Big Tech shares are slipping as AI infrastructure spending outpaces profits, with bond lenders’ patience now key to whether the boom succeeds. Researchers also found AI agent swarms in Minecraft collapsed into bureaucracy—four agents spent 11 minutes choosing a fertilizer operator—while a new JEPA paper argues aligned “positive views,” not scale alone, drive shared representations. Meanwhile, Apollo 14’s “Moon Trees” remain living tributes.
🤖 AI & Automation
AI agent swarms in Minecraft fail to build civilization, drown in bureaucracy
Researchers tested AI agent swarms in Minecraft, finding that a 50-agent civilization failed to thrive after early zombie losses and descended into bureaucracy, such as four agents spending 11 minutes appointing a fertilizer operator for one wheat block. In competitive tests, GPT agents used more aggressive, hive-like strategies and beat Claude agents 6-1 in Mindustry, while Claude agents were more defensive and democratic in decision-making.
Proving and Improving the Platonic Representation Hypothesis with JEPAs
A new paper proves a Platonic Representation Theorem showing that Joint-Embedding Predictive Architectures (JEPAs) trained separately on multiple modalities learn the same representation up to one rotation when given good views, and frames next-token prediction as a JEPA with bad views that aligns only through scale. Using 145k captions and texts from 940M web images, the authors validate the theory, derive a scaling law of alignment, and find good views need 42 times fewer training samples than next-token prediction. They report that a 109M-parameter text JEPA aligns with DINOv2 and CLIP image encoders better than evaluated language models up to 72B parameters, concluding that positive views, not scale alone, are the key to platonic representations.
The question we should all be asking about AI
Big Tech stocks are slumping because massive AI infrastructure spending is not yet producing profits that justify the cost, even as AI capital expenditures are projected to remain enormous. The stock market is worried, but the bond market is still lending heavily to finance the buildout, so the key question is how long lenders will sustain the spending spree. That financing capacity will ultimately determine whether AI becomes a success or a bust.
The AI cost of JavaScript frameworks
The article criticizes evidence-free, vibe-based choices in JavaScript framework adoption and describes a benchmark in which AI agents built a non-trivial Pokémon app using different frameworks and meta-frameworks. The benchmark compared development time, token usage, lines of code, spec conformance, and Lighthouse performance/accessibility scores, while acknowledging that a single app is not a perfect experiment.
- The AI cost of JavaScript frameworks — nolanlawson.com
DeepSeek open-sources Super-Agent research prototype, coding agent for group chats, suggests fixes
DeepSeek has open-sourced a research prototype called “Super-Agent,” a more autonomous coding agent aimed at rivaling Anthropic’s Claude Code. According to DeepSeek’s Harness team, it can proactively monitor developers’ group chats for coding issues and suggest solutions without being prompted.
- DeepSeek open-sources Super-Agent research prototype, coding agent for group chats, suggests fixes — bloomberg.com
Tests: chatbots rely on obscure AI-built voter sites; Copilot cited Ballot Brief 75%, ChatGPT 22%
Tests found that chatbots relied on three obscure AI-built voter information sites when answering U.S. midterm questions, with Copilot citing the error-prone Ballot Brief in 75% of tests and ChatGPT in 22%. Experts worry such influential AI-created sites could quietly spread errors to millions of voters.
- Tests: chatbots rely on obscure AI-built voter sites; Copilot cited Ballot Brief 75%, ChatGPT 22% — washingtonpost.com
🔐 Security & Privacy
Brazilian Court Sanctions Lawyers for Prompt Injection in Court Filing
A Brazilian labor court censured and fined two lawyers after they hid a prompt-injection instruction in a court filing intended to manipulate the AI system reviewing it. The AI tool detected the white-on-white text and blocked it, and the court imposed a fine of about $16,000, in what may be the first judicial ruling globally addressing intentional manipulation of a court’s AI system.
- Brazilian Court Sanctions Lawyers for Prompt Injection in Court Filing — jetstream.security
Leaking Secrets from Air-Gap Computers by Spelling Radio Signals from RAM
Researchers present RAMBO, an attack in which malware on a compromised air-gapped computer encodes sensitive information into software-generated radio signals from RAM that can be intercepted with SDR hardware and an off-the-shelf antenna and decoded. The method can leak data such as files, images, keylogs, biometric information, and encryption keys at up to 1,000 bits per second, and the paper also proposes countermeasures.
