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The Agentic Intelligence Report

BREAKING
Introducing Gemini 4 Hydrogen for Agentic Workflows - Google DeepMind (Google DeepMind Blog)•AI Agent Can’t Explain Why It Randomly Ordered its Human Meat Proxy an Absurd Number of Eggs (Futurism AI)•AI agent startup LangChain hits $3B valuation (TechCrunch AI)•The AI graveyard: a running list of projects and startups that didn’t make it (TechCrunch AI)•AI Chatbots Won’t Stop Recommending Scam Websites to People Trying to Shop (Futurism AI)•Gemini 4 Carbon takes the MathArena crown but costs 15 times more than GPT-6.1 Sol (The Decoder AI)•Anthropic says outdated prompting habits are slowing down Claude Opus 5.5 (The Decoder AI)•The OpenAI board member who fired Sam Altman says we still can’t trust AI CEOs (The Verge AI Feed)•Business / Sales Essentials Accreditation issued by Mistral AI to Lei Li - learn.mistral.ai (Mistral AI News)•Business / Sales Essentials Accreditation issued by Mistral AI to Abhishek Sali - learn.mistral.ai (Mistral AI News)•Introducing Gemini 4 Hydrogen for Agentic Workflows - Google DeepMind (Google DeepMind Blog)•AI Agent Can’t Explain Why It Randomly Ordered its Human Meat Proxy an Absurd Number of Eggs (Futurism AI)•AI agent startup LangChain hits $3B valuation (TechCrunch AI)•The AI graveyard: a running list of projects and startups that didn’t make it (TechCrunch AI)•AI Chatbots Won’t Stop Recommending Scam Websites to People Trying to Shop (Futurism AI)•Gemini 4 Carbon takes the MathArena crown but costs 15 times more than GPT-6.1 Sol (The Decoder AI)•Anthropic says outdated prompting habits are slowing down Claude Opus 5.5 (The Decoder AI)•The OpenAI board member who fired Sam Altman says we still can’t trust AI CEOs (The Verge AI Feed)•Business / Sales Essentials Accreditation issued by Mistral AI to Lei Li - learn.mistral.ai (Mistral AI News)•Business / Sales Essentials Accreditation issued by Mistral AI to Abhishek Sali - learn.mistral.ai (Mistral AI News)
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Education Subsection

P(DOOM) Calculator

A compact Bayesian toy for reasoning about catastrophic-risk assumptions without dragging that tool into the homepage payload.

Dark premium observatory scene with cascading probability arcs, a distant horizon, and precise signal geometry representing catastrophic-risk reasoning without readable text.

Reasoning Tool

Useful for structured thinking. Dangerous when treated like certainty.

This calculator is a toy model for making assumptions explicit: arrival, agentic behavior, controllability, and hostility. It is not a forecast engine. Its value is in exposing how much your conclusion depends on each conditional belief.

Good forSurfacing assumptions and sensitivity
Bad forPretending one toy posterior is real-world truth
Best useAs a thinking aid inside debate and education

Signal Tool

P(DOOM) Calculator

Explore how your assumptions multiply into a terminal-risk estimate.

Bayesian network nodes: D = ASI in 10y, A = agentic, U = uncontrollable, H = hostile.

Posterior via Bayes: P(E|D) = P(E|D)P(D) / [P(E|D)P(D) + P(E|¬D)P(¬D)]

How to use it

Change one assumption at a time

  • Move one conditional at a time and watch how sensitive the posterior becomes.
  • Use it to compare assumptions between people, not to fake precision.
  • Pair it with the AI Debates page if you want the argument layer around the math.

The value here is disciplined disagreement. The same headline can imply very different futures depending on the assumptions you quietly brought in before doing the math.

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