hrushikesh@site:~$ whoami
I build production AI systems. This is where I reconstruct the theory behind them, test claims about coding agents and migrations, and publish the derivations, experiments, and failures.
hrushikesh@site:~$ ls
hrushikesh@site:~$ essays --claims
claim: Turing did not give us a universal leaderboard for intelligence. He replaced an underspecified metaphysical question with an operational experiment — modern debates about whether LLMs think or reason are therefore largely debates about constructs, protocols, judges, and alternative explanations.
claim: The interesting unit in Bun's rewrite is not the model call. It is the closed-loop migration system: a porting specification, an externalized lifetime analysis, task sharding, compiler feedback, a language-independent test oracle, adversarial review, and continuous human supervision.
claim: "Graphs understand repositories" and "grep is enough" are both underspecified claims. A representation is useful only if it helps a system retrieve change-relevant context more accurately or cheaply under a fixed budget.
claim: Backpropagation is not a mysterious brain-inspired learning rule. It is an efficient application of the chain rule to a composed computation. The conceptual path from a perceptron to a multilayer network is a path from linear decision geometry to differentiable representation learning.
hrushikesh@site:~$