Neural Chronicles in 2026

Where Asimov's futuristic visions and my learning journey inspire thoughts on real-world engineering and AI — told from the perspective of a startup CTO and cofounder on a mission to build something useful.

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Blog post thumbnail about Hypura local inference
Mar 24, 2026

Local Inference Without RAM Limits: How Hypura Streams 70B Models from NVMe

Article AI Local Inference Tools

Hypura is a model-architecture-aware paging layer that makes 70B models runnable on Macs with limited RAM by streaming tensors from NVMe...

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Blog post thumbnail about computational limits of LLMs
Jan 24, 2026

Is Your AI Hitting a Mathematical Speed Limit?

Article AI Computer Science Research

New research reveals that some AI hallucinations aren't random glitches—they're mathematically unavoidable. Learn about computational complexity limits...

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Blog post thumbnail about LLM Landscape
Jan 5, 2026 Updated

LLM Landscape 2026: Intelligence Leaderboard and Model Guide

Article AI LLM Rankings

A comprehensive analysis of the top AI language models in 2026 with intelligence scores, context windows, and pricing...

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Blog post thumbnail about AI coding workflow
Jan 16, 2026 Updated

My AI-Powered Coding Workflow: From Design to Deployment

Article AI Development Workflow

How I leverage GPT 5.1, Composer 1, Claude Sonnet 4.5, and vzero.dev to streamline my development process...

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Blog post thumbnail about LLM tokenization
Mar 15, 2025

Inside the Black Box: How LLMs Process Text

Article AI LLM NLP

A visual exploration of how large language models tokenize, process, and generate text

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Blog post thumbnail about agentic AI research
Aug 12, 2025

Agentic AI Research on HN: A Curated Collection of Discussions

Article AI Research Agents

A curated collection of the most insightful Hacker News discussions about agentic AI, infrastructure, funding, and future directions...

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Blog post thumbnail about self-evolving AI agents
Feb 15, 2025

Beyond Pre-Training: Exploring Self-Evolving Agents in AI

Article AI Machine Learning Evolution

Dive into meta-learning, neuroevolution, and AI systems that can adapt and redesign their own learning mechanisms...

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Blog post thumbnail about AI benchmarks
Mar 5, 2025

When Benchmarks Mislead: Why We Must Handle AI Scores With Care

Article AI Benchmarks AI Evaluation

A critical look at AI benchmarks like BIG-Bench Extra Hard and why benchmark scores should be interpreted with caution...

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Interactive Neural Network Playground

Explore how AI models process information through interactive visualizations

Startup Advice

Practical guidance for building and scaling startups, drawn from real-world experience as a CTO and cofounder.

MVP Guidance for Startups

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Strategic Slicing Open-Source Tools Metrics

From strategic slicing patterns to measuring success metrics. Your comprehensive guide to building, testing, and launching successful minimum viable products.

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AI-Powered Development

Workflow Guide
GPT-4o Claude Productivity

How I leverage GPT-4o, Claude, Gemini, and vzero.dev to streamline my development process from design to deployment.

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