open source

9 published articles

LLMs & Models3 min read

Model Evaluation

Ai2's olmo-eval gives LLM developers a microscope for every checkpoint

Ai2's olmo-eval brings per-question diffs and modular benchmarks to active LLM development, helping researchers tell real progress from statistical noise.

2026-07-06

Lab5 min read

Genomic Medicine

Talos shows automated genome reanalysis can deliver new diagnoses in weeks, not years

Talos reframes genome reanalysis as a continuous, automated program rather than a rare manual event. Across a prospective cohort of 4,735 undiagnosed patients, it yielded 241 new diagnoses (5.1% additional yield) within weeks of new evidence being published, while requiring analysts to review only one new variant per 200 patients per month.

2026-07-05

AI3 min read

Artificial Intelligence

Microsoft open-sources Data Formulator 0.7 for enterprise AI analytics

Data Formulator 0.7 combines data connectors, context-aware agents, and an iterative workspace to let enterprise teams prepare, explore, and visualize data across fragmented systems without coding. The open-source release aims to reduce integration work and make analytical workflows reproducible.

2026-07-04

LLMs & Models1 min read

Artificial Intelligence

MiniMax's new M2.5 coding model tops the benchmark at 5% of the price

MiniMax's M2.5 model tops the Multi-SWE-Bench coding benchmark, beats mainstream models on workspace tasks, and costs a tenth to a twentieth of competitors. Open-source weights are on HuggingFace.

2026-07-04

Phi-42 min read

Artificial Intelligence

Microsoft's Phi-4 Model Redefines Efficiency in Breakthrough Research

Microsoft's Phi-4 model achieves state-of-the-art efficiency, matching larger models in reasoning tasks with significantly fewer parameters. Published on May 15, 2025, the research paper reexamines assumptions about scaling laws in AI.

2026-07-03

AI4 min read

Genomic Reanalysis

Talos, an open-source tool, automates reanalysis of genomic data to speed rare disease diagnosis

Talos is an open-source tool that automates genomic reanalysis for rare disease. Tested on nearly 5,000 patients, it delivered 241 new diagnoses within weeks of new evidence emerging, with a low false-positive rate that makes frequent reanalysis sustainable.

2026-07-03

Open Source2 min read

Open source

Microsoft just opened a codebase that kills the worst part of enterprise data work

Data Formulator 0.7 is an open-source AI system from Microsoft Research that helps enterprise teams connect fragmented data sources, prepare and analyze data with context-aware agents, and iteratively refine visualizations in a shared workspace, all without requiring SQL or programming skills.

2026-07-03

AI4 min read

Memory Management

mimalloc, Microsoft's tiny memory workhorse, is quietly powering AI at scale

Microsoft Research's mimalloc memory allocator, designed for high concurrency and large memory scales, is quietly powering AI and cloud services at scale. Its thread-local design with thousands of free lists minimizes contention and delivers both speed and memory efficiency.

2026-07-03

Open Source3 min read

Open source innovation

Hugging Face's Moon Bot turns Slack into a coding agent, and that's just this week

Moon Bot brings AI-assisted coding directly into Slack workflows, while VLX-Flow and VLX-Seek tackle real-time video understanding and fine-grained perception. Other highlights include a medical encoder pretraining recipe, QLORA distillation experiments on Qwen, and an extraterrestrial benchmark for machine learning.

2026-06-29