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Replication reports
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- August 29, 2026Revised September 16, 202617 min readEssayComputePlatformAIMethods
Aligning Artificial Intelligence with Humanity: Problem Structure, Current Approaches, and Open Problems
The alignment problem asks whether advanced artificial intelligence systems can be made to reliably pursue objectives compatible with human values and intentions, and to continue doing so as their capabilities scale beyond the capacity of humans to directly supervise them. This p…
Oleksii Vergunenko - August 29, 2026Revised September 16, 202626 min readEssayComputeBioTechPlatformAIMethods
The Verification Oracle Determines the Ceiling: Why Artificial Intelligence Advances Unevenly Across Mathematics, Physics, and Biology
Between mid-2025 and mid-2026, artificial intelligence systems moved from competition-level performance to contributions at the research frontier in mathematics, while in physics and biology the same underlying models were deployed largely as surrogates, controllers, and hypothes…
Oleksii Vergunenko