# Humanish 0.91.0

Supported live studies now request analysis when the recording finishes, using
`gpt-6-astra` with high reasoning and a separate $3 admission estimate limit.
The CLI, preflight and TUI disclose that budget. Set `review.analysis: false` to
disable the extra request, or supply an analysis mapping with `maxCostUsd` to
customize it. The estimate is additional to participant and desktop costs and
is not a provider billing cap. Missing default credentials record a skip while
preserving a successful recording; explicit analysis failures remain failures.
Startup failures with no retained participant activity skip default analysis.

Analysis now reviews material participant concerns before ranking findings.
Useful reported uncertainty and recovered mistakes can remain findings even
when product fault is unproven. **Concerns considered** shows evidence-linked
decisions, including why material concerns were left out of the ranked list.
It is model assessment, separate from original participant feedback and human
reviewer annotations.

Evidence selection shares count and text budgets across participants and samples
their whole sessions, prioritizing beginnings, endings and context around
recorded failures. Original frame and event identities remain intact. Missing
assignments remain explicit; historical assignments are never invented.
Existing analysis versions remain readable and unchanged.

Selection is bounded and can still omit important moments. Concern review does
not certify exhaustive discovery or accurate causal diagnosis. Opening Observer,
exporting a recording and reading history never start a model request. Dry-runs
and unsupported default routes remain request-free, and examples advertised as
zero-spend explicitly disable automatic analysis.

See the [analysis contract](../contracts/study-analysis.md),
[automatic analysis guide](../product/automatic-analysis.md), and
[bounded evaluation receipt](https://github.com/danielgwilson/humanish/blob/main/docs/goals/computer-use-actor/receipts/analysis-quality-and-defaults-2026-09-15.md).