Roman Leventov's profile photo

Roman Leventov

Bali, Indonesia

An independent researcher of AI, hybrid intelligence, AI safety, and AI impacts. [email protected] for contact. https://t.co/pIgoGMT6tb…

Articles

  • 1 week ago | engineeringideas.substack.com | Roman Leventov

    I believe that the most important factor in whether our AI future goes broadly well or poorly is whether people quickly develop effective AI-ready (and AI-enabled) institutions and networks. In that, I agree with the recent Séb Krier's essay "Maintaining agency and control in an age of accelerated intelligence".

  • Jan 7, 2025 | engineeringideas.substack.com | Roman Leventov

    Everyone is talking about AI agent architectures, frameworks, and protocols at the moment. Let me apply John Doyle’s architecture theory lens to this topic, as well as Micah Beck’s hourglass model (2019). In this first post in this series, I present the key ideas from the architecture theory and the hourglass model. In the next post, I will apply these ideas in the domain AI agents. The two core concepts in John Doyle’s architecture theory are levels and layers.

  • Oct 12, 2024 | lesswrong.com | Roman Leventov

    Cross-posted from my blog. This post is a reply to Eugene Kirpichov's post on Linkedin.

  • Oct 12, 2024 | engineeringideas.substack.com | Roman Leventov

    This post is a reply to Eugene Kirpichov's post on Linkedin.

  • Sep 6, 2024 | engineeringideas.substack.com | Roman Leventov

    This article is the ultimate one in the five-piece series:1. “The future of OLAP table storage is not Iceberg” argues for why object storage-based open table formats: Apache Iceberg, Apache Hudi, and Delta Lake, although they may completely cover all analytical querying needs for some data teams, impose several significant limitations and inefficiencies for some OLAP use cases, and therefore shouldn’t be trumpeted as the “future” of columnar table storage. 2.

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Roman Leventov
Roman Leventov @leventov
17 Jun 25

RT @StephenLCasper: 🚨New paper led by @aribak02 Lots of prior research has assumed that LLMs have stable preferences, align with coherent…

Roman Leventov
Roman Leventov @leventov
31 May 25

RT @JasonObermaier: Building AI that's truly complementary instead of replacing humans is a great (if tractable?) agenda. Both for research…

Roman Leventov
Roman Leventov @leventov
30 May 25

RT @HumanHarlan: AI company CEOs love to say that it would be simply impossible for them to stop developing frontier AI, but they rarely go…