This journal chronicles the life of Metamorfon — its developments, its design choices, and the reflections they inspire. It is written at a decidedly irregular pace.
How to Make Two AIs Debate: Orchestrating and Analyzing a Dialogue Between LLMs You've probably seen the scene: two AIs wired to each other, left running, ending up either inventing an incomprehensible jargon or drifting into an endless conversation people watch the way they'd watch a campfire. It's fascinating, and it travels well online. But these demos prove one thing — that two AIs can exchange — without ever showing how...
Say as little as possible The common intuition holds that a good instruction tells the model what to find. Metamorfon rests on the opposite principle: an instruction should say as little as possible about the conclusion it expects. What it prescribes is not a result but a form — axes, an order of examination, a discipline of restitution. The content, it leaves to the debate. The reason is simple. Any instruction that names...
Defining what Metamorfon is by what it is not may seem strange. Yet this is often the path by which the identity of a conceptually distinct tool becomes visible. Five common confusions deserve to be dispelled, because each corresponds to a category of tools from which Metamorfon distinguishes itself by a positive trait that the comparison brings out more clearly than any direct definition could. Not an everyday AI assistant....
Metamorfon integrates ten distinct providers — AI21, Anthropic, DeepSeek, Google, Mistral, Moonshot, OpenAI, Qwen, SpaceXAI, Cohere — where most tools on the market stop at one or two. This choice is not a matter of functional richness or commercial coverage. It follows from a methodological requirement without which Metamorfon would not do what it claims to do. And it carries, more broadly, a certain view of what the...
The name of a software application is rarely self-explanatory. Metamorfon's name is no exception. This name is the sole survivor of a conceptual triad whose other two components disappeared during the design process. This disappearance is not an accident to be concealed, but a design decision whose rationale deserves to be explained, in memory of the ideas that were set aside. Three Modes for Three Gestures Originally,...