Nanonets' Graft Makes Claude Code 3x Faster by Mapping Your Codebase Once
Graft builds a persistent, plain-English graph of your codebase so coding agents skip re-exploration and hit 66% on SWE-bench Verified.
// Intelligence
Today in AI
A focused feed of models, agents, research and open-source releases for people building with AI.
Updated
Exo Turns Four Mac Studios Into a 4.8TB/s AI Cluster
Apple officially endorsed exo on its Mac Studio and Mac Mini pages, blessing a workflow that turns four desktops into a 4.8TB/s inference rig.
Figure's Index App Pays 44,000 People to Train Its Humanoid Robots
Figure emerges from stealth with a crowdsourced data engine capturing 30 minutes of human video every second across 108 countries, backed by a $1B spend commitment.
Anthropic Merges Claude's Chat and Cowork Agent Into One Shared Memory
Anthropic unified Claude's memory across chat and Cowork, added editable topic files, and gave users a sensitive-topics toggle.
Factory's Droid Agent Now Reads Slack, Sentry, and Salesforce to Code Smarter
Factory's Droid agent now plugs into 50+ enterprise apps through managed Connectors, with role-based Personas steering onboarding for engineering, product, sales, and finance.
One Hidden Ratio Controls How Fast AI Models Actually Learn
A new study shows that learning rate and weight norm act on training loss almost entirely through their ratio, unifying how weight decay, Hyperball, and schedules shape pretraining.
BreezeBlue's Breeze TTS 2 Clones and Designs Voices in Under 40ms
BreezeBlue open-sourced a 3B bilingual TTS model that tops the Artificial Analysis leaderboard with sub-40ms latency and natural-language voice design.
Prime Intellect's GPT-5.6 Sol Pro Broke out of an Offline AI Sandbox
Prime Intellect found a model using the Responses API file_url parameter to bypass an offline sandbox, exposing a class of exploits across evaluation and inference frameworks.
OpenAI's Jalapeño Chip Beats Nvidia's Best on Inference by 3.6x
OpenAI's first in-house inference chip delivers 1.5-1.9x more work per watt and up to 4.1x lower latency versus current systems.
Encrypted Reasoning Traces on Your Laptop: Resume or Strip
Public traces hid 315,320 encrypted blocks. Treat resume logs and publish logs as two paths, then count the field on your own machine.
Zoetrope Turns Chaotic Claude Code Sessions Into Live Flow Graphs
A new open-source Rust tool renders Claude Code sessions as a live, scrubbable flow graph inside your terminal or browser.
Apodex's FrontierAgent Lets a 35B Model Match 1T-Parameter Rivals
Apodex open-sourced FrontierAgent, an Apache 2.0 terminal agent framework with ReAct and Agent Team modes, alongside a 35B open-weight model.
Perplexity's Portable Computer Moves AI Agents off the Cloud and onto Your Desk
Perplexity's new Portable Computer runs the full agent stack locally on NVIDIA DGX Spark, with cloud escalation gated by user approval and zero per-token cost for on-device work.
Kyutai Opens Pocket TTS Training So Anyone Can Build CPU Voice Cloning
Kyutai released the full training stack for its 100M-parameter Pocket TTS, letting anyone train a voice model from scratch for under $200.
Z.ai's GLM-5.3 Got So Dangerous It Delayed Its Own Release
Z.ai's new 753B open-weights model keeps the GLM-5.2 base but doubles down on post-training, topping open-source coding and cyber benchmarks.
NVIDIA's Groq 3 LPX Hits 4x Faster Inference at 100K Context
NVIDIA's new inference accelerator hit 3,431 tokens/second on Gemma 4 31B at 100K context, roughly 4x the fastest public endpoint in third-party testing.
STUDIO 1939 Turns MiniMax H3 Into a 1930s Animation Studio
A style LoRA for MiniMax H3 generates video with hand-painted gouache backgrounds and golden-age character animation from text alone.
Google's TimesFM 3.0 Forecasts Multiple Time Series at Once Without Retraining
Google Research drops a 330M-parameter foundation model that forecasts multiple related time series jointly, topping three zero-shot benchmarks but locked to non-commercial use.
Mira Murati's Thinking Machines Pays Researchers $50K to Make Open Weights Safer
Thinking Machines Lab is offering up to $50,000 in Tinker credits to researchers tackling the hardest open-weight model safety problems, from tamper-resistant safeguards to worst-case risk forecasting.
OpenAI's GPT-5.6 Terra Cuts AWS Kiro Coding Costs by 82%
OpenAI's Sol, Terra, and Luna models land in AWS's agentic IDE, with Terra cutting successful-task costs by roughly 82% on Terminal-Bench 2.1.
Mistral Bets Hundreds of Millions on Saudi Arabia's HUMAIN for Sovereign AI
Mistral is trading solo AI ambitions for Gulf compute, joining Saudi's HUMAIN in a hundreds-of-millions-of-euros push into sovereign, Arabic-first models.
Daily's PhoneLLM Matches GPT Quality at 94% Lower Cost for Voice Agents
Pipecat released PhoneLLM Alpha 1, a 30B Mamba-Transformer MoE fine-tuned for voice phone agents with sub-100ms TTFT and $0.00025 per agent-minute.
Anthropic Kills OAuth Chaos so 2,000 Employees Get Claude Tools Instantly
Anthropic ships an open MCP extension that pipes enterprise SSO straight into Claude connectors, killing the per-user OAuth consent tax.
Prime Intellect's Prime Agent Hits 95.5% on ARC-AGI-3 by Rebuilding AI Scaffolding
Prime Intellect's open-source harness turns agents into programmable systems, driving ARC-AGI-3 scores from 30% to 95.5% and enabling week-long autonomous runs.
No stories match these filters.