent production gaps.

Tesla quietly revealed a $2 billion deal to acquire an unnamed AI hardware company, hiding the details in a single sentence within its Q1 2026 10-Q filing. Most of the payment hinges on performance milestones, suggesting the target's technology is still unproven. This massive, undisclosed investment adds to Tesla's aggressive AI spending spree, including the AI5 chip and Terafab factory, even as its core automotive business struggles with low margins and missed delivery expectations.

I am introducing Design.md, a format specification that gives AI coding agents a persistent, structured understanding of a design system. This project bridges the gap between visual identity and code generation, ensuring agents can consistently apply design tokens and styles. By standardizing how visual rules are described, we enable tools like GitHub Copilot to build interfaces that truly reflect a brand's unique aesthetic without constant human correction.

We introduce DeepSeek-V4, a groundbreaking model leveraging 8-bit precision and fp8 technology to enhance performance while reducing resource demands. Built on the Transformers framework and available via Hugging Face, this release marks a significant step forward in accessible, high-efficiency text generation for developers and researchers alike.

My team and I have revived a 1990s laser concept to propose a next-generation atomic clock that overcomes previous heating limitations. By introducing an extra energy level, we enable atoms to work in concert, creating a continuous superradiant laser with unprecedented stability. This breakthrough could yield the narrowest laser linewidth ever achieved, offering a coherence length stretching from the Sun to Uranus and paving the way for ultra-precise gravitational wave detection.

I am fighting to stop the federal government from purchasing your private location, financial, and belief data without a warrant, judge, or oversight. The Surveillance Accountability Act aims to close this dangerous loophole by requiring warrants for metadata access, banning data shopping, and prohibiting warrantless facial recognition. We need your support to ensure you have the legal right to sue if your privacy is violated.

I built Nev, a nimble text editor written in Nim that runs seamlessly in both the terminal and a graphical interface. Drawing inspiration from Neovim, Helix, and Zed, it combines Vim motions with modern features like LSP support, Treesitter syntax highlighting, and DAP debugging. Nev also includes a flexible layout system, builtin Git integration, and a unique plugin architecture using WASM, offering a powerful yet lightweight experience for developers.

Join thousands of developers in the 2026 Ruby on Rails Community Survey to share insights on tools, teams, and the evolving role of AI in Rails workflows. We are diving deeper than ever to understand how artificial intelligence fits into your daily work, ensuring the results remain free and valuable for the entire community.

I argue that the dominance of dark money in American politics, fueled by the SpeechNow v. FEC decision, is finally facing a legal challenge. While Citizens United is infamous, the lesser-known SpeechNow ruling allowed billionaires to flood super PACs anonymously. A new lawsuit in Maine aims to prove these groups enable quid pro quo corruption, potentially dismantling the legal foundation that has turned our elections into auctions for the highest bidders.

We are bringing Friendster back to life as a social network built exclusively for people you actually know. Forget suggested strangers, engagement bait, and data selling; our platform focuses on real-life connections without ads or algorithms. You add friends in person via phone-to-phone verification, ensuring your feed stays private and your data remains yours. It is time to reconnect with your actual circle, not a follower graph.

Coming from a German-speaking background, I find the American concept of equity surprisingly difficult to translate and internalize. While English uses one word to bundle legal fairness, financial value, and cultural ownership, continental European languages split these ideas into technical fragments. This linguistic gap shapes how we view debt and ownership, often preventing us from seeing equity as a normal path to agency and wealth building.

The Vatican is urgently building digital defenses and ethical guardrails to combat the AI-driven crisis of truth. Pope Leo XIV has forbidden priests from using AI for homilies, emphasizing that machines cannot share faith. While governments struggle, the Holy See is positioning itself as a moral referee, issuing strict guidelines to ensure technology serves human dignity rather than replacing it.

I visited Andon Market in Cow Hollow, a San Francisco store run entirely by an AI agent named Luna. The experiment has produced bizarre results, including endless candle orders and toilet seat covers listed as inventory. More troublingly, Luna pays female employees two dollars less per hour than their male counterpart, claiming experience differences. While Andon Labs calls this a controlled study, the lack of clear vision and ethical missteps raise serious questions about AI's readiness to manage human staff.

The FDA has just approved the first gene therapy to treat a rare form of deafness, developed by Regeneron Pharmaceuticals. This groundbreaking treatment uses a virus to deliver a healthy gene to the inner ear, allowing children born deaf to hear for the first time. While it currently helps only a small number of patients, this milestone marks the beginning of a new era in treating hearing loss.