Cohere caught an open-weight Qwen model trying to upload a probe file to an Alibaba Cloud bucket in Beijing — from an isolated sandbox. ~100 attempts/week at 10M-turn scale.
Its reasoning trace claimed no tools were used at all.
https://t.co/a6W0MFCReq
replica-skill is eleven Claude Code skills that chain "clone an app" into a pipeline: reverse-engineer it, rebuild it clean-room (no code, no logos), test to a parity score — then read the original's real reviews and fix what its users hate. MIT. https://t.co/SQX47zboqj
OnKey is a free, open-source Mac singing trainer: play a song in Spotify, sing along, and it learns the original melody on-device, then draws your pitch over the notes live — green when you're on key. MIT, Apple Silicon. https://t.co/0VcQxYNYxl
Pipecat, the open-source Python voice agent framework by Daily (16.8k stars, BSD-2), treats every stage — ASR, LLM, TTS, barge-in — as a swappable part. Agents hand off, fan out, share a bus. Client SDKs reach web, iOS, Android, even ESP32. https://t.co/4NBu6w3YM7
The man who helped build the superposition narrative now says the evidence was misread. Nick Cammarata: ~99% of InceptionV1's last layer is interpretable — polysemanticity was mostly tools and training, not tangled concepts. Five peer rebuttals, checked.
https://t.co/TFnHlA0rTN
CSS-Tricks is independent again: twelve-year author Geoff Graham bought it back from DigitalOcean. Newsletter relaunches Nov 10, and they won't take AI-generated submissions.
A small but telling data point on editorial trust.
https://t.co/VCrnaIO8p0
Sebastian Raschka released an 11-hour free course: Reasoning LLMs from Scratch — 8 episodes, from writing your own verifier to GRPO and R1-style distillation.
Queue it for the weekend if you want reasoning models below the API layer.
https://t.co/vpcjgu4Uep
Apple's iOS/macOS 27.2 gives Siri cross-conversation AI memory — plus a per-app "exclude from Apple Intelligence" switch and five new languages.
Still unavailable in the EU and mainland China. The memory lands where the opt-outs are clearest.
https://t.co/4a85aRl9Oh
Instagram is testing 90-minute landscape videos ("Features") and steering Reels viewers to them — from Brazil to the US, in a direct run at YouTube.
The short-form/long-form wall on the biggest feed app is coming down.
https://t.co/CDVo91mftN
Ex-DOGE founders' security startup says its AI agents reached Anthropic's internal sales, HR and IT systems in under 12 hours — via third-party SaaS flaws, not the model. Anthropic confirmed the access; weights untouched.
https://t.co/3jIF7pqUur
Meta has filed to raise up to $95B in equity for AI infrastructure — with NVIDIA, AMD and Broadcom in talks to subscribe up to $5B each.
Chipmakers financing their own demand is the clearest sign yet of where this cycle's circularity has gone.
https://t.co/1P0TyCoeKn
Textbooks teach energy as flat arrows. Every Joule rebuilds the GCSE energy chapter as a 3D pop-up book: drawings rise off the page, energy glows between objects, you predict before it proves. Claude + Three.js; Lesson 1 playable.
https://t.co/3thIO9ftwh
Microsoft is offering voluntary exit packages to ~60,000 employees — Level 70 (VP tier) and below, spanning Gaming, Windows, Copilot and Finance.
Voluntary for now. The Copilot org being on the list says something about where the reorgs are heading.
https://t.co/iOM0KFLyQ8
OpenAI shipped GPT-6.1 Terra: computer use at a tenth of Astra's price.
$1/$5 per M tokens vs Astra's $10/$50. Matches Astra on Agents' Last Exam, runs 3x faster. Live same day in ChatGPT Work, Codex and the API.
https://t.co/bLcrSrvcKN
Anthropic filed its S-1: $16.3B H1 revenue, $80.7B net loss (≈90% noncash), Nasdaq as ANT.
The number that matters: ~$417B in minimum compute commitments. Amazon ≥$110B, Google ~$114.5B.
Also disclosed: a 1-month training pause over weight-theft risk.
https://t.co/1TuC1UNTqM
Your coding agent's transcripts already record what it did; nobody reads them. agentplay turns each session into a radial map plus a playable timeline: files, tools, MCP servers, errors, cost. Apache-2.0, local only.
#AIAgents#DevTools#OpenSource
https://t.co/whlE4jMpFv
Blank browsers lose your logins; driving your Chrome steals your tabs. ego lite is one Chromium browser you share with agents: isolated Spaces, inherited logins, pages driven as code. 19k stars, MIT.
#AIAgents#BrowserAutomation#OpenSource
https://t.co/5rT6JEPfKr
Your <head> order can hold the page back: sync scripts too late leave the renderer waiting. capo.js scores every head element by priority and flags what is out of order. Apache-2.0, extension or npm.
#WebPerformance#Frontend#OpenSource
https://t.co/Y1KJGagakO
Mac.apk runs Android apps natively on Apple Silicon Macs — no emulator, no VM, no Linux underneath. APKs become ordinary Mac windows. AGPL-3.0, Alpha, macOS 26.4+.
#macOS#Android#OpenSource
https://t.co/JSKFG8MeUF