Future Computing Group

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1. behavioral-trilemma-experiments behavioral-trilemma-experiments Public

   Best-of-N experiment for the Behavioral Credibility Trilemma: confidence inflation under composite payoff, monotone calibration degradation, and the achievable-(H,C,A) surface geometry (Qwen-2.5-7B).

   Python

2. semantic-merge-protocol-experiments semantic-merge-protocol-experiments Public

   The Semantic Merge Protocol (SMP): reference implementation + experiments. Private (public at submission).

   Python

3. agentic-economy-sim agentic-economy-sim Public

   Simulation code (R + targets) for the IEEE TSC paper 'Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum'

   R

4. rlmf-experiments rlmf-experiments Public

   Companion code for 'Reinforcement Learning with Mechanism Feedback' (Lovén & Tarkoma, 2026)

   Python