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AGI Futures

AGI Futures Forecasts

A layer for frontier judgment. Structuring predictions beyond simple binaries into rich probability distributions to navigate the AGI transition.

Forecast Deep-Dive

Theses & Interactive Discussion

Condition

If autonomous laboratory systems are running closed-loop experiment cycles with under 10% human intervention in at least 20 venture-backed biotech labs by 2030

How much will average preclinical discovery cycle time fall in those labs over the following 5 years?

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