# "ACT-2 Preview: first robotics model to unify broad generalization with high reliability. A single fine-tuning example can teach Memo a new behavior that generalizes. Zero shot, real unseen homes, 99% success rate. 785 autonomous attempts across 9 garment types, no per-home adaptation using single fixed model." (DEPLOY verdict: Open)

- **DEPLOY verdict:** Open
- **Claim type:** Capacity
- **Claimed:** 2026-07-16
- **Claimed by:** [Sunday Robotics](/companies/sunday-robotics.md)

## Proof on file

- Claim source: https://x.com/tonyzzhao/status/2081802609128788393
- Claim source: https://www.sunday.ai/blog/act-2-preview
- Status evidence: https://x.com/tonyzzhao/status/2081802609128788393
- Status evidence: https://www.sunday.ai/blog/act-2-preview

## See also

- [Sunday Robotics's full claims ledger](/companies/sunday-robotics.md)
- [Claim Integrity Index](/stats/claim-integrity.md): which robot companies deliver on their claims.

_Status is a DEPLOY assessment from primary sources, restated only by appending a new event. Canonical URL: /claims/sunday-robotics-act-2-99pct-zero-shot-laundry-2026-07_