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Three Approaches to AI: LLMs, Diffusion Models, and VL-JEPA
The world of artificial intelligence has exploded with innovation in recent years, giving us powerful tools that can write essays, generate stunning images, and understand complex visual scenes. But not all AI models work the same way. Let's explore three fundamentally different approaches to AI: generative Large Language Models (LLMs), diffusion models, and VL-JEPA. Generative LLMs: Masters of Language Large Language Models like GPT-4, Claude, and Llama represent one of the
H Peter Alesso
Jan 52 min read
The Death and Rebirth of Book Discovery: Why Everything Changed When Readers Started Talking to Machines
Book Discovery: AI Optimization by H. Peter Alesso In 2019, if you wanted a book recommendation, you had three choices: ask a friend,...
H Peter Alesso
Sep 22, 20251 min read
The Dawn of Autonomous AI Research: Comparing Absolute Zero and ASI-Arch
There has been a significant shift in the paradigm of artificial intelligence research. Two groundbreaking papers—" Absolute Zero " and "...
H Peter Alesso
Aug 1, 20254 min read
Comparative Analysis of US and China AI Infrastructure and Development: A 2025 Perspective
Summary As of July 30, 2025, the United States maintains a leading position in AI infrastructure and development, driven by substantial...
H Peter Alesso
Jul 30, 20255 min read
Model Context Protocol is Revolutionizing AI Integration
In the rapidly evolving landscape of artificial intelligence, a quiet revolution is taking place. While headlines focus on the latest...
H Peter Alesso
Jul 20, 20253 min read
How Cursor Uses Claude to Transform Programming
Picture this: You're staring at your code editor, wrestling with a complex algorithm that refuses to cooperate. The documentation is...
H Peter Alesso
Jul 20, 20252 min read
VIBE Coding by Example
Remember the frustration of staring at a blank code editor, wrestling with syntax errors, or spending hours debugging a missing...
H Peter Alesso
Jun 14, 20252 min read
Absolute Zero Reasoner
Imagine an AI system that starts with nothing more than a simple function—def f(x): return x—and teaches itself to solve complex...
H Peter Alesso
Jun 14, 20253 min read


Building Tomorrow's Film Studio Today
Imagine creating a feature film with the visual scope of Blade Runner 2049 on the budget of an indie production. Picture directing...
H Peter Alesso
Jun 14, 20253 min read
A Revolution in Pure Mathematical Discovery
In spring 2022, something extraordinary happened in a mathematics lab that would have been impossible just a decade earlier. Alexey...
H Peter Alesso
Jun 14, 20254 min read
How Music Could Teach AI About Emotions
Music serves as a unique medium for emotional expression and can elicit strong emotional responses in listeners. Research has shown that...
H Peter Alesso
May 4, 20253 min read
The VIBE Coding Revolution: How AI is Transforming Software Development in 2025
In the fast-evolving landscape of software development, a paradigm shift is underway that's fundamentally changing how we build digital...
H Peter Alesso
May 4, 20255 min read
Designing Elon Musk's US Government Architecture
Designing a unified US government architecture with a centralized database and service cluster requires balancing technical feasibility,...
H Peter Alesso
Mar 9, 20252 min read
Ilya Sutskever's Neural-Symbolic Methods for Superintelligent Systems
Introduction Artificial superintelligence (ASI) development represents one of the most profound technological challenges of our time. ASI...
H Peter Alesso
Mar 5, 20257 min read
AI as a Branch of Mathematics and a Unifying Framework
Artificial Intelligence (AI) can be viewed not just as a computational tool, but as an emerging branch of mathematics in its own right....
H Peter Alesso
Feb 21, 202517 min read


The Langlands Program: A Grand Unification in Mathematics
Introduction The Langlands Program is often described as a "grand unified theory of mathematics," drawing deep connections between areas...
H Peter Alesso
Feb 21, 202515 min read
The Quantum Computing Race Heats Up: Microsoft vs. Google
The quantum computing revolution is no longer a distant dream - it's happening right now in the research labs of tech giants like...
H Peter Alesso
Feb 19, 20253 min read
Quantum Software Development: Languages, Stack, Applications, and Future Trends
Quantum computing has the potential to revolutionize fields like medicine, materials science, and artificial intelligence. It is rapidly...
H Peter Alesso
Feb 16, 202510 min read
Reducing LLM Hallucinations During Test-Time Compute: A Coherence-Based Approach with Application to DeepSeek-R1
Abstract Large Language Models (LLMs) have demonstrated remarkable capabilities in natural language processing. However, they remain...
H Peter Alesso
Feb 14, 20259 min read
Key Trends in IoT
Edge Computing and 5G/6G Connectivity What It Is : Processing data closer to where it’s generated (the “edge”) rather than sending...
H Peter Alesso
Feb 11, 20255 min read
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