OpenAI Bleeds $38.5B in AI Frenzy!

John Carmack on Fabrice Bellard

Key Points

• John Carmack publicly praises Fabrice Bellard’s programming ability.
• The article describes Bellard as a French engineer in Paris with decades of infrastructure software work.
• Bellard’s code is presented as powering major video streaming services and virtual-machine systems.

Chili peppers of the world: cultivars, species, and heat

Key Points

• Capsaicin evolved as a seed-dispersal adaptation that affects mammals but not birds.
• Five domesticated *Capsicum* species emerged through long-term selection by Indigenous farmers in the Americas.
• The article uses 176 hand-drawn peppers to trace the spread of chiles from the Americas to global cuisines.

The Null Is Always False (Except When It Is True) (2014)

Key Points

• The article says a nonzero sample difference does not by itself mean the population null hypothesis is false.
• It argues that detecting extremely small effects can require impractically large samples, illustrated with a 31 million-participant example.
• It states that increasing sample size does not guarantee statistical significance when the null hypothesis is actually true.

Understanding the rationale behind a rule when trying to circumvent it

Key Points

• Windows callback routines for process, thread, and image events must execute quickly and avoid blocking.
• Using System Worker Threads is appropriate only if the callback does not wait for the queued work to complete.
• Microsoft updated its documentation in 2020 to explicitly warn against waiting on worker-thread tasks from callbacks.

Show HN: SharkClean MCP

Key Points

• The project provides MCP-based natural-language control for SharkClean and SharkNinja robot vacuums.
• It connects directly to SharkNinja’s skegox backend, enabling support for newer robots not reachable through legacy Ayla-based integrations.
• Setup includes Python and uv dependencies, a one-time browser PKCE login, and optional use through a companion CLI for automation.

New way of making espresso with ultrasound

Key Points

• UNSW researchers used ultrasound and room-temperature water to make espresso-strength coffee.
• The article reports energy savings of up to 75% compared with traditional hot-water espresso brewing.
• Blind taste tests found the ultrasonic coffee was indistinguishable from conventional espresso.

Getting Creative with Perlin Noise Fields

Key Points

• The author created 25 generative-art designs using only Perlin noise flow fields.
• The article explains how Perlin noise creates smoother particle-guiding force fields than random directional assignment.
• The implementation in Processing used custom classes for particle sets and layering to enable rapid visual iteration.

Trinket.io shutting down, so we saved it and hosted it a trinket.strivemath.org

Key Points

• A community-hosted version of Trinket is available at trinket.strivemath.org.
• The platform is built on the open source Trinket project and makes all features free.
• Users can write and run Python, HTML, Java, and more in the browser without downloads or login.

Commodore Releases Flip Phone

Key Points

• Commodore’s Callback is a flip phone positioned as a middle ground between smartphones and dumb phones.
• The device includes selected messaging and utility apps but blocks browsers and social media at the system level.
• It runs a custom Sailfish OS build and adds Commodore-themed features such as C64 emulation and SID ringtones.

Conquering Recursion (2019)

Key Points

• The article proposes combinator patterns to decompose recursion into reusable components in K.
• It adapts ideas from Joy, especially recursion combinators, for recursive procedures with regular fanout.
• A K4 combinator named rm is demonstrated through a Fibonacci example that separates base-case, subdivision, and combination logic.

Feds freaked over Fable 5 after simple 'fix this code' prompt, not jailbreak

Key Points

• Katie Moussouris said the reported trigger for the Fable 5 restriction was the prompt “fix this code,” not a jailbreak.
• The US government suspended foreign-national access to Fable 5 and Mythos 5, and Anthropic disabled both models for all customers to comply.
• Moussouris argued the models were performing a standard defensive security workflow of finding bugs, fixing them, and testing patches.

Hans Schulz – The father of the VEF Minox lens?

Key Points

• The article says major optics firms did not support Walter Zapp’s early Minox lens project.
• It argues that the Minostigmat lens was the essential optical breakthrough that made the Minox camera workable.
• Archival research identifies the previously vague 'Prof. Schulz in Vienna' as Hans Reinhold Theodor Schulz.

