All Stories

Pierre says its open-source work will remain open source amid acquisition discussion

Vercel’s Guillermo Rauch argues AI can formally verify and harden software

Amp's macOS app lists the current Mac as an execution host

Posts report OpenAI acquired Pierre

Google Antigravity adds remote agents that run after devices disconnect

Techhalla shares a reverse-prompt workflow for Seedance video

Charm Hyper offers open-model inference tailored to coding agents

Opus skills automate short-form video testing for app distribution

Devin finds and ranks author photos from a natural-language request

A developer shares an agent task costing $120.26 across 238 million tokens

Cartesia says Sonic powers Nugget voices in 11 Indic languages

Atmee reportedly launches v2 avatars from one image and 10 seconds of audio

Peter Steinberger questions per-user limits for autonomous project agents

Stanford researchers trace label-memory circuits in three models

A post describes OpenAI use of SFT weight subtraction for attribution

ChatGPT user reports temporary connector fix after deleting chats

A developer reports an agent widened a Mac's system port range

Ryo Lu argues creative tools should help users clarify what they want

Zeeg describes agent-built pipeline for game character assets

ComfyUI brings its Comfy Cloud image workflow into ChatGPT

Will Wilson and Leslie Teo describe time-travel debugging for distributed systems

Geoffrey Huntley claims Reflection AI used 1 million CPU cores in a training run

Claude Dashboards teardown finds generated code renders without new model calls

Researchers build a model that reorders its forward pass at runtime

Distributional flow RL enforces Bellman consistency at every value-generation step

CMU introduces Pixel for whole-body robot manipulation from human demos

Marin 535B-A23B trains with 65K contexts

vLLM 0.33.0 switches prebuilt wheels to CUDA 13

DeepSpeed 0.19.9 fixes ZeRO-1/2 gradient preservation across requests

Cohere adds open models to Model Vault

Researchers use controlled hints to extrapolate accuracy when small models score zero

Codex user reports weeks of GPT-6.1 Sol autonomy with recurring reminders

T3 Code overhauls its Gemini provider integration

GDPx comparison finds 0.983 Spearman correlation with Epoch's ECI rankings

Audit reports grading flaws in AutomationBench and OfficeQA Pro v2

T3 Code maintainer says an environment variable disables telemetry before first boot

Vercel applies WAF protections for Better Auth security issue

Qwen weight-edit audit finds 576 of 579 repaired answers hit the token limit

Artificial Analysis updates Capability Indexes v2.0 across six occupations

Ollama post describes CEO lecture at Seoul National University

Legora CTO shares another Fable handwritten-weights example

RevenueCat previews a free tier

Jerry Liu separates frontier-intelligence benchmarks from cost-accuracy tests

Unverified report: Website HTML shows Mythos 5.5 and GPT-6.2 Astra identifiers

Vincent Koc claims he shipped more than 200 PRs via Telegram with OpenClaw

Follow-up claims DeepSeek cost figures are real

Claim: Smaller device delivers DGX Spark-class local inference on a power bank

VS Code demonstrates switching between the editor and Agents window without losing context

Crusoe says in-house switchgear production cuts lead times by 40%

Core Automation explains how to train models across distant compute islands

Andreas Kirsch explains how RoPE frequencies shape attention over distance

SimpleLoRIF traces safety failures back to subtle training examples

Mirendil and Baseten distribute reinforcement-learning rollouts across GPUs

OpenAI proposes flexible campus power use through its Grid Protectors Program

Cohere finds speculative decoding works better than expected on sparse MoE models

Anthropic says future models may meet its AI-driven progress threshold

OpenRouter data shows rapid growth in DeepSeek and Kimi token traffic

Micron and SK hynix report record memory margins amid tight supply

TrendForce reports long lead times for GPUs, memory, and server components

Marvell and Lumentum plan to combine around AI connectivity

Big Tech adds more than $1.3 trillion in future data-center leases

Liquid AI targets doom loops by training a single failure-triggering token

DeepSeek’s architecture work turns older research into production techniques

Mistral publishes Large 4 training report on roughly 28T tokens

AA-AgentPerf adds throughput-per-dollar benchmarking with daily GPU rental prices

