Tagged articles

Evidence generation

3 articles · Page 1 of 1

Sep 2, 2026 · Information Security

Why Agent Authorization Differs from User Permissions – The AEGIVELA Security Model

The article explains how traditional IAM falls short for agents and introduces AEGIVELA’s seven‑step security model—distinguishing human, agent, and workload identities, separating policy decisions from execution, using scoped approvals, limited delegation, short‑lived execution grants, revocation as a first‑class capability, and evidence generation.

AEGIVELAAgent SecurityAuthorization model

0 likes · 5 min read

Why Agent Authorization Differs from User Permissions – The AEGIVELA Security Model

Architects Research Society

Aug 27, 2026 · Operations

Testing Autonomous Systems in Possible Worlds: Inside PEIRAVELA’s Experiment Control Plane

When agents, workflows, robots, or security controls affect production, teams must know how the system behaves under changing conditions; PEIRAVELA’s possible‑world experiment control plane creates isolated, reproducible worlds, injects perturbations, records raw evidence, and separates testing from judgment to enable independent verification.

Evidence generationPEIRAVELASimulation

0 likes · 5 min read

Testing Autonomous Systems in Possible Worlds: Inside PEIRAVELA’s Experiment Control Plane

AsiaInfo Technology: New Tech Exploration

Apr 25, 2025 · Artificial Intelligence

How Evidence Generation Boosts Document-Grounded Dialogue with LLMs

This study introduces DGDE, a document‑grounded dialogue framework that leverages large language model‑generated evidence, combining retrieval, reranking, fine‑tuning, and iterative question correction to markedly improve accuracy, comprehensiveness, coherence, and completeness on the Doc2dial benchmark.

Evidence generationFine-tuningdocument-grounded dialogue

0 likes · 21 min read

How Evidence Generation Boosts Document-Grounded Dialogue with LLMs