Show HN: Project Chimera v1.2 – Neuro-Symbolic-Causal AI Agent – OpenSource Demo(github.com)

1 pointsby aytuakarlar10 ay önce2 comments

Show HN: Project Chimera v1.2 – Neuro-Symbolic-Causal AI Agent – OpenSource Demo

https://github.com/akarlaraytu/Project-Chimera

3 comments

[deleted]10 ay önce

I’ve just released Project Chimera v1.2, an open-source hybrid AI agent that blends neuro-symbolic reasoning with causal inference to tackle strategic decision-making problems.

Benchmarks:

I tested my Neuro+Symbolic+Causal Agent against LLM-Only agent and LLM+Symbolic agent. The full neuro-symbolic-causal agent outperformed all baselines. * In brand-trust mode, it hit 1.000 trust and $2M profit, 43% ahead of the nearest rival.

What’s new in v1.2:

* Trust-Adjusted Profit Metric → balances short-term profit with long-term brand trust.

* Dynamic Strategic Personality → adapts its internal priorities based on the mission goal.

* Mandatory Rule Validation → ensures all hypotheses align with business constraints.

* Performance Boost → causal engine now initializes once per simulation (much faster).

* Multi-Scenario Benchmarking → run brand-trust, profit-maximizing, and balanced strategies in one command.

* Expanded Metrics + Live Strategy Feed → more meaningful KPIs and real-time decision logs.

GitHub: https://github.com/akarlaraytu/Project-Chimera

Live Demo: https://project-chimera.streamlit.app/

I’d love your feedback, questions, or ideas for new benchmarks. Contributions are welcome!

aytuakarlar10 ay önce

Just realized I posted my main content as a comment instead of in the post body. Apologies for the mix‑up. I would love to hear your thoughts — feedback, critiques, and collaboration ideas are very welcome!