UniDoc-RL Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards paper:
https://huggingface.co/papers/2604.14967
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AGENTS
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UniDoc-RL: Hierarchical Visual RAG with Dense Rewards
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Insights on Claude Code AI Agent Harness Design
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My one takeaway from the leaked Claude Code: a good agent harness should get out of the way. As @polynoamial once put it, "Your fancy AI scaffolds will be washed away by scale" Claude Code's harness is the opposite of a fancy scaffold: it's simple, but to the point ;
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Eight Types of LLMs for Next Generation AI Agents
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8 Types of #LLMs for Next Generation #AIAgents
by @PythonPr #GenAI #AI #ArtificialIntelligence #MachineLearning #ML -
Premier aperçu de Grok Build et Computer
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Early look at Grok Build and Computer 🔥
— 🚨 AI News | TestingCatalog (@testingcatalog) 17 avril 2026
Yes, there is a strong assumption that both will arrive at the same time as a desktop app.
> Grok Build UI has 2 versions, Local and Remote. The local version uses a Grok agent running locally for execution, which only makes sense if it… pic.twitter.com/tGb7jvbIyiEarly look at Grok Build and Computer Yes, there is a strong assumption that both will arrive at the same time as a desktop app. > Grok Build UI has 2 versions, Local and Remote. The local version uses a Grok agent running locally for execution, which only makes sense if it
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Anthropic launches Claude Design to create prototypes
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Anthropic released Claude Design 👀
— 🚨 AI News | TestingCatalog (@testingcatalog) 17 avril 2026
A new tool to generate UI prototypes, slides, and one-pagers. Claude Design will be gradually rolled out to all paid plans shortly. https://t.co/CURkPLQOr8 pic.twitter.com/YzG6CwO32ZAnthropic released Claude Design A new tool to generate UI prototypes, slides, and one-pagers. Claude Design will be gradually rolled out to all paid plans shortly.
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Genie Agent Mode: AI-Powered Data Analysis and Hypothesis Testing
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Genie Agent Mode changes the class of questions you can bring to your data.
— Databricks (@databricks) 17 avril 2026
Instead of returning a single query result, it investigates like a data analyst, planning an approach, testing hypotheses, and iterating toward an explanation. Ask questions like:
– Why did our churn… pic.twitter.com/gIgxt1SumqGenie Agent Mode changes the class of questions you can bring to your data. Instead of returning a single query result, it investigates like a data analyst, planning an approach, testing hypotheses, and iterating toward an explanation. Ask questions like: – Why did our churn
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Multica Open-Source Platform Turns Coding Agents Into AI Teammates
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Your next 10 hires might not be human.
— AlphaSignal AI (@AlphaSignalAI) 17 avril 2026
Multica is a platform that turns coding agents into actual teammates.
It's the open-source version of Claude Managed Agents.
You assign issues to an agent the same way you'd assign to a colleague.
They pick up the work. Write code. Post… pic.twitter.com/mS2G3utKL8Your next 10 hires might not be human. Multica is a platform that turns coding agents into actual teammates. It's the open-source version of Claude Managed Agents. You assign issues to an agent the same way you'd assign to a colleague. They pick up the work. Write code. Post
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Mechanistic Analysis of Looped Reasoning Language Models
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A Mechanistic Analysis of Looped Reasoning Language Models Blayney et al.: https://
arxiv.org/abs/2604.11791 #ArtificialIntelligence #AIAgents #LLM -

Mechanistic Analysis of Looped Reasoning Language Models
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A Mechanistic Analysis of Looped Reasoning Language Models Blayney et al.: https://
arxiv.org/abs/2604.11791 #ArtificialIntelligence #AIAgents #LLM -

Subagents and Computer Use in Codex Approaching AGI
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idk what your AGI definition is but subagents & computer use in codex is pretty close!!
— Vaibhav (VB) Srivastav (@reach_vb) 17 avril 2026
*video in realtime pic.twitter.com/8XO8lwMbv6idk what your AGI definition is but subagents & computer use in codex is pretty close!! *video in realtime