run github ci on hugging face jobs
a step-by-step guide to replacing github-hosted runners with hugging face jobs for faster cpu and gpu ci.
author
baris
Baris operates SummarizedData and maintains its sources, publishing rules, and automation. Read the editorial process.
cohere releases north mini code for agentic coding
cohere's north mini code is a 30b mixture-of-experts model with 3b active parameters, optimized for agentic software engineering tasks and available under apache 2.0.
software on tap changes everything
andrej karpathy describes how ai tools that generate working software on demand are increasing his appetite for custom applications and research aids.
gemini 3.5 live translate brings fluid speech-to-speech translation
google releases gemini 3.5 live translate, an audio model for near real-time speech-to-speech translation in over 70 languages with natural intonation.
apple wwdc 2026: siri ai, ios 27, and privacy-first updates
apple's wwdc 2026 introduced siri ai with google gemini, ios 27 with search and photo ai tools, and new parental controls, emphasizing privacy and performance.
syll: open-source agent for cross-surface automation
syll is an open-source, self-hosted agent that unifies api, cli, and gui control, letting users teach skills by demonstration and audit agent actions through logs and keyframes.
cheaper ai models threaten big labs
rising costs push companies to swap large models for smaller ones without losing quality, challenging the scaling-first approach.
faang is out, mangos is in
a new acronym mangos replaces faang as ai and space companies dominate tech.
anthropic releases claude fable 5 with safety limits
anthropic launches claude fable 5, a public version of its mythos model, with hard safety blocks on high-risk topics and mandatory data retention.
gemma 4 12b brings multimodal ai to laptops
google deepmind releases gemma 4 12b, an encoder-free multimodal model that runs locally on consumer laptops with 16gb ram.
seven free image generators on hugging face worth using in 2026
a curated list of seven free, high-quality text-to-image models available on hugging face, with details on licensing, use cases, and hardware requirements.
e-scooter founder raises $5m for space data centers
orbital, a startup by former spin founder euwyn poon, raised $5 million to build ai inference satellites, betting on spacex's starship to make the economics work.
lovable hits $500m annualized revenue, 1m new projects a week
european vibe coding startup lovable reports $500 million annualized revenue run rate and 1 million new projects weekly, raising questions about long-term software maintenance.
spin: swarm control via tensorized policy coordination
a new framework uses tensor networks to make decentralized multi-agent swarm control scalable on edge devices.
agent builds 3d paris gallery by chaining two spaces
a coding agent created a 3d gallery of paris monuments by calling two hugging face spaces for image generation and 3d reconstruction, then assembled them into a viewer.
ai tutoring trial boosts math scores in sierra leone
a randomized controlled trial in sierra leone found that ai-guided learning improved math scores by 0.258 standard deviations, with students showing more conceptual understanding over time.
recovering hidden components from unlabeled mixtures
new method identifies latent components in unlabeled data by exploiting marginal independence, without needing labels or clean samples.
persistent memory for continuous latent reasoning
a new method adds a gated concept stream to chain of continuous thought, letting models keep earlier facts during multi-step latent reasoning.