Most of the gap between simple and giant time-series models is preprocessing, not scale.

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

Try programmatic tool calling instead of JSON schemas on any code-capable model.

Both cover Most; reported by the same outlet (arxiv.org); overlapping topics (accuracy, model).

Your CLAUDE.md holds 36.2% of the time, and that's the best case

Both cover Most; reported by the same outlet (arxiv.org); overlapping topics (architecture, model).

Cursor Rebuilt SQLite With Agents for 1,339 Dollars

Both cover Most; reported by the same outlet (arxiv.org); overlapping topics (architecture, model).

Shared entity: Most / Same source domain / What happened next / Downstream implication

43 Attacks Can Fully Compromise a Self-Hosted AI Agent

Both cover Most; reported by the same outlet (arxiv.org); picks up the Most thread on 2026-07-22.

Same source domain / Shared topic / Tension

GSQ Closes the Gap Between Simple and Complex Quantization at 2-3 Bits.

Reported by the same outlet (arxiv.org); overlapping topics (accuracy, between, clos, model); pushes against this story (vs).

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

Two Labs Ship Sub-500MB Agentic Models in the Same Week. Edge AI Agents Just Became Real.

Both cover Most; overlapping topics (accuracy, model); earlier Most coverage from 2026-04-01.

Shared entity: Most / Shared topic / Earlier coverage

34.2% Agent Accuracy Gain — No Model Change, Just Better Prompts From Your Own Traces

Both cover Most; overlapping topics (accuracy, between, model); earlier Most coverage from 2026-03-18.

Same source domain / Shared topic / Downstream implication

New paper trains RL through the agent harness, not the model

Reported by the same outlet (arxiv.org); overlapping topics (architecture, between, model); traces where this leads (which means).