Neural Chronicles: Blog

Thoughts on engineering, AI, and building useful things.

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Agentic AI Research on HN: A Curated Collection of Discussions

Agentic AI Research on HN: A Curated Collection of Discussions

Aug 12, 2025
Article AI Research Agents

A curated collection of the most insightful Hacker News discussions about agentic AI, exploring infrastructure, funding, practical applications, and future directions in the rapidly evolving field of autonomous AI systems.

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

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

Feb 15, 2025
Article AI Machine Learning Evolution

Dive into the fascinating world of self-evolving AI agents—systems that can adapt, improve, and redesign their own learning mechanisms. Explore meta-learning, neuroevolution, and the future of autonomous AI systems.

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Serverless Databases: The Essential Guide for Modern Cloud Apps

Serverless Databases: The Essential Guide for Modern Cloud Apps

Mar 25, 2025
Article Cloud Databases Serverless

A comprehensive guide to serverless databases including PlanetScale, Neon, Supabase, Fauna, Xata, and more. Learn about features, best practices, and how to choose the right solution for your cloud applications.

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My AI-Powered Coding Workflow: From Design to Deployment

My AI-Powered Coding Workflow: From Design to Deployment

Mar 20, 2025
Article AI Development Workflow

A detailed look at how I leverage AI tools like GPT-4o, GPT-4.1, Claude 4 Sonnet, Gemini 2.5 Pro, o3, and vzero.dev to streamline my development process from architecture design to UI prototyping and full-stack coding.

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Inside the Black Box: How LLMs Process Text

Inside the Black Box: How LLMs Process Text

Mar 15, 2025
Article AI LLM NLP

A visual exploration of how large language models tokenize, process, and generate text, demystifying the inner workings of modern AI systems.

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

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

Mar 5, 2025
Article AI Benchmarks AI Evaluation

A critical examination of AI benchmarks like BIG-Bench Extra Hard (BBEH) and why we should be cautious about interpreting benchmark results as indicators of true AI capabilities.

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LLM Landscape 2025: Intelligence Leaderboard and Model Guide

LLM Landscape 2025: Intelligence Leaderboard and Model Guide

Jan 20, 2025
Article AI LLM Rankings

A comprehensive analysis of the top 15 AI language models based on the Artificial Analysis leaderboard, featuring intelligence scores, context windows, pricing, and performance metrics for Grok-4, Gemini 2.5 Pro, Claude 3.7 Sonnet, o3, DeepSeek-R1, and more.

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Fractional Indexing Algorithm

Fractional Indexing Algorithm

Jan 2, 2025
Presentation Algorithms Data Structures

A deep dive into the Fractional Indexing algorithm, exploring its implementation and practical applications in modern software systems...

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The Natural Synergy Between The Actor Pattern and Agentic AI Systems

The Natural Synergy Between The Actor Pattern and Agentic AI Systems

Jan 17, 2025
Article Architecture AI Concurrency

Exploring the architectural alignment between the Actor pattern and autonomous AI systems...

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AI Research Agents Machine Learning Evolution Cloud Databases Serverless Development Workflow LLM NLP Benchmarks AI Evaluation Rankings Algorithms Data Structures Architecture Concurrency