Keep pulling the thread on Robert Lange.
A significant milestone for AI will be when a new architecture, such as a successor to the Transformer, is discovered by an AI system.
A recent leak suggested NVIDIA is preparing to launch an open-source agent platform called Nemo Claw.
The "Shinka Evolve" system improved upon the canonical circle packing result from the AlphaEvolve paper using significantly fewer program evaluations.
Robert Lange envisions a future research paradigm where scientists act as "shepherds," directing AI systems like "Shinka Evolve" during the day and letting them run autonomous experiments overnight.
On a heuristic programming task from the ALEbench benchmark, a combination of an initial ALE agent and further optimization with "Shinka Evolve" would have achieved a second-place ranking in the original Adcoder competition.
A paper autonomously generated by the AI Scientist v2 system passed the initial acceptance threshold for an ICLR workshop before the meta-review stage.
The role of AI in research is predicted to evolve from being an assistant ("with AI") to a primary executor ("by AI"), with humans moving to a higher-level role of orchestration and oversight.
Robert Lange predicts that the methods for conducting scientific research will fundamentally change within the next 5 to 20 years due to AI.
When large language models are run autonomously, they tend not to produce interesting or novel outcomes.
Robert Lange is not yet worried about labor market disruption from AI because he believes humans are the primary source of deep understanding and creativity.
NVIDIA recently increased the price of its DGX Spark by $700, bringing the new total to $4,700.
Physical AI and robotics are predicted to be the breakout theme of the upcoming NVIDIA GTC conference.