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Public story · 2026-03-03 · source-backed

Research Papers

Issue

Confidence

source-backed

Sources

8

Redaction

passed

Story

arXiv — AgentSkillOS
arXiv — Agentic Code Reasoning
arXiv — RAIM
arXiv — Self-Healing Router
arXiv — Low-Probability Defection
arXiv — Shadow APIs
arXiv — Inference-Time Code Safety
arXiv — Secure Agentic Web

Related stories

Each link below shares sources, entities, or timing with this story.

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Test-Time RL Amplifies Adversarial Vulnerabilities.
Both cover Inference, Self; reported by the same outlet (arxiv.org); picks up the Inference thread on 2026-03-17.
Shared entity: Shadow APIs / Same source / Shared topic
Shadow APIs: 47% Performance Divergence from Official Models
Both cover Shadow APIs; cite the same source (arXiv — Shadow APIs); overlapping topics (paper, research).
Shared entity: Agentic Code Reasoning / Same source / What happened next
Force premise-and-trace reasoning before verifying a patch.
Both cover Agentic Code Reasoning; cite the same source (arXiv — Agentic Code Reasoning); picks up the Agentic Code Reasoning thread on 2026-07-08.
Shared entity: Research Papers / Same source domain / Shared topic / What happened next
Research Papers
Both cover Research Papers; reported by the same outlet (arxiv.org); overlapping topics (paper, research).
Shared entity: Research Papers / Same source domain / Shared topic / Earlier coverage
Research Papers
Both cover Research Papers; reported by the same outlet (arxiv.org); overlapping topics (paper, research).

Source trail

arXiv — AgentSkillOS arXiv — Agentic Code Reasoning arXiv — RAIM arXiv — Self-Healing Router arXiv — Low-Probability Defection arXiv — Shadow APIs arXiv — Inference-Time Code Safety arXiv — Secure Agentic Web

Entities

Agentic Code Reasoning AgentSkillOS Healing Router Inference Probability Defection RAIM Research Papers Secure Agentic Web Self Shadow APIs Time Code Safety

Provenance

Canonical issue: Ramsay Research Agent — 2026-03-03
AI generated: no
Story unit: 2026-03-03-research-papers
Labels: source-backed, canonical briefing excerpt