Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
Research agents and increasingly general reasoning models open the door for immense "evaluation data leverage".| dataleverage.substack.com
Research agents and increasingly general reasoning models open the door for immense "evaluation data leverage".| dataleverage.substack.com
Our AI design choices in 2024 could preclude "Powerful AI" in 2030.| dataleverage.substack.com
Examining the Meta CEO's claim that the "individual work of most creators isn’t valuable enough for it to matter" in the context of AI training.| dataleverage.substack.com
Once again, we’ve had an eventful few weeks in the space of data-dependent computing!| dataleverage.substack.com
The public debate over AI has seriously heated up in the wake of new advances in the design and deployment of large generative AI models.| dataleverage.substack.com
The much-celebrated GPT-3 that can answer questions, write poems, and more wouldn’t be possible without content written by millions of people around the world. Shouldn’t they get some credit?| dataleverage.substack.com
The plants in the Gardens by the Bay evoke a sense of flourishing-by-design; photo by Victor from Unsplash.| dataleverage.substack.com
Measuring the Alignment of AI Systems Based on their Data Pipelines| dataleverage.substack.com
Much of my work is in pursuit of “data dignity”, an idea that stems in part from scholars arguing that we should sometimes think of “data as labor”.| dataleverage.substack.com
More on why you're an expert language model trainer| dataleverage.substack.com