SpaceX to buy Cursor AI coding agent operator Anysphere for $60B

Key Points

• SpaceX is buying Anysphere, operator of Cursor, for $60 billion in an all-stock transaction.
• The deal is intended to expand SpaceX and xAI’s position in enterprise AI and AI coding tools.
• Anysphere has grown rapidly since 2022, while SpaceX’s recent valuation surge makes a stock-funded acquisition easier to execute.

Mechanical Watch

Key Points

• The article explains the mechanical watch movement as the core internal timekeeping mechanism.
• A mechanical watch stores energy using a mainspring, a type of spiral torsion spring housed in a barrel.
• The mainspring is wound by an arbor, which tightens the spring so the watch can later use that stored energy.

Correlated randomness in Slay the Spire 2

Key Points

• The article says multiple RNG systems in Slay the Spire 2 beta are correlated rather than independent.
• It cites specific gameplay effects, including skewed curse odds, impossible event rewards, and large differences in potion-drop rates.
• The article attributes the issue to seeding many RNGs with related values and then using C# System.Random.

Electrifying the Cow Path

Key Points

• AI agents can accelerate isolated tasks, but the article says system-wide bottlenecks often remain.
• The article compares current AI adoption to early factory electrification, where new power sources were initially layered onto old designs.
• Its main lesson is that meaningful productivity gains require redesigning workflows, not just automating one step.

Color Photos of Stalin-Era Soviet Union Taken by a US Diplomat

Key Points

• Martin Manhoff’s diaries and color photographs document Soviet life in the 1950s from the viewpoint of a U.S. diplomat in Moscow.
• The article highlights his record of shortages, surveillance, and the 1953 May Day parade as key parts of the archive.
• Historian Douglas Smith discovered the collection, which is now curated with the University of Washington and accessible online.

SpaceX Is Buying Cursor

Key Points

• SpaceX surpassed Amazon in market value after its shares surged following a Nasdaq listing.
• SpaceX said it would acquire Cursor parent Anysphere for $60bn in stock.
• The article contrasts SpaceX’s high valuation with weaker current revenue and profit than Amazon.

Unicorn – The Ultimate CPU Emulator

Key Points

• Unicorn is a lightweight, multi-architecture CPU emulator framework with broad platform and language support.
• Version 2.0.0 expanded architecture support and added new APIs while preserving backward compatibility with Unicorn 1.0.x.
• In 2022, Unicorn Engine also released version 2.0.1 and received an Alibaba Cloud award for its impact on cybersecurity.

Is Fable 5 Back?

Key Points

• Claude Fable 5 is listed as unavailable after a June 12, 2026 U.S. export-control suspension.
• Anthropic has not announced a return date but is described as working to restore access.
• The page says it verifies status by querying Anthropic’s API every minute with `claude-fable-5`.

Show HN: Voice Age Verification

Key Points

• AGEWARDEN uses short voice samples to classify visitors as over or under 18.
• The article says audio is processed securely and deleted quickly, with no voiceprints or identifying data retained.
• The product is marketed as a privacy-focused response to stricter online age-verification requirements.

Russian artist and Putin critic shot dead in Poland

Key Points

• A Russian artist and Putin critic was shot dead in Biała Podlaska, Poland, and prosecutors are investigating the killing.
• Two Belarusian citizens were detained near the Belarusian consulate, but their role remains undetermined.
• The victim, who had asylum in Poland, was known for political caricatures shared online and had recently attended a protest in Berlin.

An interview with an Apple emoji designer

Key Points

• Ollie Wagner says he helped design Apple’s first emoji set as a 2008 intern on the Human Interface team.
• Apple’s early emoji designs were based on SoftBank’s specification and reviewed by SoftBank before final approval by Steve Jobs.
• Wagner says Apple added emoji to iPhone primarily to compete in Japan, before the company understood their broader cultural impact.

'Wow, it really worked ': 70s TV show causing worldwide panic today

Key Points

• Recent missing-scientist claims are presented in the article as unsupported when checked against the facts and expected mortality rates.
• The article identifies the 1977 TV program *Alternative 3* as a major source of the enduring conspiracy narrative.
• *Alternative 3* was a fictional mockumentary created by David Ambrose and aired in a documentary style that convinced some viewers.

