Unsupervised Tesla FSD Is Closer Than You Think - Here’s Why
Overall Thesis
Unsupervised FSD will roll out to retail Tesla owners in geofenced areas (starting Austin) by end of 2025, mirroring what Tesla has already proven with safety-monitor robotaxi rides. The mechanism is simulation-driven local-area training plus the existing camera+neural-net stack; once unmanned robotaxi safety is demonstrated in a region, retail unsupervised follows. This compounds with #21 (per-share value) by adding clear FSD product demand uplift.
Narratives
Unsupervised FSD for retail Tesla owners is closer than the consensus thinks. Tesla's robotaxi program in Austin runs on a more advanced FSD build than the public release — likely thanks to extensive simulation training using LIDAR-mapped streets — and once unmanned robotaxis prove out safely in a region, retail unsupervised follows in that same geofenced area. The Q2 earnings call already telegraphed this for end-2025.
Key Arguments
- Tesla's robotaxi FSD is materially better than v13.2.9 retail FSD; Dave attributes this to localized simulation training (LIDAR-captured streets fed into Tesla's simulator, hundreds of millions of synthetic rides per region)
- Elon stated on the Q2 earnings call that unsupervised FSD in some US regions is the year-end goal
- Path: safety-monitored robotaxi → unmanned robotaxi → retail unsupervised in the same geofenced area
- Even without regulatory approval, Tesla can collapse nags/monitoring to an effectively unsupervised UX
- Demand-side flywheel: family members of Dave actually purchased Teslas because FSD got 'good enough'
Predictions (1)
Hedges & Caveats
- May be conditional on regulatory approval, but Dave thinks Tesla can reduce nags so much it 'feels like' unsupervised even without it
- Driver may still need to remain in driver's seat initially