Towards Autonomous Biology: Compiler-Verified Protocols as a Foundation for Real-World AI Execution Paper: https://
biorxiv.org/content/10.648
98/2026.05.05.720956v1
… Our report: https://
mp.weixin.qq.com/s/MhS1fG2I9HIb
fXzW0H19bg
…
RESEARCH
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Towards Autonomous Biology with Compiler-Verified Protocols for AI Execution
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Bota Biosciences’ BPL-COGEN Enables Error-Free Biological Experiments
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Biology's EDA moment has arrived! Yes, now AI can truly run biological experiments without human error! Bota Biosciences presents Biology Protocol Language (BPL) and BPL-COGEN: a compiler-verified protocol language and AI pipeline that turns ambiguous natural language lab
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Code as Agent Harness: Unified Framework for Reasoning, Action, Verification
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Cool, Code as Agent Harness! Researchers from UIUC, Meta and Stanford present "Code as Agent Harness": a unified framework where code serves as an operational substrate for agent reasoning, action, and execution-based verification — and not only as
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AIKosh: IndiaAI Mission’s one-stop platform for AI innovation
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AIKosh by IndiaAI Mission is a one-stop platform empowering researchers, startups, students, and innovators with access to datasets, AI models, secure sandbox environments, challenges, and collaboration opportunities.
— IndiaAI (@OfficialINDIAai) 23 juin 2026
Build, test, innovate, and scale AI solutions with the… pic.twitter.com/J2tUx79FwPAIKosh by IndiaAI Mission is a one-stop platform empowering researchers, startups, students, and innovators with access to datasets, AI models, secure sandbox environments, challenges, and collaboration opportunities. Build, test, innovate, and scale AI solutions with the
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50 ML Projects Book to Understand LLMs via Analysis
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50 ML projects to understand LLMs — Investigate transformer mechanisms through data analysis, visualization, & experimentation: http://
amzn.to/3P8ztDt v/ @PacktDataML This book perfectly reflects its title "50 ML Projects to Understand LLMs". The entire book consists of exactly -
New Book: Design Multi-Agent AI Systems Using MCP and A2A
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From @PacktDataML available at: http://
amzn.to/40Sp4O9 "Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Python-based Agentic AI Framework with tool use, memory, and multi-agent workflows" Table of Contents:
Introduction to Generative AI and AI agents -
Qualitative Data Analysis with ChatGPT and QualCoder: AI-Powered Guide
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Qualitative Data Analysis with ChatGPT and QualCoder: A Step-By-Step Guide to AI-Powered Coding and Thematic Analysis AI-Powered Research Toolkit — Mastering Research Series — available at http://
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AI saves 45-year-old man’s life, Nature Medicine reports
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When AI led to saving a 45-year-old man's life https://
nature.com/articles/s4159
1-026-04454-y
… @NatureMedicine @PierreEliasMD gift link https://
nytimes.com/2026/06/22/hea
lth/artificial-intelligence-heart-damage.html?unlocked_article_code=1.sVA.81O7.BeAdEk_3oOLn&smid=url-share
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PRISM: New AI Sequence Model Breaks Speed-Expressivity Trade-off
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Can AI sequence models be both expressive and blazingly fast? Researchers from Tencent, Beihang University, and Peking University present PRISM—a new sequence model that breaks the speed-expressivity trade-off. Instead of running slow, step-by-step iterations (like
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Metaprompting: ET article written a couple months back
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Metaprompting – wrote an ET article on this a couple of months back.