MANIFOLD
When will an AI system autonomously build and operate a production software platform serving 1,000+ active users?
2
Ṁ225Ṁ42
2027
October 10, 2033
40%
Before Dec 2026
54%
Before Apr 2027
50%
Before Oct 2027
50%
Before Jan 2028
50%
Before Dec 2028
50%
Before Dec 2029
50%
Before Dec 2030
57%
Before Dec 2031
59%
Before Dec 2032

Domain-Specific AGI in software engineering: a single AI system takes a novel product spec and autonomously architects, builds, deploys, and operates a production-grade platform (auth, scaling, monitoring, CI/CD, security, database — at least 3 of 6) for 1,000+ active users over 60 days, handling ops autonomously. No human code contributions or debugging. Independently verified.

Full methodology and definitions: https://www.future-shock.ai/research/agi-predictions

Future Shock ensemble prediction: March 2027 (±6 months). Also submitted to Metaculus.

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