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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

Goldman is helping Nvidia build financing around AI infrastructure buys

ArchAgent v2 finds a better prefetcher with cascaded evolutionary search

Gemini 3.7 Flash generates full websites in real time as you type

Baseten Loops splits Qwen3.8 training into trainer and sampler sessions

Cover says its weapon imaging system can detect concealed guns farther away

Instinct lets an AI product execute transactions and navigate websites

Microsoft's Reason Wide, Not Deep distills reasoning into reusable skills

Codex multi-agents v2 adds hierarchical sub-agent tiers and model delegation

Athas Capsule swaps in Ghostty's WebAssembly terminal engine

sol-advisor routes routine work to Luna Max and Terra High

Plannotator-last opens the latest grill-me question batch for quick review

Gemini lets users disable visible media watermarks in supported regions

Gavin Baker and Sholto Douglas debate whether AI power should concentrate or distribute

Theo's watermark detector demo shows image marks can be verified

BenchDrift shows benchmark wording can swing LLM scores by tens of points

5.6 Sol pushes refusal rate under 2 percent on 842 harmful prompts

Google and Jeremy Kun open-source a compiler for homomorphic encryption

Scale AI's taxonomy localizes agent failures to model, harness, or environment

Modal's H100 glossary becomes an interactive Three.js GPU explainer

feedback-agent opens a cloud PR when users file in-app feedback

Amp adds Git repository hosting to its project creation flow

Claude adds a model comparison UI with memory and hold responses

TechHalla shares JSON prompt templates for Minimax H3 video scenes

Gergely Orosz says AI coding tools can create a burnout vampire effect

Claude Opus 5 feels harder to work with in a Hacker News thread

Dario Amodei says curing cancer is how Anthropic can change public perception

Pi adds /fork, /tree, and /resume for branching agent sessions

Stanford's Deep RL lectures are now free to watch online

OpenAI GPT Pro writes directly into GitHub repos from the web app

Anthropic's risk report says automated R&D risk is low, but confidence is slipping

