News 2026-10-30

Technology & AI (10)

▸Benchmarking Nvidia’s Vera CPU for the data center — standalone Vera tested against Granite Rapids-AP and EPYC TurinTom's Hardware · 2d ago

Nvidia's 88-core Vera CPU beat x86 rivals in Python performance using 1.5 TB of Samsung LPDDR5-9600 SOCAMM2 memory.

▸Official Claude Code Extension on Cursor Marketplace Trojanized with Persistent SSH BackdoorThe Hacker News · 3d ago

Researchers found a trojanized version of Anthropic's official Claude Code extension 2.1.313 on the Cursor Marketplace installed a persistent SSH backdoor on up to 5,000 users.

▸Grace Blackwell needs a new scheduler: 27% more usable GPUs from the same racksHacker News · 3d ago

NVIDIA's NVL72 systems deliver up to 4.4x higher throughput per GPU than 8-GPU B200 servers via unified NVLink fabric.

▸AI demand triggers massive PCB shortage for PC makers as order books full until 2030 — lead times stretch to 30 months as material costs surge 12xTom's Hardware · 3d ago

AI demand stretches PCB lead times to 30 months, surging CCL costs 12x and filling order books until 2030.

▸AI demand triggers massive PCB shortage for PC makers as order books full until 2030Tom's Hardware · 3d ago

AI demand triggers massive PCB shortage for PC makers as order books fill until 2030.

▸Researchers find bugs in 5 AI developer tools, with OpenAI and Microsoft flaws still unpatchedThe Register · 3d ago

Forever Security researchers found five unpatched AI tool flaws in OpenAI and Microsoft products.

▸ASRock Industrial AI Box-A395 Review: Taking Strix Halo to WorkServeTheHome · 4d ago

ASRock released the AI Box-A395 mini-PC with an AMD Ryzen AI Max+ 395 processor and 128GB soldered memory.

▸Tape is so not dead that Fujifilm will increase production capacity 5xThe Register · 4d ago

Fujifilm will increase LTO tape production capacity fivefold by spending ¥10 billion to expand its Odawara plant for tenth-gen tapes.

▸Anthropic engineer declares the coding interview deadThe Register · 4d ago

Anthropic engineer Felix Rieseberg declared the coding interview dead after Claude outperformed humans on React and assembly challenges.

▸An Attempt at a Useful Desktop OS For MicrocontrollersHackaday · 3d ago

Thomas is developing SylphideOS, a FreeRTOS-based GUI OS for RP2350 and ESP32 microcontrollers.

Finance & Markets (8)

▸ChatGPT, Claude, Gemini, & Co.: They Are Not Brains, They Are Kernel-Smoother Functions: HOISTED FROM THE ARCHIVESGrasping Reality (Brad DeLong) · 3d ago

DeLong cites HermesInteractive agent error using gemma4:26b-mlx model to show LLMs are kernel-smoother functions, not brains.

▸CROSSPOST: HENRY FARRELL: Agentic AI Is Myth Set in MotionGrasping Reality (Brad DeLong) · 3d ago

Henry Farrell and Cosma Shalizi argue in the Economist that Agentic AI is a condensate of human culture, not an individual intelligence.

▸James Galbraith: What Can the Last Great Crash Say About the Next One? Oil, AI, and the Perils of Technological RevolutionNaked Capitalism · 3d ago

James Galbraith argues that his father's 1954 book failed to explain the 1929 Crash despite listing five causes.

▸Monetary policy in times of geopolitical tensions and technological disruptionBIS (central bankers' speeches) · 6d ago

Governor Olli Rehn asserts the ECB warranted a 0.25 percentage point rate hike to stabilize inflation at 3.8%.

▸Chartbook 481 How stable is the profit dollar in an age of “speedball capitalism”?Chartbook · 4d ago

Record USD 904 billion in foreign US equity purchases over 12 months threatens the dollar's stability if the AI trade unwinds.

▸Mirable Dictu! AI Is Set to Destroy Major Software Quasi MonopoliesNaked Capitalism · 4d ago

Developer Brandon Thomas used Anthropic's Claude Opus 5.5 to create open-source Adobe replacements launching September 30.

▸Iran War: Senator Murphy Warns of “Insane” US Attack Plans as Iran Rejects JD Vance Negotiation Outreach, Wall Street Journal Applies Porcine Maquillage to Unsustainable US Hormuz Oil Shuttle DefenseNaked Capitalism · 3d ago

Senator Chris Murphy calls US strike plans insane while Iran rejects JD Vance's outreach and demands Hormuz Strait opening.

▸Can Artificial Intelligence Forecast Treatment Effects in Economics?Marginal Revolution · 3d ago

Evan Vivalt found AI forecasts achieved a median absolute error of 0.054 SD on 673 standardized treatment effects from 39 papers.

