New conceptual guide: The agent improvement loop starts with a trace Tracing is the foundational primitive for improving agents. A trace gives you the full behavioral record of what an agent actually did. From there, teams can enrich traces with evals and human feedback,
INNOVATION
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AI Investment Surges: Does It Translate to Real Impact?
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NEW: AI investment is at an all-time high, but is it actually translating to impact? Our Unmet AI Needs Survey 2026 just launched, and the results are a little….
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Exploring Claude’s Source Code Deep Dive
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WE EXPLORE CLAUDE CODE SOURCE CODE https://
x.com/i/broadcasts/1
pJkOyModyXJj
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AI’s Role in Scientific Peer Review: Spotting Gaps, Needing Human Judgment
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Stanford computer scientist @james_y_zou is exploring how AI can accelerate scientific research and peer review. His finding: AI excels at spotting gaps, but judgment calls still need humans. hai.stanford.edu/news/ais-gr…
→ View original post on X — @stanfordhai, 2026-03-31 17:03 UTC
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Create Production-Ready AI Agents in 5 Minutes with DataRobot
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Have an idea? Make it a production agent ready in 5 minutes through @DataRobot
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Runway Characters Now Available on iOS App
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Runway Characters are now available in the Runway iOS app.
— Runway (@runwayml) 31 mars 2026
Have a conversation on the go. Or point your camera at the world and talk to a character that can actually see what you see. Try it today at the link below. pic.twitter.com/REcHWJmIw3Runway Characters are now available in the Runway iOS app. Have a conversation on the go. Or point your camera at the world and talk to a character that can actually see what you see. Try it today at the link below. [Translated from EN to English]
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Designing and Running Successful AI Initiatives Simply
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Keep It Simple: How To Design And Run A Successful #AI Initiative
by @kedkorte @Forbes Learn more: https://
bit.ly/4rVzmbt #ArtificialIntelligence #MachineLearning #ML -
Paul Roetzer Joins Microsoft to Bring OpenClaw Personal Agents to Microsoft 365
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🦞 TL;DR: New Job at Microsoft. Bringing OpenClaw + personal agents to Microsoft 365! My goal is to help usher in a new generation of workplace proactive assistants, ones that lighten your load by taking on tasks end-to-end, and that can also step in proactively when they can help. As part of this mission, I’ll be partnering with the @OpenClaw + M365 community to bring the energy of this work to our customers. We’ve already hit the ground running with a fully integrated Teams plugin for OpenClaw, and I can’t wait to help usher in the era of personal agents at work.
→ View original post on X — @paulroetzer, 2026-03-31 16:52 UTC
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Nature Article: Complete Automation of AI Research
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Nature research paper: Towards end-to-end automation of AI research
go.nature.com/4rSOGFK [Translated from EN to English]→ View original post on X — @sakanaailabs, 2026-03-31 16:52 UTC
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New arXiv Paper and Official Launch of ARC Prize
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arXiv paper: arxiv.org/abs/2603.24621 ARC Prize official page: arcprize.org/blog/arc-agi-3-launch [Translated from EN to English]
→ View original post on X — @aihighlight, 2026-03-31 16:46 UTC