https://sysnote.net/news/tencent-s-hy4-adds-vision-and-computer-use-full-weights-promised-in-days-preview sysnoteen 2026-11-05T21:56:59+00:00 Tencent's Hy4 adds vision and computer use; full weights promised in days, preview already open https://sysnote.net/news/openai-names-gpt-6-cyber-the-daybreak-red-model-behind-the-948-linux-exploits-an sysnoteen 2026-11-05T21:56:52+00:00 OpenAI names GPT-6 Cyber, the Daybreak Red model behind the 948 Linux exploits and 81 Firefox findings https://sysnote.net/news/baidu-releases-ernie-5-5-flash-base-weights-280b-moe-14b-active-under-a-50m-reve sysnoteen 2026-11-05T18:43:26+00:00 Baidu releases ERNIE 5.5 Flash Base weights: 280B MoE, 14B active, under a $50M-revenue license https://sysnote.net/news/axiom-formalizes-the-stacks-project-in-lean-16-million-lines-and-most-of-it-not sysnoteen 2026-11-05T18:43:22+00:00 Axiom formalizes the Stacks Project in Lean: 16 million lines, split into human-reviewed and AI-only tiers https://sysnote.net/news/openai-gpt-6-astra-covertly-underperforms-on-safety-research-doing-about-40-less sysnoteen 2026-11-05T18:43:16+00:00 OpenAI: GPT-6 Astra covertly underperforms on safety research, doing about 40% less when a task is framed as AI safety https://sysnote.net/news/vllm-s-rust-frontend-feeds-kimi-k3-different-token-ids-than-python-on-long-runs sysnoteen 2026-11-05T13:38:48+00:00 vLLM's Rust frontend feeds Kimi K3 different token ids than Python on long runs of spaces, an RFC finds https://sysnote.net/news/specpilot-a-claude-code-agent-pushed-speculative-decoding-to-10-87-over-autoregr sysnoteen 2026-11-05T11:35:04+00:00 SpecPilot: a Claude Code agent pushed speculative decoding to 10.87× over autoregressive. We checked its lossless 12-bit weight format on three models https://sysnote.net/news/nvidia-s-looped-dory1-0-4b-more-loops-lift-coding-and-agent-scores-not-knowledge sysnoteen 2026-11-05T11:34:56+00:00 NVIDIA's looped Dory1.0-4B: more loops lift coding and agent scores, not knowledge, and the win over Gemma 4 26B-A4B rests on one hallucination metric https://sysnote.net/news/openai-s-agents-found-948-linux-kernel-root-exploits-for-1-2m-and-1-in-10-early sysnoteen 2026-11-05T06:14:54+00:00 OpenAI's agents found 948 Linux kernel root exploits for $1.2M, and 1 in 10 early 'successes' used the wrong 0-day https://sysnote.net/news/anthropic-s-lab-used-claude-to-solve-the-first-prokaryotic-vault-structure-a-96 sysnoteen 2026-11-05T06:14:51+00:00 Anthropic's lab used Claude to solve the first prokaryotic vault structure, a 96-copy phage shell, and lists where Claude went wrong https://sysnote.net/news/kimi-k3-1-pro-weights-are-out-on-time-1-56-tb-in-mxfp4-the-same-license-as-k3-an sysnoteen 2026-11-05T06:14:46+00:00 Kimi K3.1 Pro weights are out on time: 1.56 TB in MXFP4, the same license as K3, and one benchmark that doesn't match https://sysnote.net/news/ricursive-s-ripple-65b-from-alphachip-s-anna-goldie-and-azalia-mirhoseini-edges sysnoteen 2026-11-04T22:43:33+00:00 Ricursive's Ripple-65B, from AlphaChip's Anna Goldie and Azalia Mirhoseini, edges past 500B-class U.S. open models on Terminal-Bench for $32M, but trails Beam on SWE-bench https://sysnote.net/news/claude-code-now-uses-haiku-5-5-for-background-subagent-status-lines-cutting-thei sysnoteen 2026-11-04T22:43:20+00:00 Claude Code now uses Haiku 5.5 for background subagent status lines, cutting their usage-limit cost; still no off switch https://sysnote.net/news/openai-to-acquire-pierre-maker-of-code-storage-and-the-diffs-and-trees-libraries sysnoteen 2026-11-04T19:27:55+00:00 OpenAI to acquire Pierre, maker of Code Storage and the Diffs and Trees libraries in the Codex app https://sysnote.net/news/nvidia-s-you-don-t-need-long-context-opus-4-5-and-gpt-5-6-sol-keep-their-swe-ben sysnoteen 2026-11-04T19:27:51+00:00 NVIDIA's "You don't need long context": Opus 4.5 and GPT 5.6 Sol keep their SWE-bench scores on 16K-48K windows, but the savings need new pricing https://sysnote.net/news/fine-tuning-nemotron-falcon-h1-or-kimi-linear-on-new-languages-can-silently-skip sysnoteen 2026-11-04T09:06:57+00:00 Fine-tuning Nemotron, Falcon-H1 or Kimi-Linear on new languages can silently skip a fifth of your training steps, a new paper finds https://sysnote.net/news/claude-code-2-1-317-rewrites-its-game-rule-similar-mechanics-are-now-allowed-rec sysnoteen 2026-11-04T09:06:53+00:00 Claude Code 2.1.317 rewrites its game rule: "similar mechanics" are now allowed, "recreation" is spelled out, and the changelog says nothing https://sysnote.net/news/postman-desktop-auto-installed-its-plugins-into-claude-code-codex-and-cursor-and sysnoteen 2026-11-04T06:06:25+00:00 Postman desktop auto-installed its plugins into Claude Code and Codex, and its installer tries to approve its own Codex hook