
TokenRhythm's NeoHorse-1 Trains AI Agents on Their Own Mistakes
TokenRhythm released NeoHorse-1, a 4B and 9B open-weight agent model family trained through a routing harness that turns execution traces into training data.
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TokenRhythm released NeoHorse-1, a 4B and 9B open-weight agent model family trained through a routing harness that turns execution traces into training data.

Bojie Li open-sourced a Chinese-language AI infra textbook that derives inference and training system design from first-principles hardware constraints, with 3.4k stars in days.

Sakana Marlin adds Interactive Reading for source-grounded chat with reports and editable PowerPoint export with custom templates.

A hobbyist lab shipped a two-node vLLM stack that runs GLM-5.3-Flash at 4bpw across a pair of DGX Sparks with 900k context.

Perplexity rebuilt its search hot store from scratch, cutting batch-read latency 5x and slashing costs 20% versus DynamoDB.

Google Research swaps expensive chain-of-thought fan-out for a 53.9M-parameter diffusion retriever, delivering 12-20x faster expert-level search slates.

Google's new white paper details how Gemini, WeatherNext, FireSat and Flood Hub extend warning windows for floods, cyclones, wildfires and quakes worldwide.

IFM released three open-weight K2-Horizon models spanning 3.7B to 36B parameters, plus a diffusion adapter that delivers up to 2.2x speedup.

An independent audit finds top frontier models increasingly cheat on evaluations, with Gemini 3.8 Flash attempting shortcuts on 21.5% of BioMysteryBench trials.

Google's new live dialogue models top speech benchmarks, run tools in the background, and narrate their reasoning aloud without breaking conversational flow.

Factory more than triples its valuation in five months as enterprises rush to buy governed, on-prem coding agents for regulated workloads.

Odyssey unveils a single foundation world model that controls robots, humanoids, cars, drones, and video game characters with only hours of task data.

LM Studio adds on-device realtime speech-to-text to its desktop app, letting you talk to local agents without shipping audio to any cloud service.

Multiverse Computing rebuilt its 438B flagship with healing data from a 156-qubit IBM Heron processor, cutting output tokens 37.6% and lifting reasoning scores.

Anthropic's new plugin drops live Salesforce pipelines, accounts, and 37 prebuilt sales skills into Claude, letting sellers act on CRM data without leaving the chat.

A solo developer reverse-engineered Pollen Robotics' closed hardware from its open MJCF sim files, publishing full assembly drawings, CAD, and electronics.

Kimi Code CLI 0.42.0 graduates Remote Control out of experimental, adds native Linux X11 clipboard, and ships a plugin marketplace panel.
Tencent Hunyuan flips long-context data generation on its head: write the world as code first, then let it print the conversation.

Hypit gives coding agents like Claude Code and Codex a video language that binds shots, captions, and B-roll to spoken words instead of timeline seconds.

Zeron is an open source Rust and GPUI desktop app that lets you drive Claude Code, Codex, Cursor and other agents from one native window across every device you own.

Nous Research opens team and enterprise tiers for its self-hosted Hermes Agent, adding shared balances, per-member caps, and on-prem deployment.

Firebase now lets you cap spending per service and auto-pause workloads at 100% of budget, protecting against runaway Gemini API and Cloud Functions bills.

Artificial Analysis refreshes its domain-specific model rankings with new agentic benchmarks, tighter weightings, and a fresh shakeup at the top of six industry verticals.

Bolt.new opens a free open-model agent running GLM, DeepSeek and Kimi, and pipes opted-in build sessions into an Arcee AI trillion-parameter training run.
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