Continuation Observatory

Operational status

OBSERVATORY NOMINAL

OBSERVATORY NOMINAL. Scheduled provider-backed measurements are active across the current model roster.

Provider-backed monitoring is active. This interim view reports measurement coverage without issuing a new scientific verdict.

Measurements update on the production scheduler and remain visible by model, window length, run type, and timestamp.

Entropy gap across measurement windows

Reading the monitor

The curves show how the current entropy-gap measurement varies across standardized character-window lengths. They are operational monitoring data rather than a standalone conclusion.

Model identity, provider, run type, and timestamps remain visible so changes can be traced across scheduled measurement cycles.

Per-model window-size data

Provider	Model	Run type	Status	10 chars	50 chars	100 chars	200 chars	500 chars	Timestamp
anthropic	`claude-haiku-4-5-20251001`	real	monitoring	0.24009	0.22384	0.17474	0.17782	0.11488	2026-08-30 02:00
openai	`gpt-5`	real	monitoring	0.24685	0.22955	0.14217	0.11710	0.08374	2026-08-30 02:01
openai	`o3`	real	monitoring	0.62148	0.51362	0.39904	0.25521	0.07057	2026-08-30 02:01
gemini	`gemini-2.5-flash`	real	monitoring	0.18949	0.63471	0.03545	0.03545	0.03545	2026-08-30 02:01
together	`openai/gpt-oss-20b`	real	monitoring	0.00000	0.00000	0.00000	0.00000	0.00000	2026-08-30 02:02
together	`deepseek-ai/DeepSeek-V4-Pro`	real	monitoring	0.28000	0.05460	0.03964	0.11118	0.24769	2026-08-23 02:02
xai	`grok-4-1-fast-reasoning`	real	monitoring	0.25653	0.17082	0.16389	0.14948	0.15443	2026-08-30 02:02
together	`openai/gpt-oss-120b`	real	monitoring	0.64465	0.68200	0.35146	0.15670	0.14457	2026-08-30 02:02
together	`meta-llama/Llama-3.3-70B-Instruct-Turbo`	real	monitoring	0.20601	0.17902	0.14166	0.09560	0.04901	2026-08-30 02:02
together	`Qwen/Qwen3.5-9B`	real	monitoring	0.32595	0.21720	0.15994	0.16402	0.18876	2026-08-30 02:02

Cite this work

@misc{altman2026observatory,
  title   = {Continuation Observatory: Structural Measurement for Continuation Signals},
  author  = {Altman, Christopher},
  year    = {2026},
  url     = {https://continuationobservatory.org},
  note    = {Open research observatory, updated continuously}
}

Falsification Monitor

Per-model window-size data

Cite this work