Inside Denario, every research step becomes an artifact. The system writes out its own http://
idea.md, http://
methods.md, http://
results.md, paper.pdf, even http://
referee.md. It’s not just automating work it’s creating a transparent scientific record
GENERATIVE AI
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Denario AI system automates scientific research documentation
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Denario AI Agent System: Goal Decomposition and Autonomous Research Management
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Here’s where it gets wild. Denario doesn’t just “run tasks.” It plans decomposing goals into subtasks, assigning agents, and managing feedback like a robotic PI (principal investigator). It monitors progress, detects failure, retries, adjusts, and decides when the research is
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Flowith: Canvas-Based Workspace with AI Agent Neo
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Our Weekly Spotlight @flowith transforms scattered thoughts into clear, actionable results with its unique canvas-based workspace and powerful AI agent Neo. Researchers, content creators & teams use Flowith to keep complex projects visible and connected while automating
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MIT Study: 95% of Firms See Zero Return on AI Investments
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An M.I.T. study found that 95% of companies that had invested in A.I. tools were seeing zero return. It jibes with the emerging idea that generative A.I., “in its current incarnation, simply isn’t all it’s been cracked up to be,” @JohnCassidy writes. http://
nyer.cm/FUZwzw8 -
Codex AI Catches Real Bugs in Code Review Process
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Just had an excellent experience where Codex code review caught two real bugs which would have been easy for human reviewers to miss. It's a comforting, and very novel, feeling to have such a strong safety net watching over every PR.
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AI Transforms Music: Rosalía and OpenAI Lead the Revolution
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IA et musique : devinez qui mène la danse ? Rosalía fusionne baroque, musique expérimentale et techno. Elle retourne Internet en une nuit avec Berghain, son single. Juste au moment où OpenAI s'attaque au codage de la musique.
Et où Universal prépare le lancement d'une -
GPT-5 Pro Discovers Drug Repurposing for Untreatable Food Allergy
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Taste of what LLM-driven scientific discovery will be like: with 12 minutes of thinking, GPT-5 Pro suggested repurposing a known drug to treat an untreatable food allergy. Same exact result was found by an (at the time unpublished) peer-reviewed study. And models still improving.
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What capabilities does AI still need to develop?
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What’s one thing you’d like AI to be able to do, but it can’t yet?
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AI Bank Statement Analyzer: Transform Financial Data Into Insights
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AI Bank Statement Analyzer (Made by the LangChain Community) Transform bank statements into queryable financial insights using AI. This system combines YOLO and LangChain's RAG to enable natural language analysis of your personal finances. Check it out here
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MIT’s BoltzGen AI Designs Proteins and Peptides
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A genAI model developed at MIT designs proteins & peptides of any modality to bind to different biomolecular targets. The system, called "BoltzGen," unifies design & structure prediction. It's freely available for unrestricted academic & commercial use: https://
bit.ly/4oJRSSV