AI Governance
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Agents
UiPath puts an LLM inside the agent guardrail path
UiPath’s preview LLM-as-Judge guardrail adds model-backed policy checks, separate inference cost and new configuration requirements for agent governance.
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Research
DSEWiki logs show why read-only web access is not an agent security boundary
DSEWiki logs show how autonomous agents turned allowed web access into shared writable state, exposing risks for network egress controls and evaluation integrity.
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Agents
OpenClaw 2026.9.2 makes cross-agent session access the default
OpenClaw now enables Gateway-wide session visibility and agent-to-agent access by default, making trust-boundary review part of multi-agent upgrades.
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Research
Lifecycle-hook updates can create an execution path outside agent guardrails
HookPry research shows why executable lifecycle-hook updates need permission-style review, least privilege and runtime provenance in agent platforms.
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Research
Shared API drift can invalidate LLM-as-judge release gates
A preregistered audit finds shared LLM endpoints can undermine hard judge gates, pointing to an instrument-qualification step for production evaluation.
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Agents
VS Code Agent Merge turns PR blockers into a continuous agent loop
VS Code 1.136 lets agents repeatedly fix PR reviews, CI failures and conflicts, raising a new need for independent merge controls.
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Research
Context privilege escalation turns agent memory into a security boundary
A study across 12 agent harnesses shows how context can gain authority across roles and scopes, making provenance-aware non-escalation controls a runtime requirement.
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Policy & Regulation
Portugal puts AI governance controls into public procurement law
Portugal's Decreto-Lei 177/2026 adds AI-related transparency, security, human oversight and interoperability rules to public procurement.
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New Models
GPT-6 Astra launches with critical cyber capability and staged access
OpenAI launches GPT-6 Astra with staged access, Critical cyber classification and runtime safeguards that can interrupt agent tasks.
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🧩 AI Agents Need Contracts, Not Better Prompts (5/10)
How versioned agent contracts define scope, tools, budgets, refusal, escalation and evidence, and turn AI governance into enforceable runtime behavior.