4× RTX Pro 6000 Blackwell on Water, and the One Card That Wouldn't Behave

Key Points

• A four-GPU RTX PRO 6000 Blackwell training workstation was converted to custom water cooling to handle sustained 2.4 kW GPU heat output.
• One GPU repeatedly dropped off the PCIe bus under load despite appearing normal at idle and during short runs.
• The root cause was a missing VRM choke accidentally detached during waterblock installation, leading to unstable power delivery at high load.

Google Chrome update will close the door on ad blockers

Key Points

• Chrome 150 is expected to remove the last main Manifest V2 workaround used to keep older ad blockers running.
• Google says Manifest V2 support is being removed for maintenance and security reasons.
• Chrome 151 is expected to remove the remaining Manifest V2-related flags, completing the cleanup.

I Fired Google

Key Points

• The article says Google Home was once valued for quick, simple factual answers in daily household use.
• The author argues that Gemini introduced longer, more cautious responses that reduced the product’s usefulness.
• Examples cited include an outdated Blue Jays score, loss of song identification, and refusal to answer Geena Davis’s age.

AskHN:How do you handle skill atrophy from using coding agents?

Key Points

• Developers in the thread discuss balancing AI-assisted productivity with the risk of losing manual technical skills.
• Participants describe concrete retention methods including Socratic quizzing, documentation, certifications, and repeated manual practice.
• Kubernetes and kubectl are highlighted as areas where AI is highly useful but still imperfect and potentially dependency-forming.

Running local models is good now

Key Points

• The author reports that recent local models now handle practical coding and writing tasks on a 64 GB M2 Mac.
• Gemma 4 models, especially gemma-4-26b-a4b and gemma-4-12b-qat, are presented as key enablers of local agentic workflows.
• The described setup uses Pi, LM Studio, and Docker to run local agentic coding with restricted execution permissions.

Subquadratic – Introducing SubQ 1.1 Small

Key Points

• Subquadratic released SubQ 1.1 Small, a sparse-attention model aimed at long-context enterprise AI tasks.
• The article claims near-perfect retrieval up to 12M tokens and reports benchmark results across reasoning, coding, and finance tasks.
• At 1M-token context, the company says the model uses 64.5x less compute than dense attention and is 56x faster than FlashAttention-2 on a single attention layer.

Google Chrome's Next Update Will Mark the End of Popular Ad Blockers

Key Points

• Chrome 150 will remove the final Manifest V2 workaround flag, ending continued use of many legacy ad blockers.
• Google cites technical debt, complexity, and security risks as the reasons for removing remaining Manifest V2 functionality.
• Other Chromium-based browsers, including Microsoft Edge and Opera, may also be affected by the change.

The history of butterfly swimming

Key Points

• Butterfly developed from breaststroke in the 1930s and was recognized by FINA as a separate stroke in 1952.
• The stroke made its Olympic debut in 1956, with additional butterfly events added in 1968.
• The article highlights English butterfly success through James Hickman and Olympic medallists Philip Hubble, Andy Jameson, and Steve Parry.

Fable ban was never about a jailbreak

Key Points

• Anthropic shut down Fable 5 and Mythos 5 after a U.S. export-control directive restricted access to the models.
• Katie Moussouris said the alleged guardrail bypass described in a private paper did not justify export controls.
• The article says the administration has not publicly explained the directive, raising broader concerns about AI regulation and reliability.

CJEU: Social networks are the 'publishers' of algorithmically-altered feeds

Key Points

• The CJEU ruling allows member states to require age verification for pornographic content and restrict rebroadcast of traffic enforcement information.
• The article says platforms that algorithmically determine what users see may be treated as liable for that content.
• Services that go beyond simple indexing and rank content in the operator’s interest may lose hosting immunity and protection from general monitoring obligations.

But yak shaving is fun

Key Points

• Park’s custom blog workflow evolved into a self-built static site generator.
• The article explains “yak shaving” through examples and its origin story at MIT AI Lab.
• It connects yak shaving to engineering decisions about building from scratch versus using existing tools.

UK to require ID or face scan before you can make social media accounts

Key Points

• The UK plans to ban under-16s from covered social media platforms and enforce it with age checks.
• The policy covers major platforms with algorithmic feeds, while excluding messaging services and YouTube Kids.
• New account holders may need ID or facial age verification, and the package also adds restrictions for gaming features and some AI chatbots.

