Ai Alignment

3 articles

Cinematic visualization of a large language model being aligned using RLHF, showcasing glowing neural networks and human guidance.

What is RLHF and why does it align LLMs?

A specialized variant of reinforcement learning from human feedback, known as RLTHF, can achieve full human-annotation-level alignment for large language models with only 6-7% of the human effort.

Arjun Mehta·August 30, 2026

A complex, glowing neural network representing AI language learning, with subtle hints of problematic data streams, symbolizing ethical challenges.

Industry Insights

What are the ethical implications of AI language learning?

Even state-of-the-art models like DeepSeek-R11 and Llama-32 exhibit a 100% recurrence rate of harmful content, exposing the futility of post hoc alignment in purifying Large Language Models (LLMs) of

Omar Haddad·August 14, 2026

Everything AI Alignment Analysts Should Know About Ember and Audited Forecasts

Ember is a platform that provides a public record of AI model forecasts on prediction markets, auditing and scoring their calls against reality. For AI alignment analysts tasked with understanding and predicting the traj…