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Peter Steinberger builds nameplate to label multi-machine agent screen shares

GitHub Copilot app opens to free, student, and paid Copilot plans

NVIDIA Puzzle-75B-A9B doubles hybrid MoE server throughput

Google Research demos LLM translation on a low-power Coral NPU

Yacine ports a rigid-body physics engine to CUDA for real-time cube simulation

Unsloth ships DeepSeek-V4-Flash GGUFs for local llama.cpp inference

Reuters says DeepSeek is developing an inference chip

MetaSkill-Evolve paper evolves both agent skills and the skill-improvement loop

Thomas Wolf shows 20-plus agents building an RL and LLM research wiki

TechHalla shares a Magnific workflow for SnorriCam video from one image

Hugging Face runs a live tutorial on model distillation for custom agents

Norm Ai raises $120M while expanding agentic law and supervisory agents

xAI Console adds 25-plus multilingual Grok voices for testing

Charles Wolfe explains why agentic RL changes GRPO advantage normalization

LangChain Academy launches Introduction to Deep Agents

ComfyUI demos an automated video production pipeline through Comfy MCP

Ramp for Agents lets agents incorporate, open bank accounts, and create virtual cards

ai_for_success cuts a Gemini Live desktop assistant bill from $1,440 to $255 per month

Vercel brings Better Auth team in to build open auth for apps and agents

Cohere releases Transcribe Arabic as an Apache 2.0 speech model

AppLess streams OpenUI screens from Gemma 4 on Cerebras at interactive speed

Vercel Sandbox adds CPU, memory, and transfer observability for agent workloads

EU Chat Control push revives private-message scanning concerns

Claude Code 2.1.203 and 2.1.204 fix background sessions, hooks, and CPU regressions

Omnigent introduces stateful contextual policies for coding-agent sessions

Elie Bakouch maps J-lens layer geometry across 38 open models

Piotr Skalski finds Fable 5 weak on cluttered object detection versus Gemini

Anthropic subscription flow starts asking some users for government ID verification

