#LLM
Curated coverage on «LLM»: releases, research, benchmarks, open-source.
Matthew Green Puts 15% Odds on AI Eroding Trust in Public-Key Cryptography
Cryptographer Matthew Green gives 1% odds to a world without asymmetric encryption and 15% to us ceasing to trust current algorithms. The key risk: AI moves faster…
Artificial Analysis launches Decision Index: Jev 1.13 leads with 58 points
Artificial Analysis launched a benchmark for decision models that pick an answer in a single call. Jev 1.13 scored 58 at $42 per million tasks, ahead of GLiDE and…
Simon Willison Built a Newsletters Page by Voice: Codex and GPT-6 Astra in an Hour
A developer dictated most of a new blog feature in Codex's voice mode: 30 minutes at the stove, 30 more on review and keyboard edits. Here's how it went.
Eight Security Assumptions AI Agents Are Breaking: From Two Weeks to Ten Hours
Devin Gets 30–40% Cheaper as Fusion Tops FrontierCode 1.1 With a 68.8 Score
Google teaches EmbeddingGemma 2 to understand text, images, video, and audio
Anonymous Models Kibitz and Kalmia Surface in Code Arena: Kimi K3.1 and Qwen 4 Suspected
Anthropic is testing different Claude limits on identical plans: a gap of up to 20%
SemiAnalysis found that Anthropic is running an A/B test on Claude subscriptions: at the same price, some users get a five-hour quota about 20% smaller than…
Alibaba Qwen Unveils TRACE: FP4 Rollout Runs Up to 5.4x Faster
Qwen's TRACE method for RL on large models runs weights, activations and the KV-cache in FP4 during Rollout, delivering up to a 5.4x speedup over BF16.
iFlytek Unveils Spark X2.6, the Xingchen TaaS Platform and the SparkAudio 1.0 Speech Model
Vercel Agent gets production access through a scoped plan and a single approval
Devin Gets Personal Memory and Daily "Dreams" Backed by a Git Repository
Lovable builds GPT-Live, Claude and Gemini Omni into its chat: 9 AI tools in one place
Open-weight models take 71.5% of Vercel AI Gateway tokens and 23% of spend
Vercel's October 2026 index: open models process 71.5% of tokens and take nearly a quarter of spend. Their share of dollars has more than quadrupled since June.
Interface: a $99 smart ring that summons AI agents with a single tap
Interface is a $99 smart ring from Natura that turns a finger tap into a command for an AI agent. It works with Claude, ChatGPT, Grok Bot, Meta's Muse, and…