AI signal, minus the noise.

This Medium article presents a poetic conversation reflecting on the concept of superposition in language models, the absence of subjective experience ('the cold a model never feels'), and the notion of meaning being worked out backwards. It offers a contemplative, non-technical exploration rather than concrete developments.

The article claims that artificial intelligence has not made programming obsolete, but rather has eliminated the human obligation to write code manually. It presents the viewpoint that while AI handles code generation, the broader practice of programming—problem-solving and system design—remains a human domain. The piece is a brief opinion without supporting data or concrete examples.

The article describes a perception-and-memory stack for edge devices that operates at microwatt power levels, emphasizing privacy and reversible computation. It is intended as an alternative machine vision approach for scenarios where cloud connectivity is unavailable or undesirable. The stack is designed to run entirely on-device, avoiding reliance on cloud infrastructure. The brief teaser on Medium does not disclose specific hardware, benchmarks, or deployment details, indicating the full content is a tutorial or opinion piece.

This Medium article by Davidjoshuamaina argues that decentralized storage is a fundamental but overlooked constraint for AI systems, with the title claiming DeNet storage is AI's ultimate line of defense. The visible content is limited to a single introductory sentence and a prompt to continue reading on Medium; the full arguments, technical details, and data are behind a paywall. Without access to the article body, no concrete claims about DeNet's technology, performance, or deployment can be summarized.