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Research2026-03-23 · source-backed
In a March 23 analysis, Karpathy argues human researchers are now the rate-limiting constraint in any AI domain with a clear scalar metric. His autonomous agent ran 700 experiments over two days, found 20 optimizations, and delivered an 11% training speedup he'd missed after months of manual tuning. Key quote: "You can't be there to prompt the next thing."
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autoresearch built by Karpathy / Shared entity: Karpathy / Shared topic / Earlier coverage
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Shared entity: Karpathy / Shared topic / Earlier coverage
Both cover Karpathy; overlapping topics (agent, autonomou, autoresearch, days, experiment); earlier Karpathy coverage from 2026-03-18.
autoresearch built by Karpathy / Shared entity: Karpathy / Shared topic / Earlier coverage
Linked by a graph relationship (autoresearch built by Karpathy); both cover Karpathy; overlapping topics (autoresearch, karpathy).
Shared entity: Experiments / Shared topic / Earlier coverage
Both cover Experiments; overlapping topics (autonomou, autoresearch, days, experiment, karpathy); earlier Experiments coverage from 2026-03-17.
Shared entity: Karpathy / Shared topic / Earlier coverage
Both cover Karpathy; overlapping topics (agent, autonomou, autoresearch, experiment, karpathy); earlier Karpathy coverage from 2026-03-10.
Shared entity: Karpathy / Shared topic / What happened next
Both cover Karpathy; overlapping topics (agent, bottleneck, human, karpathy); picks up the Karpathy thread on 2026-06-19.
LLM Wiki built by Karpathy / Shared entity: Karpathy / What happened next
Linked by a graph relationship (LLM Wiki built by Karpathy); both cover Karpathy; picks up the Karpathy thread on 2026-04-30.
autoresearch built by Karpathy / Shared topic
Linked by a graph relationship (autoresearch built by Karpathy); overlapping topics (agent, autoresearch, experiment, karpathy).