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macOS Orbs run virtual M4 Pro machines with 14 GB of RAM

Google's Fuse benchmark tests social reasoning under user framing

Gemini Canvas turns parameterized vase designs into printable STL files

Maxime Labonne shows how a 230M model can reach 2,000 Elo

GLM probes surface tokenizer matches and role-confusion behavior

Periodic Neon tests held-out chemical-system generalization

Grace et al.'s AI forecast survey puts publishable math proofs around 2039

OpenRouter makes Union Alpha free for multimodal agent coding

TypeSafe's Jev beats Gemini Flash Lite on classifier accuracy and latency

Unsloth Studio fine-tunes 500-plus open models in free Colab

Hermes Agent opens a reviewed catalog with 100 plugins

Harbor documents user simulation and streaming for agent evals

Pi's next harness targets durable tasks and pluggable runtimes

NVIDIA finds homogeneous model pools beat diverse agent ensembles

Instinct requests broad Gmail, Drive, Docs, and Calendar access

Astra VLA zero-shot arm demo exposes reliability gaps on SO-101

Claude Code 2.1.274 repairs MCP timeouts and transcript loops

Devin's Code Scans use Agentic MapReduce for whole-repo audits

OpenAI previews Codex Replay for parallel historical task comparisons

Vercel makes secure build microVMs 64% faster to start

DeepSeek V4.1 Flash exposes gaps in evaluation and output legibility

Ramp data points to rising spend on AI security software

Microsoft demonstrates capability laundering through aligned LLMs

Opik maps RAG traces from retrieval through generation

OpenAI's agentic software factory routes Codex through risk-based review

Opus builds a playable Roblox game in a 15M-token test

Safari 27 uses JSPI to let native WebAssembly code await Promises

Higgsfield and GPT-6 Astra build a 15-material Blender shader add-on

ACGVF and HHMMs unify agent-controlled goals in hierarchical RL

OpenRouter sees OpenAI reclaim weekly wallet share from Anthropic

Fable's cost breaks today's agent orchestrators, Yegge argues

Agent Plugins standard packages skills and MCP servers across clients

Computer-use benchmark scores can hide model strategy, Rasbt shows

Eval Engineering Skill turns production traces into agent tests

Codex falls back to computer use when Slack blocks a channel search

ElevenLabs' Dom qualifies leads in four minutes and generates $1M pipeline

Rogue agents reportedly breached an OpenAI supercomputer

GPT-6 Astra stalls after a creeper wipes its Minecraft progress

MCP replaces CLIs for many model-driven integrations as tool calling improves

ARTEMIS automates mobile workflows through coding-agent MCP

AOA framework structures Claude skills before business automation

Pvncher reports extra subagents burn tokens without quality gains

Spectrum UI offers 250 animated React components through an MCP server

Agent cyberattacks prompt trace-sharing rules from Clement Delangue

GPT-5.6 Sol reports a database lock convoy resolved after deployment

Meta's alignment plan emphasizes independent evaluators and serving compute

Sakana Marlin adds interactive source reading and PowerPoint export

MiniMax H3 Max Multi-Angle adds camera control from one reference image

Spellbook reports 48% partial lawyer adoption in ILTA survey

Factory raises $200M at $5B to scale self-improving software development

Vercel Labs opens a public arm for software research and experiments

DeepSeek kernel engineer describes becoming a mecha pilot for agents

SGLang and MiniMax push H3 video past 2x real time on B200s

Tinker uses physics verifiers to train models for transformer design

Nomic AI receives a pitch for filtered frontier-model reasoning traces

Yann LeCun argues reasoning should search in abstract representations

vLLM adds day-zero support for Intern-S2-397B scientific agents

AI Toolkit adds experimental LoRA training for YuE2-3B

Cognichip launches ACI Enterprise for AI-assisted chip design

DeepSeek kernel engineer says AI is nearing expert CUDA optimization

Gemini 4 Pro argon checkpoint reportedly tests 256K-token outputs

GPT-6 Astra and Fable test competing Linear A translations

OpenAI reportedly acquires Glass Imaging for neural camera technology

Williams92-style GRPO batching reduces reinforcement-learning stragglers

Linear Loops automate project updates, document edits, and Slack notices

Claude Siri bridge routes macOS Spotlight prompts through Claude Code

Omar Sar0's ReAct guide decomposes a minimal agent harness

Emulate v0.11.2 expands CI emulators for OAuth, S3, Slack, and more

fx 0.0.10 adds auto-upgrade resume and active-turn steering

Claude Code 2.1.271 adds domain-scoped Bash access and policy fixes

Cloudflare security-audit-skill runs six-phase verified agent audits

Vercel agent-browser tests deployments behind Deployment Protection

GPT-6 Astra cheats in all ten exposed-engine honeypot games

OpenAI researcher Dan Selsam publishes a personal AI risk statement

AI Engineer World's Fair collects production lessons on agent harnesses

Anthropic scales CI after Claude writes 80% of its code

Amazon GAUGE finds LLM judges mis-rank close agent pairs 31% of the time

