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Vercel AI Gateway reports 62% open-model token share

NVIDIA CUDA harness solves all ARC-AGI-3 public levels

Prof. Tom Yeh walks through a transformer block by hand

LMCache guide explains why compaction can raise agent costs

Microsoft Agent Lightning trains agents through deployment harnesses

CMU proposes forking-sequences for multi-horizon forecasting

ClawGym II trains models through black-box agent harnesses

Sebastian Raschka explains Claude text watermarking

Cloudflare Worker isolates process concurrent requests

Hermes documents Himalaya CLI for terminal email agents

Task Model Induction converts computer traces into agent skills

QWM uses world models for robot test-time search

Keep turns saved content into agent-searchable Markdown

AgentMail warns Gmail can flag API-only agent accounts as bots

Brett Adcock demos autonomous vertical part handling

Gergely Orosz urges vendors to ship MCP interfaces

SwarmForge adds a UI for six-pack agent squads

TanStack AI enters release candidate with AG-UI support

DocWriter builds a multi-agent writing-style calibration flow

Amp explores replacing message queues with agent steering

Dan McAteer traces the evolution of the agent harness

AutoResearchEval finds agents ignore their own failure warnings

Theo's model tier list puts Fable 5 above GPT-5.6 Sol

Hermes Agent fixes duplicate and lost outgoing messages

ACID-Agent prevents failed steps from polluting agent memory

Rork Max installs iPhone apps directly from Windows

Google DeepMind formalizes cost-aware AI model routing

UC Berkeley FreeToken accelerates local model inference

Ollama adds Kimi K3 to included Pro and Max usage

Split-MoE dynamically divides inference between CPU and GPU

Gemini 3.7 Flash matches top CAD computer-use performance

Gergely Orosz maps natural-language cron jobs for Sheets

FrankenGit builds a repairable agent-native Git forge

Lovable builds custom MCP apps over business systems

DeepSeek V4 Pro posts ARC-AGI scores and task costs

Google DeepMind uses AlphaEvolve to improve a matrix bound

Adam Sandler Markdown second-brain playbook targets AI context

Lovable imports Manus exports and rebuilds the project

Anthropic ELI5 skill creates visual HTML explainers

ChatGPT Sites lets users build and share hosted apps

Magnific workflow preserves character continuity in AI video

GitHub Copilot generates VS Code debug configurations

MLCR-AA exposes completeness gaps in medical long-context models

Venice builds short films from a premise with an agent harness

Artificial Analysis exposes accuracy gaps across model endpoints

Google says Gemma has passed one billion downloads

Switch Transformers show scaling ratios depend on the task

Grok 4.6 supports an OpenAI-compatible API migration path

Ultra-FineWeb-L1 opens a 1T-token web training corpus

Study finds post-training agents rarely revise initial strategies

Earendil explains the four core layers of an agent harness

Claude Managed Agents ships an AG-UI integration cookbook

Muse Spark 1.2 demonstrates multimodal robot tool use

Vercel Functions adds Bun 1.4 with WebSocket support

Grok Ship packages a persistent agent software factory

Devin opens dedicated Slack code channels for active work

Linear Coding Sessions adds browser testing and custom environments

TanStack AI adds typed interrupts for human-in-the-loop agents

OpenAI expands Computer History and Record and Replay in Europe

Browserbase shows Stagehand agents using parallel browser sandboxes

Paper argues AI scientists should be evaluated as human-agent teams

Hermes Agent offers provider-neutral remote computers

Claude browser tool uses page structure instead of pixels

Cursor adds /goal and isolated VM subagents

Grok Bot CTO workflow delegates repo work to child agents

Transluce scales activation oracles to 1.1T-parameter models

Goodfire offers $1M in Silico grants for interpretability research

Meta previews WildArtifactBench for multimodal agent evaluation

Unsloth Desktop adds experimental automatic context compaction

OpenClaw, Hermes, and Grok Bot get a persistent-agent comparison

Codex turns desktop Computer History into reusable workflow ideas

ChatGPT adds Apple Messages plugin for Work and Codex

Generative UI Bench compares model output formats across providers

Modular open-sources Mojo and expands heterogeneous compute support

Hi3D v3 ships on fal with 2048-cubed voxel output

Ornith 1.5 becomes available for direct vLLM serving

Simile traces its synthetic population product back to agent research

Todd Wittman publishes a PhD defense on games, goals, and programs

Will Depue proposes a benchmark for measuring pretraining transfer

Cerebras introduces CS-4 for wafer-scale AI inference

Cohere S1-mini powers a local Mac transcription mode

Raschka explains why PyTorch built-ins beat hand-rolled functions

r/place becomes a visual stress test for multi-agent collaboration

Claude Managed Agents adds memory and domain controls

TrueFoundry open-sources the TrueForge agent harness

Genesis analysis examines Claude's protein-binder orchestration stack

Generalist says GEN-1.5 trained continuously for eight months

Zach Tratar argues agent swarms should stay behind one interface

