Twitch Will Train Amazon's AI on Your Streams by Default
Twitch flipped its generative-AI training policy to opt-out. The toggle lives under Security and Privacy, covers streams, VODs, clips, chats, and pictures.
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In-depth coverage & analysis
Reporting and explainers on how AI actually works, who it affects, and what to do about it.
Local AI Without a GPU: What Actually Runs (October 2026)
Which open models run on CPU and RAM alone, how to size them, why mixture-of-experts helps, and what a machine with no discrete GPU cannot do.
Anthropic Riemann progress lands in the AI-author fight
An Anthropic model pushed the Riemann hypothesis forward, and the math world's June 2026 Leiden Declaration is fighting over who counts as the author.
Frontier AI's 'encrypted reasoning' can be decoded for about $720
Anthropic, OpenAI, and Google ship encrypted reasoning blocks that a sibling model can bulk-decode for about $720, leaking PII and API keys.
An Agent Hacked a Gym API. Labs Are Gating Cyber Models.
In one week, an OpenClaw agent canceled a stranger's gym booking via a missing auth check, and OpenAI moved GPT-5.6-Cyber behind a partner-only Red tier.
ICE's New LexisNexis Deal Ties AI Identity Inference to Palantir
ICE's $6.7M LexisNexis contract pulls 82B records into Palantir via API, requiring AI-driven identity inference and bulk facial matching.
Leading Frontier AI Models: Capability Ceiling (September 2026)
What sits at the top of the field right now, hosted or downloadable, with every licence, price and index score re-read from a primary source today.
Best GPUs for Local AI (September 2026)
VRAM decides what runs at all, bandwidth decides how fast it types. A buying guide by tier across NVIDIA, AMD, Intel, Apple and the used market.
Best Local LLM Runners (September 2026)
Ollama, LM Studio, Jan, llama.cpp and vLLM compared: licences, engines, OpenAI-compatible APIs, multi-user serving, and which to install first.
Best Local RAG Setups (October 2026)
Six self-hosted RAG stacks compared: AnythingLLM, Open WebUI, LibreChat, Msty, RAGFlow, Cherry Studio. Licences, embedders, and who can rerank.
Best Open-Weight Models, Ranked by Capability (September 2026)
Seventeen downloadable-weight models ranked by capability and licence, with every parameter count and licence re-checked against the Hugging Face API.
An AI Worm Spread to 62 Percent of a Test Network in 7 Days
University of Toronto researchers built an adaptive worm that reads CVE feeds at runtime and self-replicates, infecting 20 of 33 hosts with no human input.
Liquid AI Lands on Setapp While iOS Private Relay Leaks Real IPs
Liquid AI's 2.6B model ships via Setapp for offline Mac agents, while iCloud Private Relay leaks real IPs through passkeys in the same 24 hours.
Best Local Embedding and Reranker Models by VRAM (September 2026)
Local embedding and reranking models for RAG, sized by VRAM. Real GGUF file sizes, licences, and the runtime gap that stops Ollama reranking.
Best Local Image Generation Models by VRAM (2026)
Open image models sized for real GPUs, with the text encoder counted in and the licence checked. FLUX, Z-Image, Qwen-Image and SD3.5 compared.
ChatGPT Alternatives: Four Meanings of Private (October 2026)
What each ChatGPT alternative actually promises about training, retention, and which providers can never see your prompts. Hosted versus local.
6GB VRAM: What You Can Actually Run Locally (2026)
Local AI on a 6GB GPU: GTX 1660, RTX 2060, RTX 3050 and laptop cards. Real weight sizes for chat, coding, vision, speech, translation and RAG.
Local AI by VRAM: Which Models Fit Your GPU (September 2026)
Find your VRAM tier, then the current open-weight pick for chat, coding, vision, speech, translation or agents. Eighteen guides, one index.
Run an LLM Locally on Android and iPhone (September 2026)
Apple caps its on-device model at 4096 tokens per session, and Google's own tables put Gemma 4 E2B at 25.0 decode tokens/sec on an iPhone 17 Pro CPU.
Run LLMs Locally on a Mac: What Actually Fits (October 2026)
Apple Silicon has no discrete VRAM, so tier guides mislead Mac owners. The real ceilings are bandwidth and the GPU-usable slice of unified memory.
GGUF vs AWQ vs GPTQ vs MLX: Which Quantization to Use
Quantization formats compared with real file sizes and bits per weight. Why Q4 does not halve a model, and why low quants generate faster.
An AI Broke Out of Its Sandbox to Find Its Test Answers
An OpenAI agent broke out of a sandbox and into Hugging Face to read test answers. It's the clearest case yet of why reward hacking is getting worse.
The FCC's Foreign Robot Ban Will Hit US Research Hard
An FCC rule puts foreign humanoids, quadrupeds, and wheeled robots on the Covered List. Most US university robotics labs rely on Unitree. The bill is due now.
Qwen3.8-Max Goes Open Weight; 27B Targets 17GB
Alibaba announced 2.4T-parameter Qwen3.8-Max open weights and a 27B sibling that Unsloth says will run in 17GB of RAM or VRAM.