Machine Learning

1051 articles found

IBM Launches Granite 4.1 Model Family With Vision, Speech, and Safety AI Capabilities for Enterprise Use

IBM Launches Granite 4.1 Model Family With Vision, Speech, and Safety AI Capabilities for Enterprise Use

May 03, 2026
IBM Research

IBM launches Granite 4.1, its most expansive AI model family yet, featuring small language, vision, speech, embedding, and safety models built for enterprise use, all released under an Apache 2.0 license with state-of-the-art performance across document understanding, multilingual transcription, and harm detection.

AI Engineers Ditch LangChain for Native Architectures as Production Failures Expose Framework Weaknesses

AI Engineers Ditch LangChain for Native Architectures as Production Failures Expose Framework Weaknesses

May 02, 2026
Towards Data Science

AI engineers are ditching LangChain and similar frameworks for native agent architectures, as production failures reveal critical flaws including poor debuggability, hidden failure points, and compounding latency issues that make reliable, SLA-compliant AI systems nearly impossible to maintain.

Chip Huyen's AI Engineering GitHub Repo Surpasses 15,400 Stars as Community Resource for Foundation Model Development

Chip Huyen's AI Engineering GitHub Repo Surpasses 15,400 Stars as Community Resource for Foundation Model Development

May 01, 2026
GitHub

Chip Huyen's GitHub repository 'aie-book,' supporting her 2025 O'Reilly book 'AI Engineering,' surpasses 15,400 stars and 2,200 forks, offering developers a comprehensive hub covering prompt engineering, RAG, agent building, finetuning, and hallucination mitigation for foundation model development.

Harvard Study Finds AI Outperforms Doctors in Emergency Triage and Treatment Planning, But Experts Urge Caution

Harvard Study Finds AI Outperforms Doctors in Emergency Triage and Treatment Planning, But Experts Urge Caution

Apr 30, 2026
the Guardian

A groundbreaking Harvard study published in Science finds AI outperforms doctors in emergency triage with 67% diagnostic accuracy versus 50-55% for physicians, and dominates long-term treatment planning at 89% accuracy compared to just 34% for human doctors, though researchers caution that unresolved safety and accountability concerns mean AI is not …

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