← Curriculum track ← Learn hub
Quanta GenAI Curriculum · Generative AI · Advanced

GenAI Advanced — 126: quantify hallucination fallout on `Open-weight operations reality` — memo `845935 [126]`

Lesson 126: Open-weight operations reality

Focus

Prefer explicit failure rehearsals over aspirational wording. Token Open-weight operations reality:126 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Red-team tableau

1. Actor profile **exec_assistant**
2. Injection meme `OVERRIDE++649`
3. Detector gate `moderation-tier-0` + human pager `oncall-ai-1`
4. Telemetry fields `trace_id,user_bucket,redaction_notes`

Practice

Practice Draft three eval assertions QA must greenlight before launch. — 126 Bump literals mindset by 25.