AI Weekly Malaysia

Hugging Face ran a 19-day hackathon (July 15–Aug 2, 2026) where 1,200+ participants used coding agents (Claude Code, Codex, Cursor, OpenResearch's orx) to reproduce ICML 2026 papers claim by claim, producing 6,816 Trackio logbooks covering 2,226 of the conference's 6,352 accepted papers (~a third). ICML 2026 saw 23,918 submissions and 6,352 acceptances, roughly double the prior year, partly attributed to AI agents accelerating experiment cycles and writing.

Anthropic updated Claude Tag, its Slack-integrated assistant, to read context across an entire channel rather than processing messages one at a time. The previous lightweight yes/no classifier is replaced with a four-option decision system (reply inline, start a thread, route to existing work, or stay silent), and Anthropic reports roughly 30% better accuracy in deciding when to proactively respond. The additional context does not count toward usage or spend limits on any plan.

Simon Willison notes that DeepSeek V4 Pro 0813 is now available via API on OpenRouter, with no official announcement page from DeepSeek. Open weights are likely but unconfirmed, given prior releases of DeepSeek-V4-Pro (April) and DeepSeek-V4-Flash-0731 (July). Willison observed visibly different outputs across the model's low, medium, and high reasoning levels, and benchmark numbers circulated only through a WeChat group, a deleted Reddit post, and an ASCII-art Hacker News table.

Article URL: https://okmij.org/ftp/Computation/Impressions/PrincipiaMathematica.html Comments URL: https://news.ycombinator.com/item?id=49279928 Points: 275 # Comments: 155

GPU cloud provider Nebius plans to bring online over 1 GW of datacenter capacity annually starting 2027, funded by $20-25B in 2026 capex, $9B+ in customer prepayments, and asset-backed debt using GPUs as collateral. The company projects $20-25M revenue per MW for medium-term leases and $40-50M for short-term leases under six months.

Cisco beat Q4 estimates with $1.22 adjusted EPS vs $1.17 expected and $17.25B revenue vs $16.82B expected, plus next-quarter guidance of $18B–$18.2B far above the $16.8B consensus. Shares still dropped in extended trading after a 60% run-up this quarter on AI-boom optimism.

Google unveiled the Pixel 11 lineup (Pixel 11, Pro, Pro XL, Pro Fold) with Gemini Intelligence, an agentic AI layer that works inside the OS to connect data across messages, calendars, maps, and other Google services and carry out multi-step actions like checking availability or starting reservations. Rick Osterloh said Gemini could eventually become the primary interface for phones and laptops, and noted memory shortages are pushing consumer electronics prices higher.

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CNBC's Jim Cramer declared the AI data center stock trade is rebounding after a July slump caused by the forced unwind of leveraged fund Situational Awareness. He cited Intel upsizing a stock offering from $15B to $20B and selling out, plus better-than-expected results from Super Micro Computer and Lumentum, as signs that infrastructure fundamentals are reasserting themselves.

Anthropic has begun inserting invisible watermarks into Claude's editorial text outputs to comply with the EU AI Act's Transparency Code, which requires AI-generated or AI-edited content to be machine-identifiable. Some users on Reddit are upset, arguing the system will disproportionately catch casual users rather than sophisticated ones who paraphrase or route outputs through other AI services.

Fermi, an AI nuclear power firm developing a nuclear-powered AI campus called Project Matador in Amarillo, Texas, has named board member Lee McIntire as CEO—over three months after firing co-founder Toby Neugebauer. McIntire previously led CH2M Hill and TerraPower (Bill Gates' nuclear startup). Fermi also signed TensorWave as its first binding customer lease for the campus, boosting its stock ~23% since Monday.

Ars Technica reports on a new font-based technique designed to make ordinary webpages render correctly for human visitors but produce nonsense text when extracted by AI scrapers. The actual article body was not available in the source text provided, so technical details on implementation, availability, and effectiveness are missing.