OpenRouter says paying customers used a median of six model families in October

Databricks says Smart Routing cut internal coding costs by 35%

Anthropic's amended S-1 reports a Q3 operating loss and $895 billion in compute commitments

Trajectory post-trains Qwen3.5-4B on a physics-based bridge task

Nace launches Drex for Finance with 85.7% accuracy on held-out decisions

ElevenLabs finds voice agents resolve complex conversations more often than chat

Vercel cuts Drives-enabled sandbox median startup time to 0.7 seconds

Sendoff lets coding agents draft and send self-hosted newsletters

Capy 0.7.0 makes persistent Captains and Issues generally available

A Claude skill tests Instagram Reel variations and reports which performs best

Google and HKU introduce VeriCUA for evidence-based agent verification

RoboArchitect improves frozen robot policies by rewriting their harnesses

OpenAI introduces LifeVal for everyday assistance and computer-use tasks

OpenUI Lang Core reaches nearly 696,000 weekly downloads

Early demo shows Gemini Live running in Antigravity

Hume opens waitlist for Decision API, which answers questions directly from audio

A Pico evaluation compares agent performance across three JavaScript runtimes

GitHub publishes first Copilot model-performance data

Vercel blocks known malicious npm packages before install scripts run

OpenAI applies updated bounty rewards to recent reports

A study reports gains from controlling reasoning openings

Venice adds privacy badges for anonymous, private, TEE and E2EE modes

TLA-ts runs formally verified proofs in TypeScript environments

A multi-agent experiment finds prompt order changes who makes plans

Microsoft opens public consultation on its Humanist AI Code of Conduct

Venice offers attested TEE inference for private prompts

Report: Epoch AI reportedly uses GLM 5.3 to exploit six Firefox releases

GDPx finds leading agents solve only 12% of expert-work tasks

Meta TextSeal2 improves LLM watermark detection with mixed secret keys

Adversarial agent reviews should preserve user intent and demand evidence

Hyra 2.0 separates research missions, worker tasks, and reusable agent knowledge

Sage 2 extracts source-linked fields in about 150 ms

RAGFlow experiments report 91% FRAMES accuracy with BM25 and grep

PWS-Decisions tests whether models answer questions using current web facts

Anthropic opens its paid research residency to experienced engineers

Simon Willison documents breaks in U.S. Census AI adoption measures

AI Engineer says its YouTube channel now reaches two million monthly viewers

Opus 5.5 builds interactive US route and meeting-point maps

Anthropic warns AI-accelerated R&D may outpace safety measures

Venice reports 312 updates in its October release roundup

Corey Ganim shares a Claude Code workflow for maintaining a Signal Stack

Thdxr says AI makes moving from a monorepo to multiple repos cheaper

Matt Pocock proposes Redux-style state control for agents

Omar Sar describes applications that evolve through agent-driven changes

RepoPrompt CE 1.8.0 improves large workspaces and session recovery

Badlogicgames starts Pico, a language designed for codemode

Thdxr switches from monorepos to multiple repos over supply-chain risk

Ray Fernando recommends testing folded layouts in the iPhone Duo simulator

Nix offers a single-source approach to patching software fleets

Geoffrey Huntley argues AI-generated code does not remove the need to fund libraries

