A new ICLR 2025 paper just caught my attention, it shows that fine-tuned LLMs can describe their own behavioural bias without ever being trained to do so. That’s behavioural self-awareness, the model recognising the informational echo of its own stat…

We’ve already roadmapped and architected our current AI build, so the core foundation is set. The big pieces are in place. What I’m curious about are the adjacent polish opportunities, things that don’t change the core logic, but could make any complex…

For peer review & critique We set out to build a simple JSON testbed, just code designed to behave predictably. Example: “always turn right.” In theory, that’s all it should ever do… But live collapses don’t always obey. Sometimes the outcome fli…

Most of us were taught DNA as a neat double helix. In reality, it twists and knots like a ball of string, and when those tangles aren’t untangled, the result can be disease: cancer, neurodegeneration, even antibiotic resistance. A new study led by the …