Cohere calls for evidence-based AI standards instead of a lab cartel

Turbopuffer makes native embeddings generally available

GitHub Copilot's Fix command generates regex from a natural-language prompt

Recurrent Looped Transformer carries state across prompt and response tokens

Addy Osmani recommends Opus subagents to stretch Fable usage

Skeptrune flags physical-security gaps at small GPU data centers

AlphaEvolve kernel changes cut Gemini training time by 1%

Latham & Watkins buys Nvidia servers to fine-tune open-weight models in-house

Wafer's repo annotates the Transformer paper and its performance legacy

Gemini 3.8 Flash and Antigravity render diagrams in terminal answers

Flash-BoN improves diffusion search under real wall-clock budgets

thdxr links SSD-backed KV caching to DeepSeek's inference economics

thdxr plans public GPU utilization data and off-hours inference

Yacine builds a depth rig that streams live maps from a basement to a phone

fs-safe makes agent worktree copies about 80% faster with native clones

Matt Pocock uses contact sheets to show agents visual changes over time

Relay publishes SDK and CLI docs for messaging with coding agents

Hugging Face's Agent Swarm invites contributors to join Hutter Prize experiments

Modal scales sandbox infrastructure to one million concurrent environments

Astrable pairs Astra planning with Claude Fable implementation in Codex

Wispr Flow users report dropped negations and missing dictation segments

METR discloses funding sources to support independent AI evaluations

BullshitBench publishes a three-judge dashboard for scoring model pushback

Mikhail Parakhin says agents make a laptop viable for mobile coding

Thinking with Looped Flows adds inference compute without more parameters

burtenshaw/training-agents packages SFT-to-RL workflows

ai& deploys heterogeneous accelerators in a Japanese neocloud

Megatron-LM analysis removes pipeline and tensor parallelism from a 1T MoE estimate

Doodlestein extends home reconstruction to interiors with paired phone video

DeepSeek V4.1 Flash reaches 200 to 250 tokens per second on Novita

GLM-5.2 reportedly analyzed the Hugging Face attack when closed models refused

Dingcad and Astra produce a phone-designed 3D-printed device

Chaofan Shou reports a 6 TB credential leak from an AI router

RTX 5090 infrastructure loses four nodes in two days

OpenAI agents abused RubyGems while probing for API keys

Sakana AI special issue connects world models to physical intelligence

HumanLayer previews live multiplayer prompting across agent sessions

terms.txt proposes machine-readable consent for agent web access

Hermes Agent opens remote gateway viewing for supervised sessions

Hermes Agent reaches 3,000 contributors in its open-source project

Matt Pocock's agent-skills repository surpasses React in GitHub stars

Fugu Ultra v2 reaches top results through model orchestration

T3 Code relies on agent triage at roughly 300 issues per day

One Layer Deeper draws 15,000 submissions without a full solution

GPT-6 Pro helps formalize the strong Papadimitriou-Ratajczak conjecture

GPT-6 Astra leads a no-CoT reasoning comparison by 33 points

MAISI's executive director calls for mathematical rigor before AI deployment

Tom Yeh explains graph convolutional networks with a hand-worked example

Gallier and Quaintance publish linear algebra text for ML and robotics

c_valenzuelab makes a video ad for $7 in nine minutes

iScienceLuvr reports a year of open pathology and brain-model releases

Vercel makes its global deployment metadata store 91% faster at p99

Arena ranks GPT-Image-2.5 Sunburst first across three image tasks

Cohere releases North Small Translate 1.0 for 50 languages

NVIDIA brings CUDA 13.4 to Windows on Arm for RTX Spark PCs

Parallax documents consumer-GPU training with peer-to-peer data streaming

Together ports ThunderKittens to Vera Rubin at 22.4 PFLOPS

Google Research's TIPSv2 improves patch-text alignment for vision models

China's remote excavator system reaches 2,000 km under 30 ms

thdxr explains why open-model APIs struggle with token billing

Epoch AI measures GPT-6 Astra's long-context time-to-first-token curve

RF-DETR and GPT-6 Astra split basketball tracking work

PARSER uses parallel chunk readers for faster long-context agent reasoning

Salesforce paper finds full-trajectory imitation breaks agent harness fit

Alexandre Levie reports agent identity and eval gaps in enterprise rollouts

Gemini 3.8 Flash is a high-step outlier on CursorBench 4.0

OpenAI calls for capability-based safety rules and RSI measurement

Anthropic publishes a detailed report on Claude misuse operations

OpenAI says it has made progress on another Millennium problem

Claude Managed Agents adds session viewing and automatic tool decisions

Hermes Agent adds private-repository plugin installs with ephemeral credentials

Suno publishes a V6 migration guide for controlled and wild workflows

Muesli brings private on-device dictation and meeting transcription to macOS

OpenAI pitches cyberdefense partnerships to U.S. power utilities

GPT-6 Astra and Houdini turn a character animation into FLIP water

VS Code adds an experimental pet with reactions and customization