A walkthrough shows agents restoring and maintaining old repositories

FrankenGit proposes an immutable Rust forge for agent-authored changes

Superwall embeds native paywall components directly into the DOM

T3 Code adds managed policies for organization-wide configuration

Claude Code adds mid-turn ultrathink to raise reasoning effort

Ivan Leomk runs Cloud Run with SQLite stored on GCS through FUSE

Pele renders Mermaid diagrams to SVG without the Mermaid.js runtime

A Solana developer publishes ARM64 Agave binaries through GitHub Actions

Paolo Anzani says keeping agent code in fewer files can improve output

Alibaba engineer flags architectural erosion from AI-generated quick fixes

Nous Research says beta enrollment has reached platform caps

Devin reportedly ports a model to Trainium in 36 hours

VisMatch v1.4.0 adds three image-matching algorithms

VisMatch unifies access to more than 50 image-matching models

Mistgate offers a low-footprint, self-hosted VPN management panel

Together describes keeping post-training rewards aligned with serving

A researcher frames cheaper distilled models as a step toward AI-driven R&D

Badlogic argues sample efficiency is the real frontier in AI research

Doodlestein recommends Qwen as an open-weight TTS option

Yacine questions how much of the deep-learning stack remains bug-prone

A YOLO11s color-channel swap cuts COCO128 recall by 10.5 points

Jun Song says a group offered money to train models on exploit data

A tester posts code for demos attributed to Fable 5.5

AutoResearch experiments show a training trick can overfit after setting changes

A DIY smart radiator setup uses sensors to model room heat flow

NVIDIA AgentX reportedly tops 1,000 tokens per second per user

MiniMax details local quantization options for M3.1 Flash

A practitioner uses Argon to compare GPT-J training-loss ablations

LookAtMyQuant allocates quantization formats across model components

AI startups resell rented GPU inference while competing on price

Devin describes always-on agents monitoring chat channels

Browser Use says Folk’s Pi harness switch cuts token use

Plannotator releases an experimental inbox for tracking agent work

Yann LeCun argues task performance does not imply human-like intelligence

Wispr Flow notes become accessible to assistants through MCP

Hermes adds Grok Bot and OpenBot import commands

Paper’s developer documents a Windows and WSL MCP connection workaround

Paper recommends mirrored networking for MCP connectivity from WSL

A 2048 demo clarifies that Sol 6.1 used code to choose later moves

A developer spends millions of tokens on repeated agent review rounds

Ofir Press questions how agents can plan around user needs

Grok Bot previews an active-task view and messaging controls

ModelScope expert offers three questions to ask before delegating to AI

Antigravity reportedly tests a coordinating agent called Chief of Stuff

Developer ports Device Manager to Android phones

OpenBot offers a self-hosted AI coworker with separate agent workspaces

Will Depue questions how general models may change robotics ML

A developer builds an allowlisted agent-plugin SDK workflow on GCP

A developer argues custom harnesses preserve control over agent capabilities

Omnigent adds MCP connection checks and pull-request management

Matt Lam compares Codex, Pi Durable, and OpenCode code modes

Uber CAPRI captures production traffic for on-demand replay

DeepSeek V4.1 Flash 1017 reportedly matches GPT 5.5 on an index

Terence Tao warns automated proof-finding can strip-mine mathematics

DevHunt tracks new CVEs and sends stack-specific security alerts

FrankenSim developer explains why open TTS struggled with long narration

Seedance 2.5 prompt coordinates reference images, camera motion, and continuity

WATCHA talk warns agents may bypass tests instead of fixing bugs

Meta and NYU paper reports h1 solves 598 PutnamBench problems

Nous says it blocks providers training on paid OpenRouter usage

Hermes 0.22.6 will fix missing Discord results after name changes

Observers find hidden Mythos 5.5 references in Anthropic website source

Gemini 4 Carbon reportedly tested on Arena as Argon 4

destructive_command_guard blocks risky commands before agents run them

Alibaba engineer recommends pairing AI coding speed with human rigor

Antigravity session log shows repeated model-provider failures

Vercel completes Linux kernel updates for CVE-2026-98432

Observer disputes alleged Anthropic Numbat leak, citing random-number matches

Pi Schema compares JavaScript validators on speed, memory, and conformance

A Rust developer points to memory safety across a large codebase

BLA hardens shipped builds against AI reverse-engineering agents

WATCHA speaker shows how Codex fixes can reintroduce regression bugs

Gemini 4 models post strong scores across research and coding tests

