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Aryan's Blog

Building human-AI co-intelligence at neosapien. Thoughts on computation and consciousness.

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The Programmable Century

A dated forecast for the next hundred years of technology, grounded in the loops that make intelligence, biology, matter, and infrastructure easier to specify, test, and revise.

One-Pointedness Without Blindness

A founder essay written after watching RAFA, on Rafael Nadal, the relief of a single goal, the danger of becoming blind inside it, and why rest is how the path becomes visible again.

Deep AI Projects Beyond Fine-Tuning

A technical catalog of worthwhile AI project directions beyond fine-tuning: runtimes, edge inference, JEPA-style world models, diffusion control, robotics, ambient memory, and agent evals.

Where AI Hardware and Ambient AI Actually Stand in 2026

A field guide to the real state of physical AI: robotics, ambient AI wearables, drones, defence tech, autonomous vehicles, edge compute, and why the next frontier is context plus constrained action.

The AI and ML Stack in 2026, and the Agent Road to 2027

A deeper field guide to the modern AI and ML stack: classical ML, model architectures, post-training, RAG, inference, evals, agent frameworks, MCP, A2A, governance, and where agents are headed by 2027.

Yann LeCun's Bet That Intelligence Starts in the World

A transcript-backed guide to JEPA, world models, V-JEPA 2, and why LeCun thinks reliable agents need to predict consequences before they act.

Buddhism Says No-Self. Advaita Says You Are Brahman.

One tradition says there is no fixed self. Another says your deepest reality is Brahman. They are not saying the same thing, but they may be dismantling the same illusion.

The Founder as Compression Algorithm

A founder’s real job is not having the answers. It is compressing chaos into priorities, narrative, and decisions without lying to the team, the market, or yourself.

Why It's the Decade of Agents, Not the Year

Karpathy's decade-long view on agents, the missing capabilities between demos and real AI employees, and what builders should focus on right now.

What Nobody Tells You About Building

The moment every founder has: you're alone and realize you have no idea if this will work. Not healthy uncertainty—the "holy shit, what have I done" kind. What I've learned about building through uncertainty.

The Higgs Field Could End Everything. Here's How.

Sydney Coleman figured out how to destroy the universe. We're still trying to figure out if he was right. A deep dive into vacuum decay, metastability, and why the universe might not be as stable as we think.

The Warrior-King Philosophy

A founder eventually learns that force is not enough. You need intensity and judgment, standards and stewardship, the warrior and the king, integrated into one self.

Why 90% of Multi-Agent AI Projects Fail in Production

Context chaos kills these systems faster than bad code. The real challenges of building production-ready multi-agent systems.

AI-Powered Wearables: Technical Deep Dive

A comprehensive technical presentation covering hardware architectures, edge AI processing, and next-generation wearable technologies from SoCs to TinyML implementation.