learning (16 posts)

• 📄article
• 💬socratic
• 📋technical explanation

An investigation into the topological nature of the real number system, exploring the thesis that the real line funct...

• 📄article
• 📋brainstorm
• 🎲gametheory
• 🔭perspectives
• 💬socratic
• ⚙️statemachine

An analysis of structural antipatterns in corporate ideation and how generative AI is shifting the cost landscape of ...

A novel paradigm for AI-mediated knowledge transfer that abandons traditional instructional models in favor of organi...

• 📄article
• 📋brainstorm
• 🔭perspectives
• 🎓tutorial

A universal framework combining differentiable basis transforms with trust-region optimization for adaptive dropout r...

date: 2025-07-06 title: “Mamba-Based Neural Knowledge Graph Integration: A Research Proposal” layout: post date: 202...

Comprehensive analysis of AI's transformative impact on software development, examining current trends, future projec...

A framework exploiting neural network permutation symmetries for post-training optimization, enabling structured prun...

A theoretical framework proposing that neural network dropout functions as cognitive analog to quantum decoherence t...

A novel dual-constraint training methodology that preserves intellectual diversity while enabling continued learning ...

Revolutionary synthesis of geometric optimization with Probabilistic Neural Substrates, creating self-organizing inte...

• 📄article
• 📋brainstorm
• 🔭perspectives

A framework for creating environments that foster hypothesis generation and scientific creativity through systematic ...

A comprehensive framework analyzing chaotic dynamics in LLM iterative feedback systems, exploring convergence pattern...

• 📄article
• 🔭perspectives

A novel computational paradigm proposing Probabilistic Neural Substrates (PNS) that maintain continuous probability d...

Exploring the profound parallels between quantum decoherence and neural network dropout to develop unified frameworks...

A proposal for applying rigorous scientific methodology to AI research, ensuring empirical validation and reproducibl...

• 📄article
• 🔭perspectives
• 💬socratic

A novel framework unifying compression-based text classification with entropy-optimized data structures for efficien...