About

We're solving AI's biggest problem: overconfidence. Modern AI systems hallucinate facts, contradict themselves, and rarely admit uncertainty. As they scale, they become MORE confident but LESS reliable—the "Skynet phenomenon." AletheionAGI developed a pyramidal architecture with epistemic gates that: - Reduces hallucinations by 84% on average - Distinguishes what AI knows from what it guesses - Provides explicit uncertainty quantification - Prevents "apex delusion" (believing it's omniscient) Our mission: Build AI systems that remain calibrated as they scale—not by limiting capability, but by encoding humility architecturally. Critical for Healthcare, Justice, Scientific Research, and any domain where wrong answers cost lives or money. Open research. Practical solutions. Honest AI.

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

  • Tune2all
    Tune2allFind prospects. Personalize outreach. Sell faster with AI.
    Aug 2026
  • Widport
    WidportIntent-driven experiences for websites and applications
    Aug 2026
  • IntentParse
    IntentParseTurn natural language into structured, actionable intent
    Aug 2026
  • GQueries
    GQueriesGrounded memory and authorized evidence for production AI
    Aug 2026
  • 🎉
    Joined Product HuntNovember 12th, 2025

Forums

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1mo ago

Tune2all - Find prospects. Personalize outreach. Sell faster with AI.

Tune2all finds qualified B2B companies, generates personalized outreach for each prospect, and continuously improves using real replies. Built with BYOK AI, intent-aware prospecting and automated follow-ups, it helps teams sell faster while keeping AI costs under control.
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1mo ago

Widport - Intent-driven experiences for websites and applications

Widport turns user intent into grounded, policy-aware experiences for websites and applications. Instead of limiting AI to a chat response, Widport can answer, navigate, collect information, request confirmation, trigger bounded actions, or hand off to a human. It combines structured intent, authorized evidence, and application policy to decide what should happen next. Use it as a support interface, conversational workflow layer, or intent-driven front end for AI-powered products.
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1mo ago

GQueries - Grounded memory and authorized evidence for production AI

GQueries gives AI systems a controlled evidence layer between retrieval and the final answer. It combines persistent memory, authorization, provenance and fail-closed grounding so applications can decide not only what information was found, but whether it is actually allowed and sufficiently supported to be used. Bring your own LLM, keep your existing stack, and send only the evidence needed for the current query.
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