# Session: 2026-03-05 14:03:14 UTC

- **Session Key**: agent:main:main
- **Session ID**: 3ad68d4a-678f-45cf-abec-20951c15acbb
- **Source**: telegram

## Conversation Summary

assistant: Now add test group loading on page init. Find the initialization code:
assistant: Also make the eval include per-model test responses (show actual answers):
assistant: Update the per-model results to show actual responses:
assistant: Now update the eval trigger to support test groups:
assistant: Restart eval service and test:
assistant: Now let's test generating a new test group:
assistant: It generated 10 tests across 5 categories. Let me verify the saved group:
assistant: Now let me run a quick eval with the new group and the default to make sure everything works end-to-end:
assistant: Good — that's kicked off in the background. Now restart the research lab proxy to ensure the eval API is also proxied for mobile:
assistant: The eval API is directly accessible on port 8093 from mobile (verified earlier). Now commit and copy:
assistant: Here's everything that changed:

**👁️ All Qwen models now accept images** — no more vision gating. Send photos to any model in chat.

**📊 Eval system rebuilt with file-based test groups:**
- **Default group** — the original 16 tests (still built-in, always available)
- **Generate New** — type a topic like "advanced math" or "cybersecurity" and the AI creates 6-10 custom eval questions with automated checks. Just tested it — generated a 10-question calculus/linear algebra/probability group in ~45 seconds
- **Import JSON** — paste any test group JSON to add it
- **Export** — download current group as JSON to share or back up
- **Group selector** — switch between groups, run evals against any group
- **Per-model results** — now show actual model responses (click to expand), not just ✓/✗

**💬 Chat multi-turn** — still working from last fix, conversation history carries through

The eval is running 4b against the math group right now. Refresh Model Lab → Eval Details tab to see the test group UI with the selector and Generate button.
assistant: LLM request rejected: Your credit balance is too low to access the Anthropic API. Please go to Plans & Billing to upgrade or purchase credits.
user: Conversation info (untrusted metadata):
```json
{
  "message_id": "3844",
  "sender_id": "7827979987",
  "sender": "P M",
  "timestamp": "Thu 2026-03-05 09:01 EST"
}
```

Sender (untrusted metadata):
```json
{
  "label": "P M (7827979987)",
  "id": "7827979987",
  "name": "P M"
}
```

Save everything that we have gone over in a compact way that will allow you to continue work. Prepare for context window clearing.
assistant: Now update MEMORY.md with the distilled version:
assistant: Everything saved. Here's what to know for the next session:

**Git**: `618d415` on master, backup pushed.

**What was built (overnight 2026-03-05):**
1. Model Lab (27) — multi-turn chat, all Qwen vision-enabled, eval with test groups
2. Health Monitor (28) — live sparklines for all services
3. Research Lab (25) — autopilot, paper export, auto-RAG, 3D viz
4. Computer Use V2 (26) — prompt-optional, fixed session ID bug + blank page quit
5. Eval system — file-based test groups, generate from topic, import/export JSON

**Open items for next session:**
- Move autopilot proposals to Research Lab Dashboard tab
- Mid-session model swap in Research Lab
- E2E test Computer Use V2 from mobile (session steps should show now)
- Proxy Comms (8096) and Voice Lab (8101) through 8097 for mobile
- Add basic auth to API services
- MEMORY.md is getting long — needs curation pass

**Key files:** `memory/2026-03-05.md` has the full raw log. `MEMORY.md` has the distilled state.