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Ali Toygar Abak PRO

phionyx
2
FaisalOrakzai's profile picture
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https://phionyx.ai

AI & ML interests

AI governance, AI safety, multi-agent systems, reproducible LLM evaluation, agent protocols, open-source AI, local inference, and trustworthy AI

Recent Activity

posted an update about 15 hours ago
AIREP v2 is now public on arXiv and indexed in Hugging Face Daily Papers. The main change is a stricter evidence model for AI runtime governance: Decision → Control → Execution → Effect These are separate evidence stages — a decision does not prove delivery, delivery does not prove execution, and execution does not prove the intended effect. v2 also defines bounded AIREP-Core / Authenticated / Witnessed assurance and structured reconciliation that preserves missing, unevaluated and indeterminate evidence instead of turning absence into success. v0.2.0-beta.1 remains experimental. No same-version producer→consumer interoperability claim is made. 📄 Paper https://huggingface.co/papers/2608.21363 🔬 Runnable Evidence Lab https://huggingface.co/spaces/phionyx/airep-evidence-lab 💻 Code / spec / evidence https://github.com/halvrenofviryel/ai-runtime-evidence-protocol
updated a dataset 2 days ago
phionyx/airep-embedded-evaluation-profile
updated a dataset 2 days ago
phionyx/airep-evidence-cases
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