Jaehyung Lee
Project OwnerResponsible for leading the team to produce deliverables; implementing quantum computation; leading daily meetings; main writer for literature review; implementing simulations.
We are a group of researchers from MIT, Wolfram Research, and Cornell aiming to critically evaluate quantum computing's role in AGI, focusing on the OpenCog Hyperon framework. This proposal will systematically assess current quantum technologies, including trapped-ion, superconducting, and photonic systems, and explore theoretical models like topological quantum computing, to delineate realistic potential and limitations for AGI applications. Additionally, we’ll research single and multi-qubit interactions within metagraph-based statistical models to understand their implications for quantum-based AGI processes, coordinating with the Hyperon team on MeTTa interpreter development.
This RFP seeks to critically evaluate the role of quantum computing in advancing Artificial General Intelligence (AGI). The goal is to distinguish between realistic capabilities and hype, providing clear insights into the practical benefits and limitations of quantum computing for AGI architectures, particularly within the OpenCog Hyperon framework. Part of this should involve interacting with the Hyperon team who've built the existing and in-development MeTTa interpreters.
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Conduct a comprehensive literature review of quantum computing architectures. Establish baselines for their performance metrics in AGI applications including coherence times decoherence rates and gate fidelities.
A detailed report summarizing the current state of research performance metrics and identified gaps in the literature concerning AGI applicability.
$15,000 USD
Develop and execute experimental setups for NMR-field quantum computing to evaluate their coherence and entanglement properties. This will involve configuring the NMR system and implementing pulse sequences necessary for qubit manipulation and data collection to assess error correction protocols.
Experimental results and a technical report detailing the findings including data on coherence times and entanglement fidelity relevant to AGI tasks.
$25,000 USD
Collaborate with OpenCog Hyperon’s development team to adapt existing algorithms for quantum compatibility. Focus on integrating quantum-based probabilistic operators within the MeTTa interpreter to support recursive reasoning and dynamic knowledge updates.
A set of modified algorithms and protocols including documentation that outlines the integration process and performance improvements for AGI applications.
$20,000 USD
Implement hybrid quantum-classical simulations to benchmark the three quantum architectures against established AGI computational tasks. This includes measuring the impacts of quantum phenomena on reasoning processes and assessing fault tolerance for theoretical models.
A benchmarking report that includes comparative analyses of the architectures insights into their viability for AGI tasks and recommendations for future research directions.
$15,000 USD
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