AdaMem: Four-Tier Memory Architecture for Long-Horizon Dialogue Agents

Shared entity: Concrete / Same source domain / Shared topic / What happened next

Tool-calling agents are weak at inferring world models from interaction.

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

Shared entity: Concrete / Shared topic / Earlier coverage / Tension

Cisco: MCP Is a "Vast Unmonitored Attack Surface"

Both cover Concrete; overlapping topics (agent, concrete, context); earlier Concrete coverage from 2026-02-20.

Same source domain / Shared topic / Tension

Engram: a lean retrieved context beats stuffing the full history into the window.

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

Same source domain / Shared topic

EverMemOS — Agent Memory as an Operating System.

Reported by the same outlet (arxiv.org); overlapping topics (agent, context, dialogue, episodic).

OpenDev: Terminal-Native Coding Agent Academic Paper

Reported by the same outlet (arxiv.org); overlapping topics (adaptive, agent, context, memory).

Shared entity: Concrete / Shared topic / Earlier coverage

NVIDIA Cosmos Reason 2: #1 Open Physical AI Model

Both cover Concrete; overlapping topics (concrete, context); earlier Concrete coverage from 2026-03-14.

Willison's February Newsletter: Opus 4.6 as Domain-Specific Proofreader

Both cover Concrete; overlapping topics (builder, concrete); earlier Concrete coverage from 2026-03-02.

Shared entity: Concrete / Same source domain / Earlier coverage

Deep Analysis Worth Reading

Both cover Concrete; reported by the same outlet (arxiv.org); earlier Concrete coverage from 2026-02-20.