https://sysnote.net/news/thinking-machines-releases-inkling-2-small-weights-under-apache-2-0-and-the-mode sysnoteen 2026-11-13T14:16:44+00:00 Thinking Machines releases Inkling 2 Small weights under Apache 2.0, and the model was trained in NVFP4 from the start https://sysnote.net/news/so-arena-benchmark-openai-s-decisions-api-scores-26-points-below-gpt-6-luna-as-g sysnoteen 2026-11-13T14:16:41+00:00 SO-Arena benchmark: OpenAI's Decisions API scores 26 points below GPT-6 Luna, as Gemini Decision 1 arrives untested https://sysnote.net/news/will-depue-s-blackwell-fingerprint-rebuilt-deepseek-v4-flash-and-kimi-k3-weights sysnoteen 2026-11-13T10:12:20+00:00 Will DePue's Blackwell fingerprint, rebuilt: DeepSeek-V4-Flash and Kimi K3 weights fit only 148- and 152-SM GPUs https://sysnote.net/news/mcp-vs-cli-for-agents-arxiv-2610-34298-no-winner-across-18-settings-and-the-stud sysnoteen 2026-11-13T10:12:15+00:00 MCP vs CLI for agents (arXiv:2610.34298): no winner across 18 settings, and the study's "MCP" is a JSON format in the prompt https://sysnote.net/news/codex-banked-reset-lands-on-thursday-november-12-tibo-says-it-is-activated-and-r sysnoteen 2026-11-13T10:12:12+00:00 Codex banked reset lands on Thursday, November 12: Tibo says it is "activated" and rolling out to accounts https://sysnote.net/news/gemini-4-hydrogen-costs-twice-gemini-3-8-flash-per-token-and-a-quarter-as-much-p sysnoteen 2026-11-12T21:00:35+00:00 Gemini 4 Hydrogen costs twice Gemini 3.8 Flash per token, and a quarter as much per task https://sysnote.net/news/anthropic-prices-its-ipo-at-70-78-a-share-as-ant-its-4x-compute-efficiency-is-re sysnoteen 2026-11-12T17:10:05+00:00 Anthropic prices its IPO at $70–78 a share as "ANT". Its ">4x compute efficiency" is revenue per compute dollar, and it fell last quarter https://sysnote.net/news/why-olmo-3-7b-instruct-says-openai-made-it-its-40-identity-lines-all-sit-behind sysnoteen 2026-11-12T17:10:00+00:00 Why Olmo-3-7B-Instruct says OpenAI made it: its 40 identity lines all sit behind a system prompt https://sysnote.net/news/we-ran-meta-s-e-means-on-sift1m-25-iteration-k-means-quality-in-3-epochs-7-faste sysnoteen 2026-11-12T12:19:29+00:00 We ran Meta's e-means on SIFT1M: 25-iteration k-means quality in 3 epochs, 7× faster on CPU, and the same IVF recall https://sysnote.net/news/huawei-s-macaq-r-beats-unsloth-s-qwen3-6-35b-a3b-gguf-by-re-coding-unsloth-s-own sysnoteen 2026-11-12T12:19:25+00:00 Huawei's MACaQ-R beats Unsloth's Qwen3.6-35B-A3B GGUF by re-coding Unsloth's own file: we diffed the two https://sysnote.net/news/a-linear-program-matches-gpt-6-astra-s-qwen3-5-0-8b-weight-edit-in-a-minute-with sysnoteen 2026-11-12T07:51:01+00:00 A linear program matches GPT-6 Astra's Qwen3.5-0.8B weight edit in a minute, with 8× fewer weights, and a steering vector does it too https://sysnote.net/news/mathlive-0-111-2-quietly-fixes-the-flaw-behind-the-chatgpt-shared-link-takeover sysnoteen 2026-11-12T07:50:55+00:00 MathLive 0.111.2 quietly fixes the flaw behind the ChatGPT shared-link takeover; 92% of npm downloads are still older versions https://sysnote.net/news/opus-5-5-s-safeguards-flagged-this-session-frontier-llm-why-a-ni-hao-or-a-grpo-r sysnoteen 2026-11-12T07:50:47+00:00 "Opus 5.5's safeguards flagged this session [frontier_llm]": why a 你好 or a GRPO repo gets Claude moved to Opus 5, and why the refusal is billed https://sysnote.net/news/aws-emulator-was-written-entirely-by-ai-agents-its-own-scores-say-it-matches-rea sysnoteen 2026-11-11T22:10:47+00:00 AWS Emulator was written entirely by AI agents. Its own scores say it matches real AWS on 57% of tests