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
RESEARCH
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AGI ALPHA Completes First Real Loop with Evidence Compiler
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NeMo-Automodel: Step-by-Step Guide to Train Your Own Model
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Stop waiting to train your own model. NeMo-Automodel has a step-by-step guide. Go try it
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Mistral Launches Medium 3.5: 128B Dense Model with Vision
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Congrats to the @MistralAI team on launching Mistral Medium 3.5! This new single 128B dense text-vision model merges instruction-following, reasoning, and coding. Plus, it scored 77.6% on SWE-Bench Verified. The best models run on NVIDIA. Try it out today on
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AI Math Capabilities: Conservative Assessment at L2+ Level
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Maybe we should calibrate together. We (generally @tonylfeng
) are more on the conservative side that results in AI for Maths are mostly at L2+ (for now). We haven't seen any L3 result yet. -
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
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Harvard Survey: AI Adoption High but Value Lags Without Workflow Integration
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New Survey from Harvard Business Review Analytic Services Finds AI Adoption Remains High, Yet Value May Lag Without Modernization and Workflow Integration https://
appian.com/about/explore/
press-releases/2026/new-survey-from-harvard-business-review-analytic-services-finds-ai-adoption-remains-high
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Eka: A Different Approach to Robotics AI Innovation
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A lot of companies are currently chasing a "ChatGPT moment for robotics". Eka, founded by @pulkitology and @haarnoja
, is taking a different approach to most, and it has already produced an eerie new kind of robot intelligence. (My latest piece for @WIRED
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Understanding AI: How ChatGPT and Modern AI Tools Work
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🤖 AI can feel almost magical, but to use it well, we need to understand what it is, how it works, and where its limits really are.
— Bernard Marr (@BernardMarr) 29 avril 2026
In this video, I explain AI in simple terms, including how tools like ChatGPT, Gemini, and Copilot generate responses, why they can sound so… pic.twitter.com/4A5hQAHtwhAI can feel almost magical, but to use it well, we need to understand what it is, how it works, and where its limits really are. In this video, I explain AI in simple terms, including how tools like ChatGPT, Gemini, and Copilot generate responses, why they can sound so