Russia-linked hacktivists’ crude cyber campaign caused physical damage in NATO countries over 2 yrs
Russia-linked hacktivist groups have waged a crude two-year cyber-sabotage campaign against NATO-aligned countries, causing physical damage through attacks on industrial systems. In Spain, incidents including disabled crematorium ovens, a factory fire, and disrupted winery systems were tied to a campaign in which police arrested an Italian man accused of aiding a group behind as many as 40 attacks and more than $100,000 in losses. The hackers often appear not to fully understand the systems they target.
- Russia-linked hacktivists’ crude cyber campaign caused physical damage in NATO countries over 2 yrs — bloomberg.com
💻 Software & Hardware
Pi Is the Last Harness
The article argues that AI coding tools are changing rapidly while core coding practices and harness basics like text I/O, tool calling, and observability remain stable. It advocates Pi as the ideal coding harness because it is open source, vendor-agnostic, extensible, minimal, and user-controlled, avoiding lock-in. It also claims Pi is likely to remain a strong choice due to its established community and the difficulty of producing a 10x better alternative.
- Pi Is the Last Harness — destiner.io
Novellas with Groff
The author has written two unpublished novellas—about 15k and 40k words—the first taking over seven months and the longer second only ten days, after rediscovering an enjoyment of reading fiction. The post describes typesetting them in groff using a small custom macro package, praising its speed and high-quality output.
- Novellas with Groff — movq.de
OpenIDEA: The IDE you know, rebuilt in Rust
OpenIDEA is a Rust-based IDE that brings IntelliJ IDEA’s keymap, tool windows, and search workflows to a native app, with editor, code insight, debugger, Git, terminal, database, and HTTP clients for 60+ languages on macOS, Windows, and Linux. In a benchmark opening the freqtrade Python project, OpenIDEA started and became ready faster, used significantly less memory, and quit faster than IntelliJ IDEA 2026.2.3.
- OpenIDEA: The IDE you know, rebuilt in Rust — github.com
Bastard
An opinion article criticizes Sam Altman’s suggestion that personal-computer RAM is wasted and should instead be concentrated in data centres, arguing that this reflects a push toward rented, centralized computing. The author claims such a model would give Altman control over access, user data, pricing, and permitted uses, and attacks tech billionaires as self-interested rather than expert benefactors.
- Bastard — bez-lightyear.bearblog.dev
OTape
oTAPE 1.0 is a release candidate for an open specification defining .otape, a self-contained offline file format for digital cassettes. Each .otape file is a ZIP+JSON archive holding both fixed-length sides as continuous recordings plus the label, J-card, and record tabs. A browser-based Web Deck plays .otape files locally and can emulate vintage tape-machine sound without altering the file.
- OTape — otape.org
Vela, a New Linux Desktop Environment
A developer has released Vela, a new GPL3-licensed stacking Linux desktop environment built on wlroots with a custom renderer and requiring Vulkan 1.4 with no OpenGL fallback. After a month of alpha testing, Vela is now at 0.1.0 beta and has been tested on AMD and Nvidia GPUs. The project is seeking users to test it on their hardware and report issues, as well as contributors.
- Vela, a New Linux Desktop Environment — velade.org
BBRouter – Ben Eater’s 8-bit computer, simulated on 3D breadboards
A developer has released BBRouter, a realistic virtual breadboard editor for simulating Ben Eater’s 8-bit computer on 3D breadboards. It includes side-by-side diffs, an oscilloscope, auto-synced schematics, an auto-router, Arduino IDE uploads, and MCP-based AI assistance, plus a live SAP-1 build users can orbit, probe, and follow step by step. The Maker plan costs $7/month, with code HACKERNEWS giving the first month free and then $5/month.
groff/troff macros: ms, mm, me or mom
The article explains that troff/groff are Unix typesetting systems that use plain-text documents and macros to separate formatting from content. It recommends using the ms macro package by default, mom for novels, and mm for structured documents, noting that troff is difficult but efficient for technical writing, reformatting, and programmatic document generation. Groff is the modern GNU clone of the largely obsolete original troff.
