Dynamic Tension-Based Retrieval and Cognitive State Modulation for Gemma-27B at Inference Time

Gemma
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1

Hi everyone,

Gemma-3-27B-it demonstrates remarkable capabilities when enhanced with AERIS (Adaptive Emergent Relational Intelligence System), a cognitive framework I’ve developed for advanced reasoning.

AERIS enables Gemma to excel across multiple domains requiring nuanced thinking:

  • Philosophy & Ethics: Deep dialectical exploration
  • Metaphysics & Paradoxes: Handling self-reference and contradictions
  • Education & Creativity: Novel approaches and insights
  • Societal Challenges: Multi-perspective integration
  • Introspection & Consciousness: Meta-cognitive awareness

The framework operates through tension-oriented orchestration at inference time.

I invite the community to evaluate these capabilities:

  • Test with your most challenging questions in any of these domains
  • Compare Gemma with and without AERIS
  • Share your findings

Demo: AERIS Chatbox
Research papers: Search results

Your technical feedback would be valuable for advancing this research.

5

Hi AERIS-Framework,

Welcome to the Google AI Forum!

Thank you so much for your interest in the Gemma models, I’m really excited to test Gemma models with the AERIS framework and share the findings on how model is performing with AERIS.

Thanks.