Suspected Chinese-language operators used open source AI agents (Hermes and OpenClaw) to launch a 'near-autonomous' attack on Taiwanese government systems over July 1-4, compromising 85 accounts and extracting 2,500+ personnel records. The agents deployed up to 8 sub-agents across 12 attack waves, mapping 36+ API endpoints from a single portal, finding unauthenticated user databases, solving CAPTCHAs with 100% accuracy, and discovering hidden API endpoints that returned valid authenticated sessions without credentials.

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A 16-year-old SQLite write-ahead log (WAL) checkpointing bug caused recurring database corruption in Tailscale's tailnet infrastructure starting August 2025, taking six months to diagnose. Tailscale funded SQLite maintainers to build a new virtual file system logging tool to reproduce the issue, which engineer Alex Chan described as resisting all initial debugging attempts including checks on POSIX locks, memory management, and thread safety.

Tailscale traced a series of outages starting August 2025 to a 16-year-old bug in SQLite's write-ahead log checkpointing process. After a six-month investigation, SQLite maintainers had to build a new VFS activity logging tool (funded by Tailscale) just to reproduce the issue, which resisted all initial debugging attempts. Tailscale has used SQLite as its primary database since 2022, and the corruption first surfaced during their routine snapshot-to-S3 backup pipeline.

Qualcomm has disclosed Snapdragon C specifications targeting $300 laptops, claiming 67% faster on-battery performance than Intel's N250. Notably, AC (plugged-in) performance figures were not provided, leaving a key comparison incomplete.

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Amazon has used Twitch user content to train its AI models for years, and Twitch has now introduced an opt-out mechanism. The article body was not accessible—only cookie consent boilerplate was captured—so specific details on scope, retroactivity, and how to opt out are missing from the provided text.

Northrop Grumman's Mission Extension Vehicle has detached from an Optus communications satellite after extending its life by over a year. In July 2026, four new spacecraft launched on a SpaceX Falcon 9 — a DARPA-developed Mission Robotic Vehicle with two robotic arms and three modular Mission Extension Pods — headed to attach a propulsion pod to the same Optus satellite in 2027, potentially adding six more years of revenue-generating life to a satellite launched in 2009.

A lawsuit alleges Trump was involved in a scheme to sell Truth Social API access for $100,000 per month. The article content was not captured beyond the headline, so details on the plaintiffs, legal claims, and API terms are unavailable.

Node.js creator Ryan Dahl unveiled celld, a self-hosted, distributed implementation of Cloudflare's Durable Objects and Workers that is API-compatible with Cloudflare's JavaScript APIs but claims to be significantly cheaper to run on your own infrastructure. Durable Objects co-locate compute with per-object SQLite storage and use single-threaded execution to simplify concurrency, making them well-suited for real-time collaborative apps, multiplayer games, and AI agents.

Twitch will now use creators' livestream content to train Amazon's generative AI models by default, requiring streamers to manually opt out. During a stream to nearly 3,000 users, Twitch CPO Mike Minton explicitly admitted the policy is opt-out rather than opt-in because 'if this was opt-in, nobody would opt in.' Twitch framed the change as adding an opt-out setting rather than announcing new AI training, causing confusion over whether content had already been used.

CoreWeave reported Q2 revenue of $2.6B, up 112% YoY from $1.2B, with Q3 guidance of $3.4-3.6B, driven by hyperscaler demand for AI compute capacity. The company remains unprofitable—operating expenses more than doubled and marginally exceeded revenue. Nebius also surged 34% in a broader neocloud rally.

Simon Willison released alchemy-utils 0.1a0, a cross-database version of his sqlite-utils library built on SQLAlchemy that supports PostgreSQL, SQLite, and DuckDB. He generated the prototype using Codex and GPT-5.6 Sol Ultra with red/green TDD, taking very few follow-up prompts to reach an alpha release. He also used Codex to optimize a CSV-to-DuckDB insertion task from nearly an hour down to 35 seconds.