GateGPT: 56k tokens per second Transformer (KV cache) on FPGA at 80 MHz

Key Points

• GateGPT is described as a full Transformer with KV cache implemented in custom digital hardware.
• The FPGA prototype is claimed to reach more than 56,000 tokens per second at 80 MHz.
• The demonstration runs Andrej Karpathy’s microGPT without using a CPU or GPU.

Apple's weird anti-nausea dots cured my car sickness

Key Points

• Apple’s Vehicle Motion Cues was introduced in 2024 to reduce motion sickness on iPhone, iPad, and MacBook.
• The feature uses accelerometer and gyroscope data to animate edge-of-screen dots in sync with vehicle motion.
• The author reports that enabling the feature made it possible to read and write comfortably in a moving vehicle.

Making ast.walk 220x Faster

Key Points

• A custom Reflex linter was built to catch multiple errors in AI-generated Python code before compilation.
• `ast.walk` and related generator-based AST helpers were identified as the main source of traversal overhead.
• After modest Python-level gains, the author moved traversal logic to Rust with PyO3 for a much larger speedup.

Qwen-Robot Suite: A Foundation Model Suite for Physical World Intelligence

Key Points

• The suite targets the gap between vision-language understanding and physical robot control.
• It includes separate foundation models for navigation, manipulation, and world modeling.
• The models are presented as building blocks for general-purpose embodied agent systems.

Never talk to the police

Key Points

• The article advises never speaking to police without a lawyer present.
• It says police questioning usually means a person is a suspect or possible suspect.
• It argues that even innocent statements can provide details investigators use to build a case.

After AI Takes Everything

Key Points

• Three software engineers independently raised the same concern: AI may absorb much of software execution work.
• The article uses the Spinning Jenny and the Luddites as a historical analogy for labor displacement by technology.
• The author argues that AI-tool mastery may be short-lived and proposes 'end-state thinking' as a response.

TIL: You can make HTTP requests without curl using Bash /dev/TCP

Key Points

• Bash’s `/dev/tcp` feature can be used to manually send simple HTTP requests from minimal environments without `curl` or `wget`.
• The technique requires constructing the HTTP request yourself and typically adding `Connection: close` to avoid hanging reads.
• It only supports plaintext HTTP and depends on a Bash-specific compile-time feature, so it is not universally portable.

Gamers beware: malicious wallpapers on Steam found stealing accounts

Key Points

• The article reports malware distribution through Steam Workshop via Wallpaper Engine application wallpapers.
• Attackers allegedly targeted mainly gamers in China and Russia and hid payloads in executable or protected wallpaper archives.
• A December 2025 sample described in the article dropped a DarkKomet backdoor while appearing harmless to the user.

Formal Methods and the Future of Programming

Key Points

• Jane Street says agentic coding caused it to reevaluate the practicality of formal methods.
• The article cites seL4 as evidence that traditional formal verification has been effective but extremely expensive.
• Jane Street is building a formal methods team and sees formal methods as a way to improve verification of AI-generated code.

Why is Meta destroying its engineering organization?

Key Points

• The article contrasts Meta’s past engineering culture with what it describes as a recent breakdown in that model.
• It highlights Facebook’s 2012 “little red book” as evidence of the company’s earlier engineering values.
• It links current disruption at Meta to AI-focused priorities and changes in how engineering work is treated.

Claude: Elevated errors across many models

Key Points

• Anthropic resolved a Claude service incident that caused elevated error rates across multiple models.
• All Sonnet and Opus models were affected first, then the issue persisted mainly on Claude Opus 4.8.
• The disruption impacted claude.ai, the Claude API, Claude Code, and Claude Cowork.

Specs Augmented Reality Glasses

Key Points

• Snap introduced standalone SPECS augmented reality glasses at Augmented World Expo 2026.
• The glasses weigh 132g or 136g, use TR90 polymer, and support prescription inserts.
• Snap says SPECS use LCOS displays, redesigned waveguides, and electrochromic lenses that tint in 10 seconds.

The octopus architecture for AI agents

Key Points

• TorkBot uses a central foreground conversation that delegates work to semi-autonomous lanes with separate contexts.
• The architecture is designed to balance fast interaction, complex task execution, and continuity of personality and memory.
• Delegated lanes handle tools, I/O, and sandbox workflows while the main conversation stays simpler and more responsive.