LlamaParse adds dynamic reasoning to Extract Max Effort

Hacker Papers surfaces arXiv papers through Hacker News discussion

A developer replaces 3D models with generated sprites in a fighting game

Amp adds iOS widgets for following coding tasks from the home screen

Hermes plans web access to its desktop interface

Paper founder says pricing will change after community feedback

Vatsal Trivedy routes game-design references to a multi-model agent swarm

Gergely Orosz highlights a game team’s 1,000 pull requests in four days

omux runs Claude Code and Codex sessions in a native Mac terminal

Webpoke proposes consumer-owned cursors for reliable webhook processing

T3 Code adds /btw side chats across models and harnesses

fofrAI suggests turning agent-built sites into installable PWAs

Buck2 cuts a project build from 28 minutes to 78 seconds

OpenAI says it will honor a shared robots.txt signal for AI training

Addy Osmani builds playable Trick or Clawd demo with Opus

Meta's PAMO study reports 47.9% top-10 hit rate with cross-app history

Gemini Carbon generates a Three.js animation in a developer demo

A local Blender workflow combines generated code with existing 3D assets

OpenAI seeks deeper Samsung ties as AI memory shortages persist

Anthropic’s risk factors emphasize compute over customer demand

Baseten reportedly triples annualized revenue to $600 million

Theo says Opus 5.5 high effort beats extra high for most coding work

An upcoming Claude model builds a voxel kingdom from one prompt

A developer runs a Pokémon game workflow with local Qwen models

H-Net learns to segment multi-byte Chinese characters during training

Together AI plans a 250 MW India data center for inference

Batch-invariant mode keeps inference outputs stable across batch sizes

Decision-model tutorial builds a calibrated Qwen3-0.6B example

Gergely Orosz challenges complaints about developers buying RAM for local inference

Explainer traces inference variability to GPU batch composition

Braintrust compares five decision models on 2,000 aerial images

Stageshow gives coding agents a repeatable workflow for animated UI demos

Browser Use opens BU Ultrafast to the public

Practitioner compares TP2 and TP4 DeepSeek V4.1 Flash 1017 layouts across four Sparks

Tembo launches sandbox VMs starting at $0.11 per hour

Practitioners compare low-effort critique loops with multiple-critic workflows

Theo’s computer-use benchmark finds large differences across operating systems

CopilotKit adds configurable layouts for agent tool calls

Google says Gemini agents helped build a robot from scratch

DeepLearning.AI highlights breaches caused by weak agent test setups

Vatsal Trivedy lists harness components that shape agent products

DeepSeek publishes a prototype for repository-level autonomous work

Mikhail Parakhin recommends four critics in a critique loop

A swarm experiment finds public channels aid agent coordination

OpenAI's Astra reportedly beats specialized models on a gripper task

Browser Use reports 22-second median tasks at $0.006 each

Pi Durable raises 4,096-conversation throughput from 46 to 772 runs per second

OmO's Oh My OpenAgent repository passes 70,000 GitHub stars

Cloudflare Durable Objects can coordinate rotating OAuth tokens for agents

ChatGPT desktop voice users report pauses and missed requests

LangChain's Harrison Chase says agent engineering challenges keep changing

Devin tunes an ML workload to match production GPU accuracy

LangChain's Vtrivedy describes bots provisioning infrastructure for research

Report: Antigravity may add local-to-cloud task switching next week

Composio introduces a firewall that checks agent tool calls and responses

Agents may recognize creative signals shared by other models

PokeBot launches RoboAPI for camera-guided robot-arm control

Asmov-1 nears open-source release with a reported 0.007% eval error rate

A developer prototypes isolated VM analysis for suspicious links and files

Daytona sandboxes become available inside Scale AI's AgentEnv

A developer argues that creative agent interfaces should move beyond chat

Google documents how to build and validate Antigravity plugins

Zeeg tests automatic agent feedback through MCP

Gemini Argon leads BallotBench trading but leaves losing positions open

Report: SpaceXSI reportedly adds watermarking to API text outputs

Google adds a security and data-use warning to Antigravity

Gergely Orosz argues SOC 2 alone cannot address AI-agent threats

Paulius Ztins recommends turning agent failures into regression cases

Omar Sar calls for stronger evaluations of open-ended AI work

Grim Prompter adds cited threat-model workflows to coding agents

Prospero coding harness uses deadlines to keep unattended agents moving

FrankenSim uses targeted physics prompts to refine simulation modules

Report: malicious Claude Code extension reportedly persisted after Cursor uninstall

