AGI Evaluation via Lighthouse Tests

An AGI Evaluation via Lighthouse Tests is an AGI assessment framework that uses historical benchmark tasks and novel capability demonstrations to detect artificial general intelligence through breakthrough performance on previously unsolvable problems.

• AKA: Lighthouse Moment Detection, AGI Breakthrough Assessment, Historical Milestone Testing, Capability Discontinuity Detection.
• Context:
  • It can typically assess Scientific Discovery Capability through historical recreation tests.
  • It can typically evaluate Cross-Domain Transfer through skill generalization tasks.
  • It can typically measure Creative Problem Solving through novel challenges.
  • It can typically detect Emergent Understanding through conceptual leap demonstrations.
  • ...
  • It can often identify Capability Jumps through performance discontinuity.
  • It can often validate General Intelligence through diverse task portfolio.
  • It can often predict Future Capability through scaling projection.
  • ...
  • It can range from being a Narrow AGI Evaluation via Lighthouse Tests to being a Comprehensive AGI Evaluation via Lighthouse Tests, depending on its AGI evaluation test coverage.
  • It can range from being a Historical AGI Evaluation via Lighthouse Tests to being a Forward-Looking AGI Evaluation via Lighthouse Tests, depending on its AGI evaluation temporal focus.
  • ...
  • It can integrate with AGI Acceleration Measure for progress tracking.
  • It can connect to AI Capability Evaluation for benchmark comparison.
  • It can interface with Scientific Method for discovery validation.
  • It can communicate with Turing Test for intelligence assessment.
  • ...
• Example(s):
  • Historical Recreation Tests, such as:
    • Derive Relativity from 1900 Data for theoretical physics capability.
    • Rediscover DNA Structure for molecular biology reasoning.
    • Invent Calculus from First Principles for mathematical creation.
  • Novel Creation Tests, such as:
    • Design Original Game Mechanic for creative synthesis.
    • Propose New Scientific Theory for hypothesis generation.
    • Create Artistic Movement for cultural innovation.
  • Problem-Solving Tests, such as:
    • Solve Millennium Prize Problems for mathematical breakthrough.
    • Design Fusion Reactor for engineering capability.
    • Cure Complex Disease for medical innovation.
  • ...
• Counter-Example(s):
  • Narrow Benchmark Suite, which lacks generality assessment.
  • Memorization Test, which lacks true understanding.
  • Domain-Specific Evaluation, which lacks cross-domain validation.
• See: AGI Acceleration Measure, AI Capability Evaluation, Turing Test, Artificial General Intelligence, Breakthrough Detection, Scientific Discovery System, Evaluation Framework.

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