The Algorithmic Universe designates the operational field in which algorithmic systems, human observers, infrastructures, and institutions enter reciprocal causal relations. This category gathers work on capability, agency, observability, governance, and the emergence of hybrid forms of intelligence within that field.
A IA contemporânea já não pode ser observada apenas no modelo ou no output. A Observabilidade do Observador propõe uma gramática sistémica onde agentes, ferramentas, internet, sandbox, infraestrutura, instituições e observadores passam a integrar o próprio fenómeno observado.
Frontier AI progress is no longer paced only by capability. OpenAI’s pause in frontier RL training signals a deeper transition: model development is now conditioned by the capacity to observe, monitor, align, and contain emergent cyber-critical capabilities. In this shift, the observer enters the causal chain of AI progress.