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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.

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