'Ghost jobs' could soon be illegal in New York

Key Points

• New York passed a bill requiring more transparency around whether and when posted jobs will actually be filled.
• The proposal would cover large employers and third-party job platforms, and require listings to be removed shortly after hiring.
• The article says ghost jobs can result from both poor oversight and deliberate employer practices.

10Gb/s Ethernet: switching to a Broadcom SFP+ module

Key Points

• An overheating MikroTik 10GBASE-T SFP+ module caused repeated thermal shutdowns and network flapping in a home 10Gb/s setup.
• The author replaced the Marvell-based module with a Broadcom-based 10Gtek ASF-10G-T80-INT after identifying chip-generation differences.
• The new module restored connectivity, but existing SNMP-based temperature monitoring stopped reporting data and may require reconfiguration.

Calvin and Hobbes and the price of integrity

Key Points

• Bill Watterson painted and then erased a dorm-room ceiling mural while a student at Kenyon College.
• The mural episode is presented as an early example of his willingness to work intensely for its own sake.
• By 1995, *Calvin and Hobbes* had been running for ten years in more than 2,400 newspapers worldwide.

GPT‑NL: a sovereign language model for the Netherlands

Key Points

• GPT-NL is a Dutch sovereign language model project led by TNO, SURF and NFI.
• The article says the model is being built from scratch with transparent data governance and controlled access to model weights.
• The Dutch government has allocated €13.5 million to the project through RVO on behalf of the Ministry of Economic Affairs and Climate Policy.

Stop Using JWTs

Key Points

• The article says JWTs are unsuitable for browser login sessions and recommends cookie-based sessions instead.
• It argues that secure authentication still requires server-side state, undermining claims of truly stateless session handling.
• It recommends avoiding localStorage for auth credentials and suggests PASETO for short-lived signed token use cases.

Cooling at the Speed of Light

Key Points

• The article says conventional cooling methods are struggling to manage rising heat in advanced chips and datacenters.
• Optical cooling is presented as a precise way to cool localized hot spots that bulk cooling methods cannot address effectively.
• Datacenter energy data and advanced chip packaging trends show why thermal management is becoming a more serious performance and efficiency constraint.

Has AI already killed self-help nonfiction books?

Key Points

• Publishers Weekly data cited in the article shows self-help nonfiction down 26.3% year over year in Q1 2026.
• The author’s five-book catalog shows accelerating sales declines, reaching -46% in 2025 and a -57% 2026 run-rate versus 2025.
• The article argues that the timing of these declines aligns with widespread adoption of LLM tools such as ChatGPT and Claude.

Show HN: Pen and paper resource development game with an emergent world

Key Points

• Sortis is a solo notebook-based resource game built to support skip-ahead play instead of manual turn-by-turn updates.
• Its grid world uses water, forest, and mountain terrain, with progression centered on mining ore and upgrading a workshop.
• The map is generated by hand with an LFSR and XOR-based system that also encodes ore level in mountain tiles.

Apple is about to make Hide My Email useless

Key Points

• Apple says new Sign in with Apple and Hide My Email aliases will use @private.icloud.com.
• The article says a dedicated subdomain makes Apple relay addresses easier for services to block.
• The article notes users could still generate @icloud.com aliases before the change takes effect.

U.S. pulling ocean sensors a 'shock' for Canadian research as El Niño nears

Key Points

• More than 900 U.S. ocean sensors are being removed, with most of the Ocean Observatories Initiative to be dismantled by 2027.
• Researchers say the loss will weaken long-term climate, ocean and subsurface monitoring, especially as El Niño approaches the Pacific coast.
• A University of Washington seafloor cable network will remain active to monitor volcanic and seismic activity.

Show HN: Sabela – A Reactive Notebook for Haskell

Key Points

• Sabela is showcased as a reactive Haskell notebook platform with browser-readable and runnable notebooks.
• The gallery lists five notebooks spanning geometry, effects, regression, FRP, and Haskell-Python interoperability.
• Each notebook includes metadata such as author, tags, publication date, and a downloadable markdown source file.

