Icosa Computing

Excited to share that I'm speaking at QuantMinds International 2024, 18-21 November! Looking forward to discussing #quantfinance with so many professionals and academics. QuantMinds

Join us for the next Quantum Marketplace? event featuring a powerhouse panel of experts from Amazon Web Services (AWS), Icosa Computing, InfinityQ Technology Inc, If and Only If (Iff) Technologies, ORIENTOM, and Strangeworks! They'll dive into the latest advancements in quantum software and answer your questions during the interactive Q&A session! Don’t miss this chance to engage with industry leaders and expand your knowledge in the cutting-edge world of quantum technology. Sign up now to be part of the conversation: https://lnkd.in/gzgiuQJ2 cc: Aurélie Hélouis, Sebastian Hassinger, Alfred Bang, Mert Esencan, William Hurley, Samarth Sandeep, Mark Wippich

Icosa Computing has just released its first academic paper in collaboration with NASA - National Aeronautics and Space Administration, USRA , and Hewlett Packard Enterprise. ?? ???? ? Their research highlights a significant advancement in Large Language Models (LLMs). While it's well-known that the choice of prompting techniques can greatly impact LLM performance across various tasks, the most effective techniques typically require human-crafted prompts tailored to specific tasks. ?? Introducing Combinatorial Reasoning (CR): Icosa Computing's innovative framework for fully-automated prompting. CR samples reasons from an LLM pipeline and transforms them into a Quadratic Unconstrained Binary Optimization (QUBO) problem, optimizing prompt selection and enhancing performance without the need for manual intervention. PS. I included the figure below because it's cool. ?? For more details, please find Mert Esencan or the Icosa Computing team. ?? ?? https://lnkd.in/dgD2krA6 #CombinatorialReasoning #LLM #IcosaComputing

Our portfolio company, Icosa Computing, has just released its first academic paper in collaboration with NASA - National Aeronautics and Space Administration, USRA, and Hewlett Packard Enterprise. This groundbreaking work introduces Combinatorial Reasoning, an advanced optimization pipeline designed to enhance the reasoning capabilities of Large Language Models (LLMs). Congratulations to Mert Esencan and the entire Icosa Computing Team. ?? ?? https://lnkd.in/dnbBE-v4

Can Generative AI systems reason? In collaboration with NASA - National Aeronautics and Space Administration, USRA and Hewlett Packard Enterprise, we just released our first academic paper at Icosa Computing to answer that question. Here we describe Combinatorial Reasoning, an optimization pipeline to investigate and improve how Large Language Models (LLMs) do reasoning tasks. Special thanks to Davide Venturelli, Aaron Lott, Ata Akbari Asanjan, and Masoud Mohseni.

Large Language Models (LLMs), like ChatGPT, cannot do reasoning like humans. At Icosa Computing, we created Combinatorial Reasoning: Inducing Human-Like reasoning in LLM pipelines with Combinatorial Optimization. Presented for the first time at the International Workshop on Ising Machines in Messina. Check out our whitepaper with Fujitsu at our website:?https://lnkd.in/dqM62nSS

What an honor to present at a traditional Noh theater in Tokyo. Thank you for the opportunity THE FINTECH CENTER of TOKYO, FINOLAB(フィノラボ), Makoto Shibata, Microsoft, GitHub, Mastercard, and many others. Video: https://lnkd.in/dB9kfeJj

As the article mentions my conversation with Lisa Rooth from SCALINQ, I think being in conversation with startups facing similar challenges is necessary for an early stage company - this might even more important than investors, advisors, etc. That's why programs like Duality Accelerator are crucial.

Ending the year strong with our amazing partners. If you haven’t already, check out our whitepaper released on the NEC Corporation website! https://lnkd.in/eQqmE_GS Thanks to our colleagues Deepak Pathania, Gursimranjit Singh, Raghunandan Mathur, and Amano Yoshihiko from NEC, and our team members Can Unlu, Tarun Advaith, Conner Fong, and Alan Ho. FYI - We will be in Tokyo in March with exciting announcements…

We had an incredible time at the Chicago Quantum Summit 2023, engaging with both academic and industry leaders. It was a delight to be part of insightful discussions on company growth during the panel, alongside fellow startup enthusiasts?Mert Esencan,?Sean Sullivan, and?Yoann Jestin. Kudos to the insightful moderation by?Alexander Keesling??? The event showcased the collective enthusiasm and interest in the transformative work we are all doing. Connecting with peers provided valuable insights and reinforced the strength within the community. It's fascinating to witness a shared understanding of the bottlenecks our solutions aim to unravel, indicating the relevance and impact of our work in the quantum space. Looking forward to more collaborations and the continued exchange of ideas within this dynamic quantum ecosystem. Thanks to?Chicago Quantum Exchange! #QuantumTechnology?#QuantumComputing?#ChicagoQuantumExchange?#ChicagoQuantumSummit?#InnovationJourney?Lisa Rooth