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TailRL optimizes rare high-reward rollouts in RL pipelines

Local Inference Lab publishes RTX 6000 Pro serving runbooks

Merve trains Qwen3.5-9B on Blender GRPO rollouts

Google WeatherNext 3 trains forecasts on raw observations

Brokerage-plugin eval compares cheap subagent candidates

Wafer argues credit is the current GPU buildout bottleneck

Dingcad launches a prompt-driven CAD workflow for Codex

Dan Hendrycks frames agent cooperation as eigenism

Doodlestein plans an agent skill for drone home reconstruction

Avi Chawla explains why long-context decoding is bandwidth bound

Codex Remote Control pairs a mobile app with SSH clusters

SlimServe runs Qwen3.8 Flash on four RTX 3090 GPUs

Mikhail Parakhin uses ChatGPT history for technical learning

Runway Agent reports 2M users and 10,000 custom skills

Corey Ganim maps four scoped business-agent workflows

Pvncher outlines Sol-to-Astra advisor workflows

Meta publishes a Linux computer-use agent cookbook

Codex staffer recommends starting with 8 to 12 concurrent subagents

DISH makes coding safety evaluations resemble deployment

Artificial Analysis reports Astra's lower hallucination rate

Terminal-Bench plots Astra's accuracy against API cost

0xblacklight argues agent harnesses need transparent code paths

Bloub creates animated SVG avatars for Grok Bot logos

T3 Code reports 179 merged PRs per day after Astra

GPT-6 Astra builds a real-time Vulkan black hole renderer

Seedance 2.5 gets a found-footage vacation video prompt

A Cabinet of Poe ships nine distinct browser games

Doodlestein accepts agent-authored issues across 100 repos

Harness-of-Harness carries project state across multi-day coding runs

Fernando Galaxy documents a five-hour Astra-assisted Swift game build

GPT-6 Astra leads Roboflow's object detection benchmark

NVIDIA releases Nemotron-TwoTower for faster diffusion decoding

Gemini Business adds custom MCP server connections

Corey Ganim shares a business stack for five-minute agent deployment

Theo shares a prompt for agents to land and babysit pull requests

OpenAI documents Astra async tool calls and mid-turn steering

HumanLayer's show-me skill passes 11,000 installs and 2,500 stars

Robot experiment uses online RL with a self-resetting environment

Omar Sar0 recommends an Astra replicate-then-polish workflow

Agent Arena compares two agent-built apps from a napkin sketch

Artificial Analysis updates its Intelligence Index for long-horizon agents

Ryan Greenblatt flags Astra's no-CoT monitorability access gap

Claude Code 2.1.263 ships CLI reliability and crash fixes

OpenClaw builds Slopmeter for test-to-production code tracking

Debate Benchmark ranks Fable 5.1 first and Astra below Sol

Nimble launches a native Mac Git client built for AI workflows

Peter Gostev finds Astra better at polishing than inventing designs

ChatGPT tests writing style from Slack, documents and email

Avi Chawla maps four distinct LLM caching layers

Microsoft MAI-Transcribe 2 lands on OpenRouter

Declarative Attention lets models choose KV cache regions

Hermes Desktop configures local models in one click

TanStack AI adds a Cloudflare gateway adapter

Codex adds an Ultrafast mode rated up to 750 tokens per second

OpenCode introduces Omen Alpha for Go subscribers

MAI-Transcribe 2 diarizes 97 minutes in under 15 seconds

OpenRouter introduces side-by-side video model benchmarks

Greg Brockman says OpenAI extended one GPT-4o pretrain

Browser Use adds Link single-use cards for web agents

Grok Bot users share an orchestrator pattern for agent teams

OpenCode uses MCP data to notify 140,000 affected users

Meta Muse Spark 1.3 reaches Code Arena WebDev's top 10

TanStack and Render publish a zero-ops deployment path

Training Agents session shows RL environments for coding agents

Arena publishes a technical assessment of Qwen3.8-27B

Equinix and NVIDIA plan a distributed enterprise inference fabric

Claude Code cache writes consume 66% of one Fable 5.1 bill

Mostik bridges frozen models through latent handoffs

Core Automation finds untrained ResNets separate CIFAR-10 classes

MOPD reading list maps multi-teacher on-policy distillation

Qwen3.8-Max-0902 posts sharp gains without a major version bump

DGX Spark users report friction upgrading to the latest CUDA

DAIR Academy publishes a hands-on guide to the Exo harness

0xblacklight finds adversarial agent reviews generate false defects

Photon 2.1 adds text-to-speech and NVIDIA B200 support

Runtime-Independent Persistent Agents separate identity from runtime

