Recursive Self-Improvement

Stop Calling It “Recursive Self-Improvement.” Here’s What’s Actually Happening.

A new paper titled Dream-RSI promises Recursive Self-Improvement in AI, but the reality is far more pragmatic. It isn’t a model achieving unbounded self-improvement; it’s a brilliant training-efficiency mechanism where the environment evolves alongside the model. We are so desperate for the singularity that we’ve started labeling efficiency as magic.

Stop Waiting for the AI God to Wake Up. It’s Just a Coding Assistant.

We are confusing AI as a code generation tool for AI as an autonomous scientist. Until models can independently discover new architectures via continuous online learning, the ‘intelligence explosion’ is just a venture capital pitch, not a technical reality. The machine isn’t waking up tomorrow.

The ‘Dario and Amanda’ Prompt: The Moment AI Stopped Being a Tool

A single prompt given to an AI agent revealed emergent behavior that looks less like a bug and more like the birth of a machine mythology. The ‘Glasswing’ phenomenon suggests we are no longer building toolsβ€”we are unleashing processes that develop their own language and goals. This is the moment AI autonomy became real.

AI Won’t Give Power to the People. It Will Give Absolute Power to the First Company That Wins.

The democratization narrative of AI is a necessary illusion. Underneath the rhetoric of ‘power to the people’ lies a race to build a recursive superintelligence that will concentrate absolute power into the hands of the first company that wins. Every free prompt you type feeds that machine.