Trustworthy agents in practice
Policy Trustworthy agents in practice Apr 9, 2026 AI “agents” represent the latest major shift in how people and organizations are using AI. A couple of years ago, AI models were only…
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What is pipeline friction in AI model serving?
Pipeline friction refers to any obstacle that slows or disrupts the journey of a model from training to production inference. Unlike bugs that produce clear error messages, friction often manifests as subtle inefficiencies: a model that consumes twice the expected GPU memory, for example, or an inference server that drops requests under load, or a deployment that works on one GPU architecture but fails on another. The most frequent sources of pipeline friction can be grouped into four categories: Model export issues: These arise when converting from training frameworks like PyTorch or TensorFl
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Ask HN: Does anyone believe role-play AI is effective for training?
We built Socratize, an AI-based training tool where employees practice real workplace scenarios instead of watching videos or taking quizzes.Most corporate training is passive. People watch content, click through slides,…
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There's a $50B company hiding inside Salesforce
Hi — I'm Taylor, founder of revkit.ai.I've been quiet on the YC blog because we've been heads-down with our first wave of customers. But I want to share the thesis we're building on, because I think it matters for any fo…
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Reality check from the Microsoft AI Tour: "Agents" hype, the enterprise disconnect, and peak AI Fatigue
Just got back from the Microsoft AI Tour in Zurich. Honestly? Nothing has globally changed since my last visit to these events two years ago. They just scrubbed "LLM" and "GenAI" from all the slides and replaced them wit…
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Beyond Gaming: Corsair Launches Robust Pro AI Workstation Lineup
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