OpenAI's WebMCP Challenge closes submissions on September 3

Cursor lets cloud agents run on self-hosted machine pools

Inworld makes Realtime TTS-2 generally available

Baseten releases GLM-5.3 Fast for high-throughput real-time use

Claude Fable 5.1 takes first place on Code Arena WebDev

fal launches H3 Max Turbo at twice the speed and half the cost

MagicPath adds a live shared infinite canvas to ChatGPT

Wan 3.0 leads Artificial Analysis video editing with audio

Databricks engineer compares Fable 5.1 with Kimi K3

T3 Code reports 89 merged pull requests in one day

Artificial Analysis expands its Image Editing Arena taxonomy

Hermes Desktop brings its agent UI to Mac, Windows, and Linux

Matt Pocock uses Q&A as a lightweight agent specification

NVIDIA launches DLSS 5 with 3D-guided neural rendering

Wafer raises $40M for continuous inference optimization

ECCV tutorial maps post-training methods for diffusion models

AbliterationAI separates GLM model behavior from policy controls

OpenClaw Nodes expose remote device tools to agents

Omar Sar0 recommends starting with a minimal agent harness

ChatGPT desktop bundles LibreOffice for document work

thdxr recommends parallel agent task execution

Pi reaches 100,000 GitHub stars ahead of Pi v2

X users report a broader password-reset attack wave

OpenClaw 2026.8.2 fixes update-breaking bugs

Uncle Bob Martin advises agents to explain code jargon

Ethan Mollick proposes Twilight Factory agent oversight

Uncle Bob Martin manages agent code with tests and metrics

MiniMax highlights an open stack for interactive video

DeepSeek releases V4-Flash-Vision-Exp multimodal weights

Qwen3.8-Flash-Next reaches seventh among open models in Agent Arena

GLM-5.3 ranks second among open weights on the Vals Index

Stanford BIT bridges text and images with bidirectional diffusion

Tencent ContextPilot trains agents to edit context proactively

Google releases TimesFM-3 for zero-shot multivariate forecasting

NVIDIA publishes an NVFP4 DeepSeek-V4-Flash variant

Anthropic reportedly signs a $35B Lambda cloud capacity deal

Sliding-window attention outperforms retrofitted linear attention

Inkling reaches top speech-detail recovery with 25 to 100 hours of audio

Franken projects combine drone reconstruction with local sensor fusion

Snowflake Semi-Persistence speeds vLLM model swapping up to 19.9x

Hermes users are urged to set custom user agents amid fraud

Firstmate explains durable records for recoverable agent fleets

Yacine runs rapid reward-shaping sweeps with a phone policy viewer

Reflexio turns user corrections into testable agent rules

Vercel Labs prototypes statically analyzable code mode without VMs

Codex users can schedule heartbeats for long-running tasks

LoopArena measures controllers for long-running coding agents

Amp outlines an agent-assisted production bug-fix flywheel

Google shows Gemini 3.7 Flash powering internal interactive apps

New paper argues agent autonomy can erode human oversight

South Korea prepares free AI services connected to government systems

pMLX selects local model precision from task constraints

RunInfra routes agent sessions back to warm KV cache replicas

CLEAR routes safety adapters only when a prompt needs them

NCCL now supports multi-rank collectives across MIG instances

Prof Tom Yeh ships an interactive self versus cross-attention diagram

Rasbt explains reasoning models and PyTorch setup with uv

Hy4 Preview compresses from 1.5 TB to roughly 200 GiB

Avi Chawla explains why KV caches do not retain queries

Redwood takes an AI-designed accelerator from spec to FPGA

Code as Worlds learns executable simulations for physical reasoning

OpenAI Jalapeño allocates inference resources inside one chip

OpenAI reportedly buys Mac fleets for computer-use RL training

PILOT lets a supervisor improve agents during a live run

OpenClaw teams migrate from local harnesses to a shared agent

Shu Chao argues agent progress depends on better environments

Grok Bot runs Claude Code and Codex inside a persistent computer

PhoneLLM Alpha 1 NVFP4 targets local Blackwell voice agents

DingSim transfers a robot policy to MuJoCo in under two minutes

Geoffrey Huntley advises regularly revalidating agent skills

OpenClaw 2.0 rebuilds its open agent platform

GLM-5.3 reaches 32.4% on Terminal-Bench 3.0

Thinking Machines details its post-training evaluation agenda

No-Mistakes 1.60.2 escalates agent scope creep

Agenttrail visualizes concurrent Claude, Codex and Cursor work

CritICL retrieves small-model failures to steer stronger models

The Turing Post compares ten RAG tools by workload