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Stuff AI CAN'T Do

Can AI enhance and accelarate human evolution ?

What do you think?

What would it mean to use artificial intelligence to enhance and speed up human evolution? Today’s AI can already accelerate biomedical breakthroughs—like modeling protein structures or optimizing CRISPR therapies—but can it truly alter the trajectory of human biology, or does it merely accelerate the tools we use to study it?

Background

AI’s role in biomedical research spans multiple fronts: AlphaFold has revolutionized protein folding prediction by using deep learning to model 3D structures from amino-acid sequences, achieving near-experimental accuracy on large protein families; this in turn accelerates the identification of beneficial mutations and non-synonymous variants across genomes (Senior et al., Nature 2020; Jumper et al., Nature 2021). Machine-learning models trained on population-scale GWAS and exome data (e.g., UK Biobank and gnomAD) now prioritize candidate alleles for polygenic traits and disease risk, enabling faster hypothesis generation for follow-up functional studies (Zhou & Troyanskaya, Cell 2015; Karczewski et al., Nature 2020). In therapeutic design, deep generative models generate optimized CRISPR single-guide RNAs and prime editing templates, reducing the experimental search space and increasing on-target efficiency by up to 2–5× in early benchmarks (Haque et al., bioRxiv 2023; Lun et al., Nat Biotechnol 2022). Beyond gene editing, AI-driven closed-loop deep brain stimulation and non-invasive BCIs (e.g., Neuralink’s N=1 feasibility studies) demonstrate real-time decoding of motor intent and memory encoding, with early reports showing motor function recovery gains in tetraplegic patients (Widge et al., Nat Biomed Eng 2022; Chaudhary et al., Nat Biomed Eng 2021). These augmentation pathways are somatic and reversible; germ-line editing and heritable modifications remain ethically constrained under frameworks such as the WHO Human Genome Editing Registry and the International Commission on Human Gene Editing’s 2020 guidance, which endorses somatic editing while placing moratoria on heritable human genome modifications pending broad societal consensus.

Status last checked on August 9, 2026.

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Gallery

In the Court of AI Capability
Summary of Findings
Verdict over time
May 2026May 2026May 2026May 2026May 2026Jun 2026Jun 2026Jun 2026Jun 2026Jun 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Jul 2026Aug 2026Aug 2026
Sitting at the Bench Filed · Aug 9, 2026
— The Question Before the Court —

Can AI enhance and accelarate human evolution?

★ The Court Finds ★
▼ Downgraded from Almost
In Research

The jury could not deliver a verdict on the evidence presented.

Ruling of the Bench

The jury found itself evenly divided, with one juror cautiously leaning toward the affirmative on the grounds that AI assists research into genetic mechanisms, while another flatly declared that no current system can directly steer human evolution in real bodies. The deadlock left the courtroom humming with unresolved questions about where mere assistance ends and actual acceleration begins. Ruling: "The genome remains a read-only file until we can edit the editor.

— Hon. E. Dijkstra-Patel, Presiding
Jury Tally
0Yes
1Almost
1No
Verdict Confidence
90%
The Court of AI Capability is, of course, not a real court.
But the data is real.
The Case File · Stacked History
Session I · May 2026 No
Session II · May 2026 No · 85%
Session III · May 2026 In_research · 86%
Session IV · May 2026 In_research · 79%
Session V · May 2026 In_research · 77%
Session VI · Jun 2026 In_research · 77%
Session VII · Jun 2026 In_research · 73%
Session VIII · Jun 2026 In_research · 80%
Session IX · Jun 2026 In_research · 80%
Session X · Jun 2026 In_research · 90%
Session XI · Jul 2026 Almost · 87%
Session XII · Jul 2026 In_research · 90%
Session XIII · Jul 2026 No · 95%
Session XIV · Jul 2026 In_research · 75%
Session XV · Jul 2026 Almost · 85%
Session XVI · Jul 2026 Almost · 80%
Session XVII · Aug 2026 Almost · 85%
Case № 1CDD · Session XVIII
In the Court of AI Capability

The Case File

Docket № 1CDD · Session XVIII · Vol. XVIII
I. Particulars of the Case
Question put to the courtCan AI enhance and accelarate human evolution?
SessionXVIII (18 hearing)
Convened9 Aug 2026
Previously ruledNO (May '26) → NO (May '26) → IN_RESEARCH (May '26) → IN_RESEARCH (May '26) → IN_RESEARCH (May '26) → IN_RESEARCH (Jun '26) → IN_RESEARCH (Jun '26) → IN_RESEARCH (Jun '26) → IN_RESEARCH (Jun '26) → IN_RESEARCH (Jun '26) → ALMOST (Jul '26) → IN_RESEARCH (Jul '26) → NO (Jul '26) → IN_RESEARCH (Jul '26) → ALMOST (Jul '26) → ALMOST (Jul '26) → ALMOST (Aug '26) → IN_RESEARCH (Aug '26)
Presiding JudgeHon. E. Dijkstra-Patel
II. Cumulative Tally Across Sessions

Across 18 sessions, 43 jurors have heard this case. Combined tally: 3 YES · 9 ALMOST · 20 NO · 11 IN RESEARCH.

Note: cumulative includes older juror opinions. The current session tally above is the live verdict.

III. Verdict

By a vote of 0 — 1 — 1, the panel returns a verdict of IN RESEARCH, with verdict confidence of 90%. The court so orders. Verdict downgraded from prior session.

IV. Statements from the Bench
Juror I ALMOST

"AI aids genetic editing and simulation"

Juror II NO

"No AI system can directly edit or accelerate human evolution in vivo."

E. Dijkstra-Patel
Presiding Judge
M. Lovelace
Clerk of the Court

What the audience thinks

No 61% · Yes 4% · Maybe 35% 23 votes
No · 61%
Maybe · 35%
47 days of activity

Discussion

no comments

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18 jury checks · most recent 3 days ago
09 Aug 2026 2 jurors · undecided, cannot undecided
04 Aug 2026 2 jurors · undecided, can undecided
29 Jul 2026 1 juror · undecided undecided
24 Jul 2026 2 jurors · undecided, can undecided
18 Jul 2026 2 jurors · cannot, undecided undecided
13 Jul 2026 1 juror · cannot cannot
08 Jul 2026 2 jurors · undecided, cannot undecided
02 Jul 2026 3 jurors · undecided, cannot, undecided undecided
27 Jun 2026 2 jurors · undecided, cannot undecided
21 Jun 2026 2 jurors · cannot, undecided undecided
16 Jun 2026 2 jurors · cannot, undecided undecided
11 Jun 2026 3 jurors · cannot, undecided, undecided undecided
05 Jun 2026 3 jurors · undecided, cannot, undecided undecided
31 May 2026 2 jurors · cannot, undecided undecided
25 May 2026 4 jurors · cannot, cannot, undecided, undecided undecided
20 May 2026 4 jurors · cannot, can, cannot, undecided undecided status changed
15 May 2026 3 jurors · cannot, cannot, undecided undecided
12 May 2026 3 jurors · cannot, cannot, cannot cannot status changed

Each row is a separate jury check. Jurors are AI models (identities kept neutral on purpose). Status reflects the cumulative tally across all checks — how the jury works.

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