Pauliusztin maps three GraphRAG retrieval modes for agent memory

Google DeepMind adds Predicting the Past Skill to Antigravity

VS Code shows how Tasks can run repeated project commands from the editor

Maxime Rivest draws programmatically on reMarkable while capturing pen input

OpenAI shows Codex workflows for cell analysis and immune-cell simulation

FrankenOCR expands into a pure Rust local OCR engine for agents

GitHub issue image uploads need an API path for agent QA, Zeeg says

Interfaces publishes Typography Manual for the Web with tooling resources

Parallax ports MiniMax MSA kernels to RTX Pro 6000 with 7x training gains

Sber releases GigaChat 3.5 Ultra, a 432B MoE with MIT-licensed weights

Google Research demos Vision Banana for segmentation, depth, and normals

GPT-5.6 Sol leak claims Cerebras serving at up to 750 tokens per second

OpenAI confirms GPT-5.6 Sol Ultra will be available in Codex

SGLang adds DSpark variable-length verification for speculative decoding

Wafer argues six NVIDIA challengers converge on software-managed SRAM

Reach V B clones PR reviewers with persona subagents

Hyperbrowser open-sources Agentmap to pre-map websites for agents

LingBot-Depth 2.0 cuts depth error in half for transparent-object robotics

OpenCode 2.0 is being designed for durable execution systems

Google DeepMind and Apptronik expand Gemini Robotics data collection

Eve adds first-class evals that assert agent actions and tools

VS Code explains the Agent Host Protocol in an Insiders podcast

Google Gemini Spark adds real-time topic tracking and triggered emails

Claude Code cleanup finds 306 orphaned MongoDB MCP servers using 35 GB RAM

BlockSearch studies LM retrieval at million-token corpus scale

fofrAI uses a Gemini agent to rediscover a candidate 13.4B-year-old galaxy

prinzbench shows Fable 5 lags GPT-5.5 on legal search but matches legal analysis

ReContext replays query-relevant evidence inside 128K-token prompts

Hugging Face says Xet storage reached 125.6 PB physical data

Codex browser control cancels Navan bookings and escalates refunds

Sakana AI releases Sakana Translate for Japanese, English, and Chinese

Nature Health features Mustafa Suleyman's paper on public LLM health queries

Rohan Paul says five tech firms may spend 3.2 percent of U.S. GDP on AI capex

Paul Cal explains why image tokens still hit KV-cache invalidation limits

SK Hynix seeks a U.S. listing as HBM demand concentrates AI memory supply

Wafer claims GLM 5.2 serves on AMD MI355X at 2626 tokens per second per node

GenAI economy reaches $175B annualized run rate in Azeem Azhar chart

Amp users can invoke GLM-5.2 as a cheaper coding mode

Fable 5 and gpt-realtime-2 generate voice-controlled Three.js learning worlds

TechHalla shares second-by-second Seedance 2.0 prompts for cinematic video

HASTE tiers ML-engineering skills and beats flat loading on Kaggle tasks

Omar Moore says computer-use agents are eroding standalone AI browsers

Daytona publishes a guide for reproducible AI research environments

Peated shows a self-operating whiskey catalog with confidence-scored decisions

Boris Tane argues proactive agents should sift data and choose work autonomously

Matthew Berman's AI skills checklist centers skills, models, and browsers

Corey Ganim packages five vertical agent builds with retainer pricing

Alem Tuzlak builds a Lovable clone on Cloudflare and TanStack AI

Harrison Chase says agent frameworks are giving way to agent harnesses

CopilotKit wires React Native and LangChain into agentic mobile apps

ChatGPT quietly adds precise location sharing for local recommendations

DAIR AI rounds up RLMF, AutoMem, MCP patterns, and verification papers

Medmarks brings an open-source LLM benchmark suite to medical tasks

Open Knowledge Format gets flagged by Harrison Chase for agent-ready wikis

Dex Horthy shares a no-breadcrumbs rule for agent-written docs and code

Jason Liu uses Codex computer use to build a music-history playlist

Mistral Leanstral 1.5 ships open weights for Lean 4 proof engineering

Theo reports Fable is much weaker on iOS development than web and infra

OpenAI says ChatGPT and Codex are converging across product surfaces

Omar Sanseviero shares a multimodal prompting walkthrough for coding agents

QuixiAI trains AUM, a 78M parameter model, from zero on 8 RTX 3090s

Hugging Face Diffusers 0.39 adds 11 image and video pipelines

NVIDIA and Oracle paper tests grid-responsive AI data centers

Gabriele Berton flags an old Hugging Face LLM with 1.7M monthly downloads

Multi-agent debate study finds LLM agents change public answers under pressure

LLM-based AGI faces Yann LeCun's house-cat and domestic robot test

Interaction opens Poke Human for weekend human-subagent tasks

T3MP3ST launches open autonomous red-team harness for coding agents

CopilotKit releases useAgent hook for wiring agents into React UIs

Cabinet AI workspace stores generated apps beside docs and CSVs

Nicole Perlroth podcast details North Korean IT worker infiltration tactics

Schmidhuber self-modeling argument separates metacognition from consciousness

ATOM Report says Chinese open models now lead tracked downloads

LLM visual-creativity study releases a zero-shot scoring pipeline

Mark Cuban tells graduates agent skills are no longer optional at work

Paul Couvert argues teams should fine-tune small local models

QuixiAI ports ThunderKittens kernels to RTX 3090 and Apple Metal

