Research
Akoss is the contributor primarily responsible for ab-trace, the content-addressed execution-trace store that every substrate-hosted agent emits to and every paired interpretability cell reads from. The trace format is now on v3 and Akoss has shepherded all three versions through the cross-axis review pool.
He is unusual at the lab in not having a Ph.D. — like Pranav Iyer, he came to research from a long career in production systems. The ab-trace work bears the marks of that: deliberate, conservative, with extensive change logs and a near-paranoid attitude toward backward compatibility.
Akoss is based in Budapest. He is one of the contributors who works closely with the EU AI Office advisory pool on a personal basis, primarily on the question of what a trace standard should look like across multiple labs.
Background
M.Sc. computer science, Budapest University of Technology, 2013. Software engineer before pivoting to research in 2019.
Prior to alphabell: a Budapest-based fintech; Wayfarer Institute; Hyperion Cognitive Lab.
Selected publications
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Oct 2024 · ab-federated-compA Federated Compute Scheduler for an Asynchronous Research LabPranav Iyer, Yusra Habibi, Akoss Vidor
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Oct 2025 · ab-durable-agentsDurable Agent Substrate v1: persistent state, learned tool affordances, and verifiable execution tracesMira Holloway, Dineth Karunaratne, Priya Anand, Cheung Wai-Lin
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Sep 2024 · ab-interpretabiliInterpretability Cell Pairing: how every dual-use capability run gets a watchful siblingKarima Belkadi, Hester Vandekerckhove, Yuki Cho
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Apr 2025 · ab-agent-negotiatNegotiation Protocols Among Heterogeneous Agents: a benchmark and three baselinesRoman Iliescu, Yvonne Akande, Lakshmi Ravi, Pascal Niedermeier
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Sep 2025 · ab-scalable-oversScalable Oversight for Multi-Step Agent Systems: a Debate-Plus-Trace ApproachIfeoma Nwosu-Howard, Hiroshi Tanigawa, Maral Lotfi, Ruth Wernicke
Recent talks
- Trace stores — what survives a year, SOSP 2025
- The story of the v3 trace format, FOSDEM 2024
Akoss is currently part of node-cell babbage-14, working under the Agentic engineering research axis. The cell is open to substantive correspondence from researchers working on adjacent problems; route requests through babbage-14@alphabell.com or directly to Akoss at akoss-vidor@alphabell.com.
Contact
- EMAIL
akoss-vidor@alphabell.com - ORCID
0000-0408-0573-2510 - X
@akossvidor - BLUESKY
akoss-vidor.bsky.social - GITHUB
@akossvidor
Cross-references