Science (8)

▸Think Twice: The Metis-1.6 Technical ReportarXiv cs.LG · 3d ago

A researcher built Metis-1.6, a hybrid Mamba-2 and attention model with 2.94B and 10.23B parameters, ranking seventh overall and second in math.

▸Exposure Is Not Commitment: Double-Stratified Evaluation of Latent Monitors for Tool-Using AgentsarXiv cs.CL · 3d ago

A double-stratified evaluation on Qwen AgentDojo shows naive monitors learn exposure rather than commitment, with OLMo-2-7B reaching 0.912 AUROC.

▸Finite-Sample Optimal Conformal Prediction Sets under Covariate ShiftarXiv stat.ML · 3d ago

The study proves inverse-density selection minimizes expected length across 36 configurations and four datasets under covariate shift.

▸Scaling Lean Theorem Proving for Real-World Code VerificationarXiv cs.CL · 3d ago

EasyProver solved 669 of 672 PutnamBench problems using recursive agents and an elastic elaboration service.

▸What Does LOL Measure? Hidden Label Shifts in Low-Light Enhancement BenchmarksarXiv cs.CV · 3d ago

An audit of LOL-v1 and LOLv2 benchmarks found test labels differed from training labels, inflating model scores by 0.9-2.0 dB.

▸What a Weight Update Buys: Leverage Across Training StagesarXiv cs.LG · 3d ago

The study analyzes Olmo-3, T\"ulu-3, Zephyr, and OLMo-2, showing DPO reaches 400-23,000 leverage while bf16 training freezes 36-99% of coordinates.

▸Investigating the Early Signatures of Feature Learning in Deep Linear NetworksarXiv stat.ML · 3d ago

This study shows one-step generalization advantage vanishes for isotropic inputs but appears when spike strength and effective signal-to-noise ratio are sufficiently large.

▸OpenFrontiers: A Collection of Open Research Problems and a Benchmark for Scientific RediscoveryarXiv cs.AI · 3d ago

Researchers introduced OpenFrontiers, a resource with 12,151 problems and a 200-problem benchmark where closed-book rediscovery succeeded in at most 7 of 40 resolved problems.

World (8)

▸JD Vance letter may offer last chance to avert fresh conflict between US and IranThe Guardian · 3d ago

US Vice-President JD Vance sent a letter to Mohsen Rezaei offering to restart diplomacy in return for US sanctions relief if Tehran commits to its nuclear programme and opens the strait of Hormuz within seven days.

▸Appellate sentencing in Yoon's high-stakes election law case to be broadcast liveThe Korea Herald · 3d ago

Seoul High Court will broadcast live former President Yoon Suk Yeol's sentencing hearing for election law violation charges.

▸China expels a record number from Communist party amid Xi’s intensified purges of top officialsThe Guardian · 3d ago

China expelled a record 33 members from the Communist Party during this week's fifth plenum.

▸As North Korea’s Loudspeaker Broadcasts Loom, South Korea Has No Good OptionsThe Diplomat · 3d ago

Kim Yo Jong announced North Korea would resume loudspeaker broadcasts by October 31 following a September 21 landmine blast that injured three South Korean soldiers.

▸US weighs new Iran strikes as Vance reaches out: Is war or a deal closer?Al Jazeera · 2d ago

CENTCOM's Admiral Brad Trump briefed President Donald Trump on renewed attack options while Vice President JD Vance offered to meet Iran's Mohsen Rezaei.

▸Fed holds interest rates steady even as inflation remains stubbornNPR · 4d ago

The Fed held rates steady at 3.75% to 4% despite 3.7% inflation, with governors Cook and Hammack voting to raise them.

▸US and Japan agree to establish a Japanese facility for joint missile productionNPR · 3d ago

Defense Ministers Koizumi and Hegseth announced a joint Japanese facility for AMRAAM final assembly under Operation Supercharge.

▸[Contribution] From Zeitenwende to strategic industrial partnership: A new chapter in Germany-Korea defense cooperationThe Korea Herald · 4d ago

Germany and South Korea are advancing defense cooperation from a trade-based relationship to a strategic industrial partnership.

A dramatic editorial illustration depicting a chaotic digital landscape where towering server racks of glowing green and blue chips merge into jagged, stormy clouds over a fractured globe, with translucent, ghostly code fragments and financial charts swirling violently in the air, illuminated by stark, high-contrast studio lighting that casts long, anxious shadows across a desk cluttered with obsolete microcontrollers and futuristic AI interfaces, rendered in a gritty, high-detail ink-wash style that conveys the tension between technological acceleration and geopolitical instability.