By James Macgregor Alignment was never a solved problem, but it was often treated like a static one, where models were evaluated in isolated snapshots. That assumption no longer holds. Agentic AI introduces interaction, feedback loops, and compounding dynamics at a new scale. Methods designed to certify alignment at fixed moments are increasingly mismatched to…
On Bittensor Revenue Search 37, Mark Creaser and Siam Kidd sat down with Austin McCaffrey, founder of Aurelius, the team now behind Bittensor’s Subnet 37. The conversation delved deep into one of the most critical challenges in AI alignment and how to ensure that advanced AI systems act in ways consistent with human values and…
Contributor: Crypto Pilote Our LLMs act like kids because that’s how we taught them. Thanks to Aurelius subnet, they’re about to enter their teenage years. Let me explain. I – How we learn When we start our lives, we first need to learn how the most basic things work. Older people guide us by telling…
Artificial intelligence is becoming more powerful every day, but with that power comes risk. Misaligned AI can hallucinate false information, behave unpredictably, or produce outputs that are harmful or biased. Today, even state-of-the-art models can be tricked into dangerous behavior: chatbots have fabricated legal cases that were submitted in court filings, distorted historical images, and…
