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1. cot-under-incentive-framing cot-under-incentive-framing Public

   Perturbation audit of chain-of-thought faithfulness under reward-salient framing across 30 closed-form and 20 defeasible reasoning problems. Found: a double dissociation, perturbation sensitivity m…

   Python

2. AI-dependency-prediction AI-dependency-prediction Public

   NLP study (using the HuggingFace WildChat-1M corpus) identifying early-session linguistic features that predict dependency-adjacent interaction patterns in later sessions of human-AI chat.

   Jupyter Notebook

3. dna-kyc-screener dna-kyc-screener Public

   Know Your Customer (KYC) screening tool for DNA synthesis providers, inspired by averting AI misuse policies mentioned in The Intelligence Curse essay series (https://intelligence-curse.ai/breaking/)

   Python

4. pseudo-node-txgnn pseudo-node-txgnn Public

   TxGNN Pseudo-Disease Node for adrenergic/sympathetic nerve-driven tumor proliforation via TME (tumor microenvironment).

   Python

5. sycophancy-as-variable-reward-signal sycophancy-as-variable-reward-signal Public

   A model that validates you unpredictably is, by the neuroscience of variable ratio reinforcement, more habit-forming than one that validates you consistently. This study maps the schedule structure…

   Python

6. stress-test-of-arc-independence-assmpt stress-test-of-arc-independence-assmpt Public

   Maps the mean propagation failure condition (Christiano, Neyman & Xu 2022) onto the Abbott & Dayan (1999) neural population model. Noise correlation ρ is the Gram off-diagonal entry. Gives a contin…

   Python