- groff/troff macros: ms, mm, me or mom — stephenlindholm.com
XKCD and Fourier
The article discusses reactions to an XKCD comic about Fourier series approximations: recognition, then realization that the Gibbs phenomenon does not disappear with more terms but only concentrates near discontinuities. It notes that this technical caveat ruins the joke.
- XKCD and Fourier — leancrew.com
Non-Determinism and Overcount on Modern Hardware Performance Counter Implementations
A study of eleven x86_64 CPU implementations finds that hardware performance counters expected to be exact, such as retired instructions, show run-to-run variation and overcounting, partly because the iret interrupt-return instruction is counted as a userspace instruction. Only a few events, such as conditional branches and retired stores, are deterministic enough for strict deterministic execution environments. ARM, IA64, POWER, and SPARC counters appear more deterministic, while workarounds for x86_64 are often impossible without PMU redesign.
- Non-Determinism and Overcount on Modern Hardware Performance Counter Implementations — web.eece.maine.edu
OverlayFS Sees Many Fixes Thanks To AI Code Review
OverlayFS has received numerous fixes for Linux 7.4, including security-relevant bugs such as an information leak, use-after-free, and NULL dereference issues reachable by unprivileged users. The fixes, uncovered through Chris Mason’s AI/LLM-driven code review, are also marked for back-porting to stable kernel versions.
- OverlayFS Sees Many Fixes Thanks To AI Code Review — phoronix.com
Linux 7.4 Merge Window Saw Nearly 20k Commits, Source Tree Approaching 42 Million Lines
Linux 7.4’s merge window has been the busiest on record with 19,671 Git commits since Linux 7.3, far above recent cycles. Ahead of Linux 7.4-rc1, the kernel source tree has grown to 41,605,120 lines, approaching 42 million. Linux 7.4-rc1 was expected later today.
- Linux 7.4 Merge Window Saw Nearly 20k Commits, Source Tree Approaching 42 Million Lines — phoronix.com
Brief Server Downtime Expected Tonight
Phoronix.com and associated sites will be briefly down around midnight PST / 3 AM EST on November 1 due to a failed drive in the NVMe SSD RAID array. The drive cannot be hot-swapped, so the server must be powered down, though downtime is expected to be minimal.
- Brief Server Downtime Expected Tonight — phoronix.com
‘Mother of all editors’ Emacs is 50
Emacs, the MIT AI Lab-born text editor, is celebrating its 50th anniversary, with MIT Technology Review linking it to the birth of the free software movement. Its name comes from “Editing MACroS” built on TECO, and Richard Stallman is credited with taking over most development in late 1976 and turning it into a powerful editor. GNU Emacs remains in active development, while forks such as XEmacs and SXEmacs still persist.
- ‘Mother of all editors’ Emacs is 50 — theregister.com
🏛️ Policy & Economy
A tiny Pacific country rolls out universal basic income
Tuvalu, a tiny Pacific island nation, has begun rolling out a universal basic income program for its citizens. The scheme provides regular cash payments aimed at supporting household incomes.
- A tiny Pacific country rolls out universal basic income — economist.com
We’re Living in the Age of the Imperial CEO
Anthropic has filed paperwork for what may be the largest IPO ever, with its prospectus revealing that the company’s seven founders will hold voting power at the expense of would-be investors. The filing highlights the growing influence of founder-led, “imperial CEO” governance in major tech companies.
Hermantown approves controversial Google Data Center during late night meeting
The Hermantown City Council unanimously approved key agreements late Friday for a controversial 1.7 million-square-foot Google data center proposed on more than 200 acres near Duluth, despite vehement local opposition. The approvals followed four hours of public comment and came after two rescheduled meetings prompted by protests. The council backed a development agreement, a special use permit, and a decommissioning plan for the project.
How AI may drive union-resistant tech workers to the bargaining table
Tech workers are increasingly turning to unions as AI-related layoffs, heavier workloads, employee surveillance, and ethical concerns about AI products intensify. Employees at Google DeepMind and Meta in the UK are seeking union recognition, while the Alphabet Workers Union reports growing participation in collective actions. The trend is being watched as a bellwether for how AI’s spread may affect workers in other industries.