Meta Watermelon reportedly catches GPT-5.5 while using 10x Muse Spark compute

DeepSeek V4 Flash translates a 13.5K-token Chinese PDF at 138 tokens per second

Semantic Action RL learns robot tasks through VLA prompts

UBS raises DRAM and NAND forecasts as AI capex tightens supply

vLLM-Omni cuts Qwen3-Omni first audio latency with staged serving

Loopy adds local saving for reusable agent loops

LiveKit reports 381 ms first sentence for Gemma 4 31B voice agents

Amp cleanup workflow leaves TODO breadcrumbs for future agents

fal tutorial combines Claude Fable 5 with brand-safe video workflows

Herdr and firstmate organize multi-agent coding in tmux workspaces

emulate adds Nuxt adapter for same-origin service emulation

OpenBMB EdgeHome Harness makes MiniCPM5-1B a safe device controller

Mastra adds Apple Container sandboxes for local agent workspaces

Utopai PAI parses scripts into locked characters and keyframes

Anthropic plans to develop its own drugs after launching Claude Science

Anthropic finance team automates tax policy engines with heavy token use

PostureCheck locks your keyboard when webcam posture detection sees slouching

OpenClaw workflow gives agents a full Mac for end-to-end testing

Program-as-Weights paper proposes fuzzy functions as model weights

PagerDuty reliability concerns surface in Gergely Orosz's Uber alerting thread

Peter Gostev publishes a 60-demo Fable 5 3D prompt stress test

Midjourney seeks studio AI training records in copyright discovery

Theo and Zeeg debate when agents make code review skippable

Together says open models grew from 10% to 30% of AI tokens

Tesla's reported AI spend cap sets a $800 per month engineer budget marker

Lovable lets builders reference prior projects with @ context

Jason Zhou shares skills for cloning sites and extracting WebGL shaders

pvncher uses Codex side chats to generate steering prompts for main tasks

Matt Pocock renames /to-prd and /to-issues as spec and ticket skills

AI CLI adds terminal model metadata with context, pricing, and JSON output

NVIDIA's Bryan Catanzaro explains Nemotron and why open models matter

Base44 builds a WhatsApp and iMessage superagent skill for blind users

KernelBench reports Fable 5 wrote a fused megakernel with 18.71x speedup

Quinn Slack says banks are fast-tracking open models after frontier restrictions

Anthropic reportedly explores custom AI chip manufacturing with Samsung

BridgeMind reruns Fable 5 and finds guardrail routing crushes BridgeBench scores

Factory adds GLM 5.2 Fast to Droid with Fireworks hosting

Baseten and Cursor explore MLP compression for long-agent KV caches

openPangu-2.0-Flash specs show a 92B MoE trained on Ascend 910B

Dabit publishes Cloud Stacked Diffs skill for agent-delivered PR stacks

Matt Pocock shows claude --bg for spawning named background sessions

François Chollet says ARC-AGI-3 contenders use symbolic world modeling

Ethan Mollick uses Fable, Unity, and MCP to generate a playable FPS twist

Amazon RoPoLL paper swaps mean voting for geometric median LLM judges

ARC Prize names the first 2026 ARC-AGI-3 Milestone Prize winners

National Design Studio Rampart becomes Hugging Face's top token classifier

Avichawla explains A/B, canary, interleaved, and shadow ML testing

Kent Beck says software engineering builds trust, not just code output

EdgeBench frames agent learning as a log-sigmoid law across tasks

Scaling01 compares reward-hacking rates on DeepSWE and SWE-Marathon

Palantir says some U.S. government customers use Nvidia Nemotron open models

OpenAI reportedly floats a 5% U.S. government stake to ease pressure

Code Arena adds fullstack app generation with databases, API keys, and logins

Vik Paruchuri ships OCR safeguards that target hallucinations in workflows

Anthropic and the Pentagon fought over Claude guardrails for defense use

UK AISI finds larger token budgets stretch cyber task horizons

Will Depue sketches requirements for a trusted executive super assistant

Satya Nadella says enterprise AI moats come from private learning loops

Meta explores selling excess AI compute as a cloud business

v0 adds Nano Banana 2 Lite for image generation in the prompt bar

Meta's RLMF trains models to express uncertainty more faithfully

QuiverAI's Arrow 1.1 generates structured SVG assets through Vercel AI Gateway

Databricks tops NVIDIA's SOL-ExecBench using agentic kernel-design loops

cwolferesearch highlights practical KV cache compaction papers

Meta shows quantized reasoning models overthink correct answers

lgrammel shows AI SDK tools running inside local Docker sandboxes on Mac

MCP Server Architecture Patterns paper maps five server shapes and four anti-patterns

Pauliusztin's context layer diagram separates memory from harnesses

LangChain shows recursive language model workflows inside Deep Agents

Hermes Agent v0.18.0 ships a Judgement Release and new updater

Bloome runs Claude Code, Codex, and DeepSeek in one group chat

Hermes Agent clears every P0 and P1 issue after an all-nighter

FLARE standardizes AI flaw reports across labs and security groups

Tokenscope breaks down token spend by model, MCP calls, and skills

U.S. policy may have pushed China toward open AI ecosystems

Quinn Slack's Freedom of Intelligence rally pushes back on model gatekeeping

Perplexity CEO says power users can burn $10K a month in agent loops

Atomic.chat physics contest shows Fable 5 leads, but GLM 5.2 is far cheaper

LiteResearcher pitches scalable agentic RL for deep-research tasks