Model roadmap
AI Models
One hub for gatekeeping, classification, headline sentiment, and chat experiments.
Tip Start with the PHP classifier for production news/ticker gates. Use Sentiment for headline forecasts; Chat tabs are research sandboxes. API docs
Production path
- Validate — reject junk tickers/text (Phase 1)
- Classify — sentiment, tense, voice, topic (Phase 2)
- Synthesize — template readout, no free-form loss (Phase 3)
- Wire — news API & feeds use the same gate (Phase 4)
Research models
Chat variants stay sandboxed — they do not feed Top Picks or tape scores.
Endpoints
| Path | Role |
|---|---|
/api/ai-lab/index.php | JSON classifier (validate + classify + readout) |
/api/news.php | News feed (gate + topic tags when wired) |
/api/sentiment_model_predict.php | Trained sentiment head |
/api/chat_model_generate.php | Chat generation (lab) |