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GDL – I built an AI-powered invention engine

GDL – I built an AI-powered invention engine

by Whyachi·Apr 13, 2026·2 points·0 comments
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AI Analysis

●MidBold BetShip It

83k LOC is impressive, but chaining LLMs to evaluate LLM output isn't novel architecture.

Strengths
  • •Discovery Packs format with ranked concepts, tests, risks, and build paths
  • •Covers diverse domains from energy to aerospace with specific examples
  • •Professional landing page with clear process visualization
Weaknesses
  • •No evidence of novel filtering beyond standard LLM evaluation prompts
  • •AI generating ideas then AI filtering ideas is a common pattern
Category
AI/ML
Target Audience

Researchers, engineers, inventors working on hard science problems

Similar To

Deep Research tools · AI brainstorming platforms

Post Description

I built a 83,000 loc invention pipeline that starts with a problem statement and calls multiple SOTA models to generate invention ideas. Then the ideas are run through a gauntlet to eliminate Ai slop

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