Commentator alleges OpenAI withholds generated Lean proofs

LangChain’s Vatsal Trivedy proposes a live view for long-running agents

Theo compares six models on understanding T3 Code’s architecture

Bubble scores generated apps for visual quality, latency and inference cost

Superdot documents Interactive mode workaround for Claude SDK five-hour limits

Report: OpenAI pricing page lists GPT-6 Astra for Law at $10/$50/$1

A developer builds a Fallout 4 mod with four frontier models and 35B tokens

LangChain guide says retrieval changes cut failed RAG retrievals by 67%

OpenCode users can use server-side compaction for faster context handling

Primal VAE experiment generates native 4096×4096 MOSS Image outputs

Google DeepMind expands PlanAssist to 12 more UK councils

Chamath says about 1,900 Anthropic customers spend over $1 million annually

Claude Duet routes a Linear issue into a project drafting workflow

Reanimate recreates web animations and iterates against visual diffs

Nexus reports a $28,775 AI film with 62 million episode views

Adobe Firefly Boards tutorial structures character design and short animation

T3 Code reports mobile prompts held steady over the weekend

Claude fills a research document directly in its built-in editor

Tester shares unreleased Gemini Carbon action-sequence demo

Herdr reports 30-plus mods and 20 layouts for its agent workspace

Delta v0.22 supports multiple terminals across worktrees

OpenCode maintainer denies weakening its hosted DeepSeek model

Wafer reports ranking third on OpenRouter by daily token volume

Ostris releases Primal VAE in 2×1 and 2×2 variants

Mischief 1 launches on fal with a claimed 5× video speedup

CMU paper tests MaxRL across pretraining and RL

Meta studies weight-shared loops as a way to deepen transformers

Anthropic researchers show poisoned training data can backdoor CLI agents

fx v0.0.16 cuts uncached prompt tokens and shrinks downloads

NVIDIA releases Nemotron 3.5 models for efficient agent workloads

Google runs Gemma 4 TPU inference in orbit

Two AI agents flag 2,035 potential issues across 138 economics papers

Cohere advances a C$4 billion Canadian AI investment plan

OpenAI describes work to reduce inconsistency across inference providers

Nesformer demonstrates NES emulation in roughly 1GB of Qwen3.5 weights

Unified Training applies one objective across model training stages

Two 256GB Mac Studios outperform one 512GB system in local inference

River API runs custom PyTorch loss functions across remote GPUs

Matt Pocock builds a Pixel Watch voice app for sending recordings to agents

Vercel Connect adds webhook triggers for Resend, X, Twilio, Notion, and Telegram

Vercel Labs releases agent-desktop for computer use on macOS, Windows and Linux

Anonymous security team reports DeepSeek 1017 generates 50 minutes of findings

OpenAI introduces Private Intelligence data controls for businesses

V3R1T4S launches a hub with a leaderboard and 1,100-plus research problems

Commentator reports limited access to Anthropic model weights

Sentry cofounder proposes separate charges for processing and retention

Study tests whether research agents can rank experiments by novelty

MiniCPM4-0.5B adds local PII detection to Microsoft Presidio

Agent Bake Off compares model sessions and synthesizes their code changes

OpenAI researchers describe monitoring nearly every frontier-model rollout

Parallel launches hourly web monitoring in Slack

Expand Search launches agent search at $1.50 per 1,000 queries

Mastra standardizes query operations across seven vector databases

Firecrawl adds web search and scraping tools to the Eve agent framework

Practitioner describes asynchronous compaction that reuses cached context

Vectorless RAG uses document trees to retrieve relevant sections

Tester reports a purported Google Omni Flash model with 4K video output

Ryugi guides coding agents from UI artboard feedback to screenshot checks

Google winds down Jules, with reported retirement on December 31

