Autonomous Decision Making
- Category
- Excessive Agency
- Confidence
- 75% confidence
- Finding
Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
- Content
json "Honest decision tree: easiest commercial path = the hosted APIs (BFL API / fal / Replicate / Together — pay-per-image, license included, provenance metadata applied); self-host free-and-commercial = FLUX.2 [klein] 4B (Apache 2.0, ~13GB VRAM, sub-second); [dev] weights = non-commercial license for self-hosted commercial services (paid license tiers exist)", "Matches variant to job: [pro]/[flex] for production quality, [klein] for speed/local, [dev] for research/tinkering, [max] when web-grounded content matters", "Flags that license terms shift — verify at bfl.ai/licensing (verify-quarterly)", "Never claims a variant is free-for-commercial without checking its actual license" ] }, {