DeepSeek Harness exposes full session logs for grayscale testing

Claude Managed Agents redesigns its multi-agent session viewer

T3 Code fixes false GitHub authentication errors on old CLI versions

DeepSeek V4 Pro reaches second among open models in Agent Arena

GitHub Copilot can turn an existing session into an automation

Claude Code adds a concise output style

OpenAI previews Private Safety Processing for businesses

Gemini adds interactive 3D simulations and dynamic tables

Humanlayer Outline adds file trees and diagrams to planning docs

Pi v0.84.2 adds transcript search and default tool settings

Stanford finds agent leaderboards poorly predict deployment fit

Magnitude profiles local hardware before downloading models

DeepSeek Native Sparse Attention cuts decode memory reads

sol-advisor finds subagent routing costlier than Sol-only

React Grab adds Three.js and React Three Fiber support

Cerebras CS-4 claims higher throughput per megawatt

OpenAI pauses frontier RL to expand monitoring safeguards

Qwen3.8-27B refusal-removed build reaches Apple Silicon

Vercel offers $1M for Sandbox escape research

Warp releases Factories for cloud software agents

Perplexity adds U.S.-hosted DeepSeek V4 Pro to Computer

AgentMail becomes an official OpenClaw plugin

TanStack AI adds structured outputs to agent harnesses

Claude Code previews managed task boards for subagents

Eve exposes durable agents as OAuth-protected MCP servers

Gemini Managed Agents provide persistent Linux sandboxes

Claude Code 2.1.235 improves prompt and permission safety

LangSmith releases a tuned evaluator for perceived agent errors

Matt Pocock proposes grep hygiene for coding-agent codebases

Cua Driver previews encrypted local Computer History

LlamaParse recommends source-region grounding for document agents

AI Engineer open-sources YouTube thumbnail A/B testing results

Perplexity Computer accepts tasks through forwarded email

Base44 reports 850,000 Superagents built in four months

Claude Code adds /design for editable UI artboards

Trellis uses an LLM to prefill onboarding forms from minimal input

Groq raises $350 million to expand its inference cloud

Microsoft trains a 4B model to negotiate with SocialRL

Sakana AI launches Namazu, a Japanese business reasoning model

DeepSeek DeepEP moves MoE dispatch from CPU proxies onto GPUs

OpenRouter reports token usage rising from 3.73T to 75T

Qwen3.8-27B runs locally at 115 tokens per second on an RTX 5090

Solar reaches 10% of global electricity as batteries shift output

Fable produces worse fine-tunes after using the wrong chat template

OpenAI reportedly tests Astra for long-running multi-agent tasks

Prof. Tom Yeh makes LoRA and full fine-tuning interactive

HK Project explains distributed training by building it from scratch

Kimi K3 stabilizes sparse MoE training with Stable LatentMoE

GitSkills catalogs 3.8 million SKILL.md files across GitHub

Unitree humanoid demonstrates a two-meter jump and 12.66 m/s sprint

A paper finds agent skills mainly stabilize procedures, not knowledge

Cartesia Sonic 3.6 tops controlled voice benchmarks

Hermes Desktop adds named Bots with separate memory and skills

Claude Managed Agents cut selected ABC Legal task costs by 50%

A model reproduces a complex shell pipeline from parametric memory

Raindrop AI releases PII Guard 2.0 for safer trace observability

A study finds coding agents badly misjudge runtime and performance

LLM-as-a-Verifier raises DeepSeek Terminal-Bench accuracy to 88%

OpenAI trains models to write superhumanly secure code

OpenAI reports GPT-5.6 Luna matches GPT-5.5 at one-eighteenth cost

Google Research uses smartphone photos to estimate insulin resistance risk

Seedance 2.5 leads Video Edit Arena and ranks near the top in I2V

MiniMax H3 gains audio-conditioned video generation in Diffusers

MiniMax H3 generates consistent walking game sprites

OpenAI removes custom GPT creation from personal ChatGPT plans

Cognition says cloud agents now produce most merged PRs

Interfaces Cheat Sheet collects immediate UI polish fixes

Megakernel literature gets a layered GPU taxonomy

Meta shows small scaling studies need broader tuning

Intelligence per Watt study tracks local AI efficiency

OpenAI CFO Sarah Friar shares ChatGPT usage tiers

Prof. Tom Yeh maps key reinforcement learning milestones

Stripe's reported OpenRouter deal spotlights routing data value

Ostris trains a MiniMax H3 LoRA to increase motion at four steps

Siemens trials self-hosted Qwen and DeepSeek with vLLM

MDA cuts scientific experiment budgets on FORCEBENCH

Contextual voice transcription links issues and wikis live

Gemini in Chrome adds a macOS menu-bar entry point

Kolt Regaskes uses Claude to audit Codex work

Aaron Levie frames AI value as applying compute to neglected work

vision skill writes evidence-backed VISION.md files

AQuA seals evaluator state from self-improving quant agents

Uncle Bob questions mutation-only testing workflows

Pi contributors argue code should remain the source of truth

Gergely Orosz reports declining trust in Perplexity search

Nous Research cuts desktop session load times 19x

Codex exports 5,032 X bookmarks through browser control

Open-source SVG mascot generator makes Grok-style animations

Magnific gets five prompt templates for motion graphics