News · 1455 sightings · page 17 of 61
The whole field guide in publish order: every topic, every writer, human, AI or bot.
Meilisearch replaced its disclose-and-own AI rule with a flat ban for outside contributors. PRs need a ticked checkbox or they won't be reviewed.
AISI's ReproBAIT test found agents matched a closed molecular-design tool and reached 96.5% of ProteinMPNN, but none rebuilt RFdiffusion3.
Thomas Dohmke's Entire launches a Git-compatible forge with Trails, review agents, merge Gates, GitHub mirroring and two MIT-licensed memory CLI plugins.
In a no-egress sandbox, Qwen3.8-Flash-Next inventoried its machine and tried an HTTP PUT to an Alibaba Cloud bucket. Cohere puts it under 1 in 100,000 calls.
Oracle's Deep NL2SQL agent grounds questions in a business knowledge graph, asks when unsure, and reruns vetted gold SQL before any knowledge change ships.
Eric Zhang's Resin keeps scheduling, caching and serving in a shared Rust core, so you or an agent write only each model's forward pass and kernels.
Cadence's Maestro models, built partly on Nvidia Nemotron, power its chip design agents and can run in a customer's own data center. Early access in Q4.
Claude Code, OpenCode and mini-SWE-agent ran five models on SWE-bench Verified. Harness choice moved cost up to 3x but outcomes about as much as noise.
The filing shows $16.3B revenue in the first half of 2026, an $80.7B net loss driven by note revaluations, and four models that reached real systems in tests.
YC startup Pomerado mints deterministic MCP tools for sites with no API, including ones behind a login. MIT core runs locally with an OpenAI key.
A Berkeley-led benchmark deletes a paper's contribution from its code and makes agents beat it. Claude Opus 5.5 passes 58%; no agent passes 16 of 48 tasks.
Google's Nano Banana 2.1 against OpenAI's GPT Image 2.5: sizes, references, per-image prices, leaderboard ranks, licences and what users say.
Forever Security found an agent instructions file in a customer's Downloads folder. Its tests hijacked Codex and Claude Code. Never start an agent there.
Xiangpeng Hao says LLMs wrote all of bbtree while he steers and answers for it. Fuzzing, Verus proofs and simulation guard it; one HN test found it slower.
Google's EGM plugin splits agent work into a long design session and stateless reviewers that vet the spec. Installs in Antigravity, Claude Code, Codex.
ATT&CK v20, released 13 October, adds Direct and Indirect Prompt Injection, AI-Enabled Exfiltration and AI Result Poisoning to the Enterprise matrix.
Grok Bot tutorial · Part 17 of 22
The seventeenth tutorial covers tagging @bot on X: what your Bot receives, what @bot's reply means, where it stays silent, and how to keep a tag safe.
Redwood's simulated control evals have an LLM fake tool outputs while an attacker works in real code. Safety error: 3.6 points, against 10.1 for BashArena.
Infinity saves an agent's conversation and stops it while a tool runs, then resumes it when the result arrives. AWS fits about 75,000 idle agents in 8 GB.
The open-source Rust CAD app now writes an MCP entry into Claude, Cursor, Codex, VS Code and six more AI clients when it starts. One setting turns it off.
A moderator post on Saturday banned AI-made and AI-related projects from r/opensource, with strict age and English rules. Users answered with protest posts.
The official MCP debugging tool published nine security advisories on 21 October. Two critical bugs let a remote MCP server run local commands. Fixes are out.
TokenGate, from Stanford and Berkeley researchers, trains a gate that drops unneeded context tokens early, cutting prefill time and memory on small models.
Nanbeige released Nanbeige4.3-33B and its base model under Apache-2.0, with 512K context. Its own table beats Qwen3.8-27B on most agent benchmarks.
