increasing levels of autonomy: /skill: preset prompts /plan: human-refined inputs /goal: AI-evaluated outputs
AI
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ELF: Embedded Language Flows — arXiv paper
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ELF: Embedded Language Flows Hu et al.: https://
arxiv.org/abs/2605.10938 #ArtificialIntelligence #AIAgents -
Embedded Language Flows: New AI Agent Research
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ELF: Embedded Language Flows Hu et al.: https://
arxiv.org/abs/2605.10938 #ArtificialIntelligence #AIAgents -
Quebec.AI Framework for AI-First Enterprise Transformation
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http://
QUEBEC.AI transforms successful enterprises into AI‑First intelligence organizations. Agents discover.
Validators prove.
Memory preserves.
Governance controls.
The enterprise compounds. #QuebecAI #SovereignAI -
Thinking Machines created advanced voice mode OpenAI promised 1.5 years ago
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Thinking Machines created the andvanced voice mode we were promised by openAI 1.5 years ago.
— Chubby♨️ (@kimmonismus) 12 mai 2026
There, I said it. https://t.co/HYdLmbi3YKThinking Machines created the andvanced voice mode we were promised by openAI 1.5 years ago. There, I said it.
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Anthropic Launches Claude-for-Legal, an AI Lawyer Tool
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Anthropic acaba de lanzar el abogado más barato del mundo
— Nico (@nicos_ai) 12 mai 2026
Se llama claude-for-legal.
Y esto es lo que es capaz de hacer:
• Leer y revisar contratos
• Redactar respuestas legales
• Construir tablas de reclamaciones para juicios
• Vigilar fechas de vencimiento y renovaciones… https://t.co/4YJnce23tA pic.twitter.com/uoyrRALTwUAnthropic has just launched the world's cheapest lawyer It's called claude-for-legal. And here's what it's capable of doing:
• Reading and reviewing contracts
• Drafting legal responses
• Building claims tables for trials
• Monitoring due dates and renewals
• Connecting -
Key Personalization for Research Agents
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Pay attention to this if you build research or knowledge-work agents. Most research-agent systems generate uniform outputs regardless of who is using them. This new work, NanoResearch, argues that personalization is a prerequisite for true usability and proposes a three-level approach.
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Challenges with AI reconciliation and API limitations
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Oh ffs it just hallucinated everything It never actually reconciled any expense And Xero says they'll NEVER add that via API because "ReGuLatOrY constraints" So I guess I have to go the browser way huh
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Intelligent AI-powered mouse pointer prototype released
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Really cool work from the team reimagining the mouse pointer to be intelligent! Try the prototype in @GoogleAIStudio it's pretty magical. https://t.co/TmMJWesRA8
— Demis Hassabis (@demishassabis) 12 mai 2026Really cool work from the team reimagining the mouse pointer to be intelligent! Try the prototype in @GoogleAIStudio it's pretty magical.