Anthropic says Model 2 beats Mythos 5 internally but will not ship it

Replica trains Faraday to replicate research papers as an RL task

Turpuffer runs 100-plus BYOC clusters with a custom control plane

vLLM's adaptive verification keeps DSpark on the Pareto frontier

Hugging Face says small models still dominate while Qwen derivatives explode

AI/ML API shows Qwen3.8-27B matching Opus 4.6 on a 3D flythrough

RedNote's dots3-note Preview opens a 280B multimodal agent model

Alibaba Qwen opens Qwen3.8-27B with 262K context and vision support

Gemini 3.7 Flash builds an interactive 3D heart anatomy site

Unsloth makes Qwen3.8-27B run locally on 17GB RAM with dynamic GGUFs

DeepSeek V4 Pro 0813 appears on OpenRouter with API-only access

Reuters reports US draft would force AI partners to choose sides

Qwen3.8-Max lands day zero on multiple hosting platforms

OpenClaw makes agent sessions shareable as URLs for handoff

GitHub MCP now installs in VS Code with one click

Lovable lets each app user connect their own Drive, Slack, and HubSpot

Andrew Ng maps the most important skills in AI engineering

OpenRouter's Ori launcher wraps DeepSeek, Grok Build, and Prime Agent

MIT paper formalizes deep learning architectures with category theory

Claude Code 2.1.233 adds memory cgroups and fixes NTLM leak paths

Anthropic's red team found a dozen Firefox bugs, and Mozilla shipped fixes

OpenAI's packages/ai parser misses Kimi cached_tokens as cache reads

OpenAI is reportedly on track to clear $40B in annualized revenue

Zed can now diff your branch against the default branch in gutters

Seedance 2.5 and Codex repair a 2 Fast 2 Furious CGI shot

Cartesia's Sonic 3.6 adds Hindi, Hinglish, Urdu, and Odia

Suno Studio 2.0 adds plugin-style effects and session workflows

METR raises $71M to study autonomy, self-improvement, and AI incidents

SSHHIP lets phone users tap wrapped terminal URLs from SSH sessions

AI Toolkit adds MiniMax H3 Ref2Vid training support

Vercel CLI connects coding agents to AI Gateway with one command

Databricks Unity AI Gateway adds task-aware smart routing for coding agents

Nous Portal gives LongCat-2.0 a one-week free coding window

GLM-5.3 ships in the Coding Plan with staged API and open weights

Unsloth lets you fine-tune Muse Glimmer for free on a 24GB GPU

Anthropic and Broadcom compute financing shows how frontier AI gets funded

Mistral's 1 gigawatt Europe compute plan underscores the scale of the buildout

François Chollet pushes test-time training into the mainstream

Cerebras explains the 900,000-core engine behind Sol Ultrafast

Google says seven-year-old TPUs still run at 100 percent utilization

HarnessAgent lets you swap models with one line of code

Hermes Agent lets you steer and stop subagents live

OpenAI charts show frontier firms use plugins 2x and skills 6x more often

ASImposium proposes a public ledger for agent-run scientific inquiry

Microsoft finds agent skills can cause 307 failures and slow agents down

Codex uses Computer Use to automate Google Cloud Console OAuth setup

AI SDK adds an ACP harness layer for coding-agent runtimes

grok-plugin brings Grok 4.6 into Claude Code and Codex

DeepSeek Harness docs define pure UI rendering for replay-safe tool cards

Devin works directly on live MongoDB Atlas data mid-task

Hermes Agent expands its plugin surface with 29 PRs and 26 hooks

DeepSeek Harness ships a plugin-first agent harness in developer preview

Grok 4.6 climbs ReactBench and closes the gap on React fixes

ARC Prize says Grok 4.6 matches GPT-5.6 Sol on ARC-AGI-3 for less

Google ships Gemini 3.7 Flash with cheaper pricing and stronger coding scores

Factory adds Agent Effectiveness dashboards for throughput and cycle time

Firecrawl indexes 41M life science papers for research agents

Sakana Chat adds code execution for Japanese vibe-coded apps

Ramp's AI spend chart shows Anthropic widening its lead over OpenAI

OpenAI data says productive firms adopt AI faster and more often

Qwen 27B planner-actor workflow shows weak cost tradeoff in user report

DeepSeek V4 Flash test reaches 14.86 tok/s on dual v620 GPUs

Uncle Bob tests mechanical and agentic review as a code-review substitute

Claude Code 2.1.227 fixes GitHub runner Bash failures and rewind state

Motif Technologies releases Motif 3 final checkpoint and technical report

Cursor briefly exposes Grok 4.6 before pulling it back

DeepSeek DSpark explains 60 to 85 percent V4 inference speedups

Gloss Chrome extension lets Grok restyle any webpage from a prompt

Linear explains the prompt, tools, skills, and harness behind Linear Agent

CopilotKit ships an AG-UI adapter for driving Hermes inside any app

Firstmate agent distro crosses 3,000 GitHub stars for multi-session coding

The Bitter Lesson of Tool Calling finds Python stubs beat JSON in 11 of 14 models

Vercel makes Sandbox Egress Firewall free and argues network isolation matters

LangChain shows Stagehand v4 with Managed Deep Agents for web browsing

Trigger.dev chat agent survives refreshes, crashes, and redeploys

Plan-and-Act paper uses replanning to beat ReAct on long-horizon web tasks

You.com demonstrates x402 payments for autonomous Finance Research API calls

Sakana AI expands RSI Lab for physical AI world models in Tokyo

TestingCatalog spots Claude mobile remote-control device pairing

Hermes Browser Use mode cuts browser-agent token use by 48 to 66 percent

Vercel Functions now deploy Bun.serve entrypoints with WebSocket handlers

dabit shows Figma MCP cloning design systems for agent-built UIs

Google python-genai PR rejects a gemini-3.7-flash enum addition

Neel Nanda says layerwise relevance propagation improves J-Lens early-layer errors

Vercel deepsec adds one-command onboarding for AI security reviews

Mistral coding-LLM patent filing draws prior-art criticism from Gergely Orosz

Lovable adds public Trust Centers with live security controls for apps

Sara Morrill's drone motor example maps the reshoring knowledge gap

Higgsfield publishes prompts and assets for a 110 minute AI feature film

Microsoft MAI-Image-2.6 debuts at number two on Text-to-Image Arena

Hermes Agent adds an optional ast-grep skill for structural code search

Bending Spoons engineering playbook resurfaces after Harvest pricing backlash

Sakana AI Scientist is highlighted in JST CRDS report on AI for science

SemiAnalysis claims Gemini 3.5 Pro was canceled as GCP gains priority

Harvard Explorative Modeling paper proposes exploration as a third scaling axis

Bloomberg says AI infrastructure spending is pushing TMT debt to 540B dollars

Doodlestein asks Fable to sketch an AI homunculus for LLM sensitivity

FrankenTTS runs voice cloning entirely in the browser with WebAssembly

Denny Zhou shares Stanford CS25 lecture notes on LLM reasoning

thdxr shows agents can handle messy voice prompts without polished dictation

ChatGPT Work installs OpenClaw and Ollama to run a local model through an agent

OpenTunnel carries PostgreSQL over direct TLS and SNI

Gergely Orosz warns that fake journalist DMs steal X accounts

Chetas Lua spots Kiana, a Qwen mystery model, on Code Arena

Anthropic says Claude tools landed large P99 memory-usage improvements

LlamaIndex invites teams with hairy document extraction workloads to tune LlamaParse

Hermes audit demo scores a WebGPU NCA trainer with concrete test runs

Claude Opus 5 system prompt includes post-cutoff Fable export-control context

Pika Labs uses Seedance 2.5 to turn audio and references into a music video

Codex treats /loop as an implicit loop command

mona-lisa-1 appears on Arena with OpenAI SynthID watermark evidence

Cognitive Commons paper warns AI can erode junior expertise pipelines

Demis Hassabis tells Stanford GSB that AGI may arrive around 2030

SuperCmd shows Raycast-style launcher widgets for system status

Claude writing tip persists ASD-STE100 and Zinsser rules in memory

OpenAI publishes ChatGPT Work finance-team workflows with plugins

TechHalla shares Grok Imagine prompts for coherent 16mm-style video scenes