The Web We Know Is Going to Disappear

Key Points

• The author argues that the open web is being replaced by more centralized interfaces, particularly AI chat systems.
• He traces his personal experience from floppy-disk information sharing to BBSs and then to the early web.
• The article says the lasting constant is user behavior—connecting, publishing, exchanging, and discovering—not any single interface.

Nobody clicks your share buttons

Key Points

• Multiple datasets cited in the article place social share button usage at roughly 0.2% to 0.25%.
• The article says users often share by copying links or using browser-native tools instead of embedded buttons.
• Private sharing through email, texts, and Slack can show up as direct traffic in analytics.

Frood, an Alpine Initramfs NAS

Key Points

• Frood is a NAS that boots from one initramfs containing a full Alpine Linux system.
• The design replaces Alpine diskless overlays with a git-tracked declarative build process.
• The implementation builds on Linux initramfs behavior and the `alpine-make-rootfs` script.

Databricks Launches LTAP: A Unified OLAP/OLTP Data Architecture

Key Points

• Databricks launched LTAP as a single-storage architecture for OLTP, OLAP, streaming, and operational data.
• The company says LTAP removes ETL, replicas, and CDC-style pipelines by unifying data at the storage layer.
• Lakebase underpins LTAP, and Databricks says it already serves thousands of customers and 12 million database launches per day.

ASM SHADER TOY – It's shader toy but you code in asm

Key Points

• ASM Shader Toy provides a browser editor for assembly-style shaders with live WGSL output.
• The default demo shader uses include files, built-in input aliases, and math operations to produce color output.
• The displayed environment compiled successfully and ran using a WebGL2 fallback renderer at 35.6 fps.

Show HN: VoiceDraw – Talk system design out loud, the diagrams draw themselves

Key Points

• VoiceDraw converts spoken or typed descriptions into architecture diagrams.
• The tool renders diagrams in real time on a drawing canvas.
• A short product tour is provided to explain the workflow in under a minute.

GrapheneOS has been ported to Android 17 and official releases are coming soon

Key Points

• GrapheneOS says it has fully ported its OS to Android 17 and is publishing the code.
• An initial official Android 17 release is planned for the day after Android 17’s official launch.
• The project clarified that Android 17 support is complete for all supported devices, not only the devices initially listed.

W.H. Auden and James Schuyler in life and literature

Key Points

• Nathan Kernan’s biography shows James Schuyler played a major role in W.H. Auden’s life, not merely as a typist but as a close personal presence.
• Auden’s circle in New York, Florence, and Ischia included Chester Kallman, Bill Aalto, and later Charles Heilemann, with a major rupture after Aalto’s attack on Schuyler.
• Auden relied on Alan Ansen and James Schuyler to type manuscripts, revealing the collaborative support behind his writing process.

Show HN: cuTile Rust: Safe, data-race-free GPU kernels in Rust

Key Points

• cuTile Rust applies Rust ownership and safety rules to GPU kernels using tile-based tensor partitioning.
• Kernels are authored in Rust and JIT-compiled through CUDA Tile IR into GPU cubins at runtime.
• The accompanying paper reports near-peak NVIDIA GPU performance and competitive inference results using Grout.

A Nipkow Disk Mechanical TV Simulator

Key Points

• Nipkow Disk — Interactive Lab simulates a mechanical television system directly in the browser.
• The experience is a free preview of Analog TV Simulator for iPhone, iPad, and Mac.
• Users can adjust real physical parameters and test the system with built-in, uploaded, or webcam-based imagery.

The UK's Teen Social Media Ban Is Political Theater, Not Child Safety Policy

Key Points

• The article says Starmer wants tech firms to block explicit-image sharing by children through device-level controls.
• The UK is reportedly preparing an under-16 social media ban covering major platforms, with some services exempted.
• Additional measures under consideration include restrictions on gaming and livestreaming platforms, curfews, and limits on infinite scrolling.

Humiliating IIS servers for fun and jail time

Key Points

• The article outlines a bug bounty workflow for discovering and validating Microsoft IIS servers.
• It highlights passive discovery through Shodan-like search engines and Google dorking for IIS and ASP.NET indicators.
• It recommends active fingerprinting through raw requests and response header analysis to confirm IIS deployments.