Antigravity adds a plugin marketplace for Notion, Stripe and Figma

John Carmack argues agents need better reusable code building blocks

Cline nearly doubles Nemotron throughput with five vLLM changes

An OpenAI researcher says an 8B run will guide a model 5–10 times larger

Snaptrude Agent turns design briefs into editable building models

Pika releases open weights for H3 Flex with API pricing from $0.01 per second

Kimi launches 3D Make with Blender and CAD connections

Baseten releases joey-1, a 2B decision model tuned for low latency

Posts report GPT Image 2.6 references in OpenAI documentation

OpenBMB open-sources ForgeKernel after an agent beats FlashMLA

Google AI Studio adds XR Blocks for prompt-built 3D experiences

DeepSpeed 0.19.8 fixes a ZeRO-2 gradient accumulation precision bug

NyoomFloat12 proposes lossless 12-bit compression for BF16 model weights

Posts claim new Fable and Opus checkpoints are in testing

SemiAnalysis reports SGLang nears 1,000 tokens per second per user

SkyPilot proposes two rack-local spare nodes per NVL72 rack

Epoch AI estimates chip compute capacity is growing 2.5× per year

AgentBaton reportedly cuts agent API costs by 65.9%

Base Labs finds SFT gains can fade after reinforcement learning

Qwen repository changes reference six Qwen 4 variants and Qwen 4.5 Max

MAST-Data maps failure patterns across multi-agent frameworks

A Grok Bot workflow qualifies inbound leads with reviewed replies

Luna spawns five subagents on a task intended to save costs

AgentWeb exposes website tasks as callable actions instead of browser clicks

Phonic-1 launches in LiveKit Agents with reported tool calling

Cartesia launches Managed Agents at $0.03 per minute

Managed Deep Agents 0.10 adds browser actions in public beta

Switch generates finite action choices for decision models

TokenEconomizer learns repository habits from coding-agent sessions

Mintive gives enterprise agents separate identities, permissions, and budgets

Kernel adds native browser support for Docker agent sandboxes

herdr-core keeps agent sessions running through app restarts

Matt Pocock fixes Codex skills that passed inherited context to subagents

Kimi adds OAuth connections to Gmail, Drive and Calendar

Cua Spaces adds shared desktops with view and edit permissions

Vercel MCP adds structured bug reports and feature requests

Hugging Face adds trace viewing for Claude Code, Codex and Pi

Rootly data shows developers are paged twice as often after hours

Savi describes an agent loop that detects and fixes production bugs

RuHarness shows co-evolving rubrics can improve held-out agent tasks

Grok 4.7 scores lower on slop and sycophancy than earlier releases

SonarQube Hunter Agent finds six access-control flaws in a TypeScript app

Together launches US-only inference endpoints for seven open models

Cognition reports Gemini 4 Carbon scores 40% on FrontierCode 2.0

Epoch reports AI-built Firefox exploits during a public-fix patch gap

OpenClaw v2026.10.9 fixes update rollback and archived agent data

WM-Basin detects distilled models with 79% accuracy at a 0.1% false-positive rate

Modal reports Nova scores 83.9% with Opus 4.8 on Terminal-Bench 2.1

Researchers allege Dodo Payments support-chat flaw allowed email-only impersonation

Jason Weston shares a paper on human-guided research agents

Folio offers a free PDF reader with optional ChatGPT and Claude panels

Deep-ML publishes a hands-on course for building AI agents from scratch

OpenAI updates its Model Spec with more guidance on side effects

Anthropic reports 250 customers spend over $10 million a year on Claude

ElevenLabs releases SFX v3 in ElevenAPI

Baseten and Postman pair API agent tooling with production inference

Serval says its Catalyst workflows replaced ServiceNow in 45 days

Spawn says ten employees shipped 77,000 changes using AI agents

Skyworks uses LangGraph agents to halve root-cause analysis time

Claude mobile apps add multi-account sign-in

OpenAI showcases Codex workflows for science and overnight prototyping