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docs(specs): routine specifications update
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# Model Behavior Observations
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Last updated: dev@2e2bb52 | 2026-08-16
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Last updated: dev@86b886c | 2026-10-14
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## Scope
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This file records model- or provider+model-specific behavior observed in
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Odysseus code, tests, Issues, PRs, commits, and provider documentation. It is a
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compact evidence map, not a runtime matcher. General canonical rules belong in
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[model-capability-canonical.md](model-capability-canonical.md); provider-wide
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transport belongs in [the provider map](model-providers/_readme.md).
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This file records model- or provider+model-specific behavior observed in Odysseus code, tests, Issues, PRs, commits, and provider documentation. It is a compact evidence map, not a runtime matcher. General canonical rules belong in [model-capability-canonical.md](model-capability-canonical.md); provider-wide transport belongs in [the provider map](model-providers/_readme.md).
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The canonical capability layer intentionally has no
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`src/model_behavior_quirks.py`.
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Adding a registry before runtime call sites carry structured provider, model,
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version, and dialect identity would create another model-name matching layer.
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The canonical capability layer intentionally has no `src/model_behavior_quirks.py`. Adding a registry before runtime call sites carry structured provider, model, version, and dialect identity would create another model-name matching layer.
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## General Observation Template
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@@ -27,9 +20,7 @@ Record only the fields supported by the evidence:
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- source, confidence, status, and reproduction date;
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- whether the behavior is already implemented in runtime code.
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If exact structured identity is unavailable, keep the observation here and in
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its current tested runtime location. Do not promote it through substring,
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regex, prose, or serialized-prompt parsing in the canonical layer.
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If exact structured identity is unavailable, keep the observation here and in its current tested runtime location. Do not promote it through substring, regex, prose, or serialized-prompt parsing in the canonical layer.
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## Model-Specific Observation Map
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@@ -43,9 +34,7 @@ regex, prose, or serialized-prompt parsing in the canonical layer.
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| Ollama native `gpt-oss` reasoning level | `gpt-oss` served through Ollama native | `think` accepts low/medium/high and does not represent off | provider docs; deployment scoped |
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| Ollama compatibility disable observation | Ollama 0.20.6+, observed Qwen3.5 compatibility path | `reasoning_effort: none` was reported to disable reasoning | #5503; unmerged/low confidence until reproduced |
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Issue and commit references are evidence identifiers, not runtime dependencies.
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Open or unmerged observations remain provisional until reproduced or supported
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by current provider documentation.
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Issue and commit references are evidence identifiers, not runtime dependencies. Open or unmerged observations remain provisional until reproduced or supported by current provider documentation.
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## Other Model-Level Observations
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@@ -73,13 +62,11 @@ by current provider documentation.
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#1704, #1478). Native engine metadata or a verified endpoint probe outranks
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a model-family name list.
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Current `src.model_profiles` is a separate runtime schema/thinking profile helper: bounded `odysseus`/`ajax` tokens in the model ID leaf select compact schema and progressive thinking. It is not the absent canonical behavior registry. `src.utility_effort` validates utility effort against ChatGPT metadata that includes maintained/model-name defaults; callers must not describe those defaults as verified provider capability.
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## Promotion Gate
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Before an observation becomes canonical runtime behavior, a consumer must
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already have the necessary structured identity and tests must cover both its
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positive scope and a neighboring negative scope. Request control and response
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visibility remain separate: hiding reasoning text is not the same as disabling
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reasoning at the provider (#2905).
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Before an observation becomes canonical runtime behavior, a consumer must already have the necessary structured identity and tests must cover both its positive scope and a neighboring negative scope. Request control and response visibility remain separate: hiding reasoning text is not the same as disabling reasoning at the provider (#2905).
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## Current Gaps
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