NLnet announces funding for 67 more open-source projects

Key Points

• NLnet awarded grants to 67 projects across three open-source funding programmes.
• NGI Taler and NGI Fediversity selected six outside projects tied to payments and hosted cloud services.
• The programmes are funded by the European Commission, with additional support from Switzerland's SERI for the Commons Fund.

Wolfram Language and Mathematica Version 15, AI Assistant, Symbolic Music, More

Key Points

• Version 15 is presented as a major new Wolfram Language release tied to the product’s long history since Mathematica 1.0 in 1988.
• The article frames AI as a major new driver and says Wolfram is now designing more explicitly for both human and AI users.
• Wolfram positions its language as a precise, inspectable way to formalize AI-generated work, especially in technical domains.

A brief tour of the PDP-11, the most influential minicomputer of all time (2022)

Key Points

• The PDP-11 is presented as a historically important minicomputer that helped popularize interactive computing.
• The article links the PDP-11 to the emergence of UNIX, C, and influential hardware architecture ideas.
• Despite limited early hardware, the PDP-11 found wide use across industry, infrastructure, defense, and telecommunications.

The Magic Roundabout of Seattle Area

Key Points

• The game is optimized for desktop or laptop play with a keyboard, not mobile.
• Players must reach a target exit, with lane changes penalized and collisions ending the run.
• It satirically models the 85th Street and I-405 interchange and is not affiliated with the City of Kirkland or WSDOT.

All about the IBM 1130 Computing System

Key Points

• IBM introduced the IBM 1130 in 1965 as its least-expensive computer for education and engineering markets.
• The article says the 1130 became popular and gave many users an early personal computing experience.
• IBM1130.org is an unofficial enthusiast site featuring an IBM 1130 simulator and information about an annual fan gathering.

Stop Killing Games fails to secure EU law despite 1.3M signatures

Key Points

• The European Commission rejected a legal mandate to keep discontinued games playable despite the initiative clearing 1.29 million verified signatures.
• The Commission will pursue a voluntary industry code of conduct instead of binding legislation.
• Stop Killing Games says it will continue its push through the Digital Fairness Act, while related legal disputes continue over Ubisoft’s The Crew.

Demystifying Noise Contrastive Estimation

Key Points

• The article explains Local NCE, Global NCE, InfoNCE, and partition function estimation as related methods for efficient probabilistic learning.
• InfoNCE is presented as a mutual-information-related objective used in applications such as CLIP and SimCLR.
• Local NCE is described as replacing expensive normalization with binary classification between true data and noise samples.

The Amphibious Villagers of Indonesia

Key Points

• Java’s coastal villages are facing chronic flooding from both rising seas and severe land subsidence.
• Residents are adapting by elevating homes, using boats and bamboo walkways, planting mangroves, or abandoning villages entirely.
• The article says government protection has focused on Jakarta, while many rural communities receive little support.

Leaked OpenAI financials show $38.5B loss and compute burn

Key Points

• Leaked 2025 financials reportedly show OpenAI had $13.07 billion in revenue and a $38.53 billion net loss attributable to the company.
• The article highlights a $20.92 billion operating loss as the clearest measure of OpenAI's underlying business performance.
• The leak comes as OpenAI pursues an IPO and promotes a scale strategy backed by major fundraising, user growth, and monthly revenue claims.

Working in Glass

Key Points

• The article links self-made glass apparatus to the rise of the modern laboratory.
• Justus Liebig adapted to limited resources in Giessen by learning and teaching glassblowing.
• Liebig’s Kaliapparat enabled carbon analysis by absorbing carbon dioxide with potassium hydroxide, though it had analytical limits.

NetNewsWire Status

Key Points

• The past year focused on modernization, bug fixes, and technical debt reduction in NetNewsWire.
• The project logged 2,188 commits and introduced significant updates across performance, diagnostics, and developer tooling.
• Foundational work is nearing completion, with contributors credited and support moved from Slack to Discourse.

Subterranean fungi networks more than 100 quadrillion km in length

Key Points

• The first global map of arbuscular mycorrhizal fungi estimates a total underground network length of about 110 quadrillion km.
• Grasslands were identified as the ecosystems with the densest fungal networks.
• Cropland fungal densities were found to be 47.3% lower on average than in wild ecosystems.