Quantum Architectures for Symbolic AGI Reasoning

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Pragadeesh
Project Owner

Quantum Architectures for Symbolic AGI Reasoning

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Overview

This project evaluates four quantum computing architectures—superconducting, photonic, trapped-ion, and topological—for symbolic AGI tasks like reasoning, decision chains, and logic modeling. Using open-source simulators (Qiskit, Cirq, PennyLane, QuTiP), we will simulate AGI-aligned logic gates, benchmark performance, and publish results. The project delivers practical feasibility data, simulation code, and a hybrid quantum-classical model roadmap.

RFP Guidelines

Explore theoretical quantum computing models

Proposal Submission (5 days left)
  • Type SingularityNET RFP
  • Total RFP Funding $100,000 USD
  • Proposals 3
  • Awarded Projects n/a
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SingularityNET
Apr. 14, 2025

This RFP seeks a technical and experimental assessment of quantum computing architectures in AGI applications. Proposals should explore the practicality and limitations of various quantum approaches — including trapped-ion, superconducting, photonic, and topological quantum computing — in handling probabilistic reasoning, parallel processing, and large-scale knowledge representation. The research could include quantum-classical hybrid simulations and feasibility studies for applying quantum advancements to AGI workloads. Bids are expected to range from $20,000 - $100,000.

Proposal Description

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  • Total Milestones

    6

  • Total Budget

    $100,000 USD

  • Last Updated

    8 May 2025

Milestone 1 - Foundational Research & Task Design

Description

Conduct a deep literature review covering the four major quantum computing architectures: superconducting, photonic, trapped-ion, and topological systems. In parallel, define symbolic AGI tasks that align with reasoning models such as logic propagation, tree-based inference, and recursive decision frameworks. Each task will be framed for compatibility with quantum circuit modeling.

Deliverables

Comparative chart of architectures, symbolic AGI task matrix, and an initial integration framework aligning quantum circuit features with symbolic reasoning requirements.

Budget

$12,000 USD

Success Criterion

A finalized technical document mapping symbolic AGI operations to each quantum model, verified with task compatibility justifications and peer-reviewed source references.

Milestone 2 - Simulator Setup & Circuit Implementation

Description

Set up and configure the four selected quantum simulators: Qiskit, Cirq, PennyLane, and QuTiP. Develop initial logic circuits for each model that simulate basic symbolic operations such as AND/OR logic, multi-path propagation, and controlled value flow.

Deliverables

Executable and well-documented base circuits running on each platform, demonstrating symbolic compatibility and readiness for complex task simulation.

Budget

$18,000 USD

Success Criterion

Successful execution of all baseline symbolic circuits on each quantum simulator with logs, screenshots, and performance verification included.

Milestone 3 - Symbolic Task Simulation Phase

Description

Simulate multiple symbolic reasoning tasks, including logic chaining, value propagation, and recursive logic trees, using the implemented circuits. Each task will be run across all architectures and results compared.

Deliverables

Raw simulation data, task-specific outputs, annotated simulation notebooks, and logic accuracy assessments for each test.

Budget

$22,000 USD

Success Criterion

Minimum of three symbolic AGI tasks successfully simulated on each quantum model with over 90% accuracy in logic output.

Milestone 4 - Benchmarking & Comparative Analysis

Description

Benchmark the performance of each quantum model on symbolic tasks. Metrics include execution speed, circuit depth, coherence duration, gate fidelity, and symbolic resolution throughput. Data will be visualized and analyzed comparatively.

Deliverables

Benchmark report with visual graphs, tabular results, and analytic commentary for each quantum model in context of AGI logic tasks.

Budget

$20,000 USD

Success Criterion

Complete benchmark matrix with comparative analysis showing the symbolic suitability of each architecture, highlighting trade-offs and performance advantages.

Milestone 5 - Final Report, Open Source Code Release

Description

Compile all research, benchmarking, and simulation results into a detailed technical report. Prepare a structured GitHub repository with all code, simulators, and documentation, and publish under the MIT license.

Deliverables

Final PDF report, fully open-sourced GitHub repo, README, tutorials, circuit replay guides, and documentation.

Budget

$20,000 USD

Success Criterion

Reproducible public project release, passing internal quality checklist and suitable for future symbolic AGI research by external parties.

Milestone 6 - Contingency, Testing & Outreach Assets

Description

Refine edge cases, handle final test cycles, and develop optional outreach material including walkthrough slides, video overview, or visual project roadmap.

Deliverables

Debug logs, final versioned simulations, visual content (e.g., slides or short demo video), and cleaned public-facing documentation.

Budget

$8,000 USD

Success Criterion

All simulations stable, final repo polished, and visual assets prepared to support wider adoption or educational integration.

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