Gjata Legacy

non-profit

AI & ML interests

AI Architecture, Reasoning Systems, Epistemic AI, AI Governance, Verification, Constitutional AI Systems, Autonomous Reasoning, Evidence-Bound AI. Machine Learning Systems, Model Evaluation, Reasoning Evaluation, Neuro-Symbolic Systems, Agent Architectures, Robustness, Interpretability, Failure Analysis. AI Architecture · Reasoning · AI Governance · Verification · Interpretability · Robustness

Recent Activity

gjatalegacy updated a Space 4 days ago

gjata-legacy/README

gjatalegacy updated a dataset 4 days ago

gjata-legacy/ess-mai-poc-006-living-negative-knowledge-verified-reentry

gjatalegacy updated a dataset 4 days ago

gjata-legacy/ess-mai-poc-005-ffi-law0-authority-nonduplication

View all activity

Organization Card

Community About org cards

Gjata Legacy

Research organisation of Bledar Gjata · project ESS-MAI

ESS-MAI is experimental Rust research software for explicit authority boundaries, negative knowledge, traceable state transitions, and reproducible falsification POCs.