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PKMemory A Hierarchical, Hyperbolic AI System

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greg.c
Project Owner

PKMemory A Hierarchical, Hyperbolic AI System

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Overview

PKMemory represents a paradigm shift in how AI systems remember and retrieve information. Unlike conventional flat vector stores that treat all memories as equal points in space, PKMemory introduces a hierarchical, non-Euclidean memory architecture that mirrors how human cognition organizes knowledge—from abstract concepts to concrete details. Our system achieves 50% memory reduction compared to industry-standard solutions while maintaining equivalent retrieval accuracy. More importantly, PKMemory introduces capabilities no existing system offers: true hierarchical reasoning, semantic deduplication, and online learning that improves with use.

RFP Guidelines

Open for Proposals

An AI-native Development Environment for...

Ending on:

13 Feb. 2026

Days
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  • Type SingularityNET RFP
  • Total RFP Funding $50,000 USD
  • Proposals 3
  • Awarded Projects n/a

An AI-native Development Environment for the ASI:Chain

Proposal Submission (6 days left)
  • Type SingularityNET RFP
  • Total RFP Funding $50,000 USD
  • Proposals 3
  • Awarded Projects n/a
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SingularityNET
Feb. 4, 2026

This RFP seeks proposals for the development of an AI-native Development Environment (IDE) that improves the efficiency and accessibility of blockchain application development for the ASI:Chain.

Proposal Description

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Proposal Video

Not Avaliable Yet

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  • Total Milestones

    2

  • Total Budget

    $50,000 USD

  • Last Updated

    6 Feb 2026

Milestone 1 - Patient acqasition

Description

This amount is to patient the algorithms so they can only be used by Nous AI for licensing.

Deliverables

Lawyer fee of 4500 to research. 12500 per patient issued. **possibly could be more than one issued.

Budget

$30,000 USD

Success Criterion

This will ensure Nous Ai is the only company can use the algorithms for the system and can be licensed out to companies for use or sold entirely. We would be able to be more open about the algorithms so they may not be copywritten or used without permission and be exclusive to Nous AI.

Milestone 2 - AI Auditing Prototype Development

Description

Auditing the existing system to ensure it is smooth with no lag or errors. Allocated to development resources secure cloud storage and data simulation tools.

Deliverables

Design core AI model for data auditing incorporating machine learning for detecting discrepancies in patient records and compliance checks. Integrate features for real-time anomaly flagging and audit trails.

Budget

$20,000 USD

Success Criterion

Auditing the existing system to ensure it is smooth with no lag or errors. This will show the system's learning and self-correction rate enhanced.

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