One reason I don’t think “judgment” is going to be a distinctly human role in working with AI is that the most recent agentic models have gotten quite good at some types of judgment. You can’t do the kind of high complexity, long-run tasks that current AIs can do without it.
AGENTS
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AGI ALPHA Completes First Real Loop with Evidence Compiler
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Today, AGI ALPHA ran the First Real (RSI) Loop: Nova‑Seed → MARK → mini Sovereign → 5 real jobs → Evidence Docket → reusable compiler → vNext treatment/control improvement. From architecture to replayable evidence. GitHub Actions: https://
github.com/MontrealAI/agi
alpha-first-real-loop/actions/runs/25118498108/job/73612279861
… #AGIALPHA -
Madrigal Pharma Multi-Agent Platform Powered by LangChain
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@MadrigalPharma
’s multi-agent research and intelligence platform for pharma is powered by LangChain + LangSmith. When users ask research questions, the orchestrator breaks them into sub-tasks. Multiple agents working in conjunction towards an overarching goal, with an -
Parallelism and Agentic Skills Accelerate Prototype to Production
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Going from prototype to production took weeks instead of months. Madrigal’s team is finding parallelism increases accuracy and scope while decreasing latency. With agentic skills, domain experts can work directly inside the feedback loops and address shortcomings. See
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Stripe Payment Data Now Available on Databricks Marketplace
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Big news: @stripe payments data is now available on Databricks Marketplace.
— Databricks (@databricks) 29 avril 2026
Activate the Stripe Data Pipeline in minutes, then query live payment data in Databricks to power models, agents and Genie workspaces
• Deploy an agent that monitors transactions continuously
•… pic.twitter.com/vkhYhXGjcvBig news: @stripe payments data is now available on Databricks Marketplace. Activate the Stripe Data Pipeline in minutes, then query live payment data in Databricks to power models, agents and Genie workspaces
• Deploy an agent that monitors transactions continuously
• -
SWE-chat: Real-World Coding Agent Interactions Dataset
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"SWE-chat: Coding Agent Interactions From Real Users in the Wild" This paper proposes a real-world coding-agent dataset. It tracks 6K sessions from actual developers, with prompts, tool calls, and line-level human vs. agent authorship. Main result is that agent autonomy is
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AI-Written Papers at Major ML Conferences in Coming Years
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I wonder how many papers a big AI conferences like @NeurIPSConf
, @ICLR_conf
, and @ICMLconf will be largely AI written in a few years time… -
Cursor SDK transforms agent runtime into programmable infrastructure
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Cursor is making a platform play. Right now they're an IDE. By releasing the SDK, they're turning their agent runtime into programmable infrastructure that runs headlessly in CI/CD pipelines, internal tools, and even third-party products. Every agent spun up through the SDK burns… https://t.co/mzuAjJJSCi
— Chubby♨️ (@kimmonismus) 29 avril 2026Cursor is making a platform play. Right now they're an IDE. By releasing the SDK, they're turning their agent runtime into programmable infrastructure that runs headlessly in CI/CD pipelines, internal tools, and even third-party products. Every agent spun up through the SDK burns
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Agent Economy: Stripe Reveals What AI Agents Are Actually Doing
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Agents who can buy, sell, and trade on our behalf are becoming a major part of the economy. But what exactly are they doing?
— Dan Shipper 📧 (@danshipper) 29 avril 2026
Stripe sees 2% of global GDP, so they’re the company with the best view of what’s going on in the earliest innings of the agent economy.
That’s why I had… pic.twitter.com/2uM2tyGnT9Agents who can buy, sell, and trade on our behalf are becoming a major part of the economy. But what exactly are they doing? Stripe sees 2% of global GDP, so they’re the company with the best view of what’s going on in the earliest innings of the agent economy. That’s why I had
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AI Agents Successfully Reproduce Social Science Research Results
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Paper: https://
elliottash.com/wp-content/upl
oads/2026/04/Kohler-Zollikofer-Einsiedler-Hoyle-Ash-Read-Paper-Write-Code-Agentic-Reproduction-Social-Science-Results.pdf
… Check out http://
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