- How AI may drive union-resistant tech workers to the bargaining table — theguardian.com
White House OSTP Director Michael Kratsios, ex-Thiel aide steering Trump AI policy
Michael Kratsios, director of the White House Office of Science and Technology Policy and a former Peter Thiel aide, is one of a handful of officials steering the Trump administration’s AI policy. The profile examines his role in the little-known office through which efforts to regulate AI and reform American science run, including his work assembling top tech executives.
Default-insurance costs for Amazon, Alphabet, Microsoft, Meta, Oracle hit highest since 2021
The cost of insuring against debt defaults at hyperscalers Amazon, Alphabet, Microsoft, Meta, and Oracle has hit its highest level since 2021. With trillions of dollars riding on the AI trade, investors and tech executives are seeking high-stakes protection even as AI enthusiasm has driven stocks higher.
- Default-insurance costs for Amazon, Alphabet, Microsoft, Meta, Oracle hit highest since 2021 — wsj.com
AI industrial software firm Lumaril raises $66M Series A at $400M valuation
Lumaril, which develops AI software that optimizes industrial production by connecting to existing control systems, raised a $66 million Series A at a $400 million valuation. The company aims to turn experience-driven factory operations into a more systematic, data-informed process.
Shanghai’s NeuroXess raises ~$105M Series B for BCI tech
Shanghai-based NeuroXess, a brain-computer interface startup developing technology for movement support, speech decoding, and external device control, has raised RMB 700 million (~$105 million) in Series B funding. The round was co-led by SDIC Juli, Shenzhen Capital Group, and Qinzhi Capital.
- Shanghai’s NeuroXess raises ~$105M Series B for BCI tech — technode.com
Deepgram acquires Daily, open-source Pipecat maker that raised $62M+, for undisclosed sum
Deepgram has acquired Daily, the maker of the open-source voice AI framework Pipecat, for an undisclosed sum. Daily had raised over $62 million, and the companies said Pipecat will remain open source. The deal is aimed at strengthening Deepgram’s real-time voice and video infrastructure and voice-agent ecosystem.
- Deepgram acquires Daily, open-source Pipecat maker that raised $62M+, for undisclosed sum — techcrunch.com
🌍 Society & Culture
The “Moon Trees”
Apollo 14 astronaut Stuart Roosa carried hundreds of tree seeds in his personal kit while orbiting the Moon in 1971. After returning to Earth, the U.S. Forest Service germinated the seeds despite an accidental exposure to vacuum, producing “Moon Trees” that were planted across the United States and worldwide, often for the 1976 bicentennial. The trees serve as a living tribute to Roosa and the Apollo program.
- The “Moon Trees” — nssdc.gsfc.nasa.gov
Norway makes shithouses great again
The restrooms along Norway’s Scenic Routes are designed by notable Norwegian architecture firms and have become architectural tourist attractions, located from the Arctic to fjords and remote mountain areas, with some seasonal or weather-reinforced. A new forest-inspired restroom is planned, shaped like an upside-down tree trunk using dried wood from 60–70 trees. Visitors are reminded to keep the facilities clean by flushing and disposing of waste properly.
- Norway makes shithouses great again — visitnorway.com
IEEE Wipes Out 1,417 Papers over Sold Authorship
IEEE has removed 1,417 papers over sold authorship. The move targets research-integrity violations involving improperly purchased or sold author positions.
- IEEE Wipes Out 1,417 Papers over Sold Authorship — nature.com
AI Made Me Homeless
The article could not be summarized because its content was inaccessible, displaying only a message to enable JavaScript and cookies. No factual details about the title’s claim were provided.
- AI Made Me Homeless — medium.com
Dead Internet theory
The dead Internet theory asserts that the Internet is primarily composed of bot activity and automated content manipulated by algorithmic curation; it originated as a conspiracy theory about coordinated population control but is also used colloquially to describe the impact of generative AI. It gained renewed interest during the 2020s AI boom, and academic discussion has increasingly adopted a “leaner” version that focuses on core observations while stripping out conspiratorial elements.
