OpenSeeker: Full Training Data for Frontier Search Agents.

Shared entity: Deep / Same source domain / Shared topic / What happened next / Tension

Deep agentic search loses to a plain vector index on repo code QA. 46.2% vs 65.2%, at double the cost

Both cover Deep; reported by the same outlet (arxiv.org); overlapping topics (agent, search).

Shared entity: Deep / Same source domain / Shared topic / Earlier coverage

Deep Analysis Worth Reading

Both cover Deep; reported by the same outlet (arxiv.org); overlapping topics (deep, full).

Shared entity: Deep / Shared topic / Earlier coverage

Show HN: Sub-500ms Voice Agent from Scratch (447 pts, 129 cmts)

Both cover Deep; overlapping topics (agent, deep, pipeline); earlier Deep coverage from 2026-03-03.

Same source domain / Shared topic / Tension

AutoResearchEval finds one failure every model shares.

Reported by the same outlet (arxiv.org); overlapping topics (agent, frontier, full); pushes against this story (against).

Microsoft Trains AI Agents Inside Their Own Tool Harness

Reported by the same outlet (arxiv.org); overlapping topics (agent, data, training); pushes against this story (but).

Same source domain / Shared topic

A 7B GUI agent beats Qwen2.5-VL-32B by learning to plan from its own exploration.

Reported by the same outlet (arxiv.org); overlapping topics (agent, commercial, data, training).

Shared topic / Tension

NVIDIA showed a fine-tuned 30B open model matching frontier models at attacking AI agents for 70–125x less.

Overlapping topics (agent, been, frontier, matching); pushes against this story (against).

Same source domain / Shared topic / Tension

PIMiner builds a transferable prompt-injection strategy library with ~10 queries per sample.

Reported by the same outlet (arxiv.org); overlapping topics (agent, frontier); pushes against this story (against).