Singularity.kiwi

AI progress, with honesty.

โ† Back to Singularity Countdown
๐ŸŒ… After AGI

Science

AI researchers working 24/7. Discovery accelerates.

200M
Protein structures (AlphaFold)

๐Ÿงฌ Already Happening (Global)

๐Ÿงช
AlphaFold (UK)
200M structures solved
๐Ÿ’Š
Drug Design
Global pharma adoption
โšก
Materials
Batteries, catalysts worldwide

๐Ÿ”ฌ Fields Being Transformed

๐Ÿงฌ Biology & Medicine

Protein folding, drug design, disease mechanisms. Most advanced AI application.

โš—๏ธ Chemistry

Reaction prediction, synthesis planning, materials discovery.

๐Ÿ”ญ Physics

Particle physics analysis, cosmological modeling, quantum computing.

๐ŸŒ Climate

Better models, faster simulations, geoengineering optimization.

๐Ÿ’ป CS Research

AI improving AI. Self-optimizing systems, novel architectures.

๐Ÿง  Neuroscience

Brain mapping, consciousness research, neural interfaces.

๐Ÿ“… Timeline

2025AI assistants โ€” Every lab uses AI for literature, design, analysis
2026Autonomous studies โ€” AI runs own experiments with minimal oversight
2027Month-long projects โ€” AI completes full research programs
2028+Breakthrough cascade โ€” AI discoveries enable more discoveries

โš ๏ธ The Risks

Dual-Use

AI could design pathogens, weapons, surveillance. Guardrails needed.

Reproducibility

AI papers flood journals. Human verification can't keep up.

Black Box

AI finds patterns but humans may not understand why.

Job Loss

Grad students, postdocs โ€” AI does literature review, design, analysis.

๐Ÿ’ก What It Means

Diseases cured faster โ€” Cancer, Alzheimer's timeline compresses
Climate solutions โ€” Better batteries, carbon capture, fusion
Space exploration โ€” AI designs propulsion, maps planets
Human enhancement โ€” Gene therapy, longevity research

๐Ÿค– The AI Scientist

Imagine a researcher who never sleeps, has read every paper ever published, runs experiments in simulation 1000x faster than real time, generates hypotheses 24/7, and writes up results in perfect prose.

That's not future speculation. Early versions exist now. By 2027, they'll run entire research programs.

"When AI runs experiments faster than humans can read about them, we enter a new era."

Updated Mar 2026

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