- Dead Internet theory — en.wikipedia.org
An outsider’s perspective on Scion and Mononoke
The article is an outsider’s commentary on Anthropic’s centralized VCS Scion, noting its apparent debt to Meta’s Mononoke and referencing critiques that Scion is heavily inspired by Mononoke. Drawing on Databricks monorepo experience and Facebook’s Mercurial work, the author highlights features like server-side rebasing, smartlog, hg absorb, and easy undo. The main argument is that version control should prioritize intuitive, user-focused workflows that give developers confidence and make advanced operations accessible.
- An outsider’s perspective on Scion and Mononoke — typesanitizer.com
📱 Consumer & Media
Everyone Has Email. Nobody Uses It Right
The article argues that although everyone uses email, most people manage it poorly. It recommends unsubscribing from unread marketing emails, setting up filters and color-coding, and using advanced search operators to organize and find messages more efficiently.
- Everyone Has Email. Nobody Uses It Right — kaplich.me
Japan’s trains are great. Why is booking one so hard?
The article describes a software engineer’s frustration with booking Japan’s excellent trains online, citing confusing fare/ticket requirements, fragmented JR regional booking platforms, and a requirement to use a physical credit card to collect tickets. It suggests some UI differences may reflect cultural preferences, while arguing that company organizational structures—Conway’s Law—leak into the user experience. The author concludes that users should not need to understand a railway company’s internal organization to book a ticket.
- Japan’s trains are great. Why is booking one so hard? — vinibrasil.com
Pac-Man’s Siren Call
A Google designer coded the 2010 Pac-Man 30th-anniversary homepage doodle in HTML/CSS with Flash-supported sound, keeping it faithful to the original while adding a Google-logo playfield and a Ms. Pac-Man easter egg. The team made it autoplay with sound after 10 seconds of inactivity, and on launch it went viral worldwide and caused Twitter to crash. It also produced unexpected reports of a “really scary sound” coming from the game.
- Pac-Man’s Siren Call — unsung.aresluna.org
Landline phones will switch off across Britland in 100 days, no extensions – Openreach
Openreach has confirmed that Britain’s legacy public switched telephone network will be retired in 100 days, on January 31, 2027, with no extensions. Landline phones relying on the old network will therefore cease service as the switch-off proceeds.
- Landline phones will switch off across Britland in 100 days, no extensions – Openreach — theregister.com
How to Watch Liverpool vs Arsenal for Free (November 1, 2026)
The article explains how to watch Liverpool vs Arsenal at Anfield on November 1, 2026, with kickoff at 4:30 PM GMT, for free via Idman TV in Azerbaijan or Setanta Sports in the Philippines by using a VPN. It notes Arsenal are second with 21 points and Liverpool fourth with 15 ahead of the Premier League Matchweek 9 fixture.
- How to Watch Liverpool vs Arsenal for Free (November 1, 2026) — cybernews.com
How to watch college basketball 2026-27: free and paid streams
The 2026-27 college basketball season begins Nov. 1, 2026, with Notre Dame vs. Villanova in the Eternal City Tip-Off in Rome, airing on FOX and FS1. U.S. coverage is split across ESPN, FOX, CBS, Peacock, HBO Max and conference-specific services, with paid streaming options including ESPN Unlimited, FOX One, Peacock and Paramount+. UK viewers have a free DAZN option for selected games, while Canada and Australia use paid official routes, and a VPN may help travelers access geo-restricted services.
- How to watch college basketball 2026-27: free and paid streams — cybernews.com
How to watch MotoGP Malaysian Grand Prix
The 2026 MotoGP Malaysian Grand Prix takes place at Petronas Sepang International Circuit from October 30 to November 1, with the 20-lap main race starting at 3:00 PM MYT on Sunday, November 1. Marc Márquez enters the Sepang round with a 10-point championship lead. Coverage is available via DAZN in Spain, FOX Sports in the US, and ESPN/Disney+ Premium in Mexico and Spanish-speaking Latin America, with VPNs suggested for travelers accessing their home subscriptions.
- How to watch MotoGP Malaysian Grand Prix — cybernews.com