Baidu says ERNIE Evolve beats NanoChat and NanoGPT records
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Stories tagged #automated-research
Scaling Discovery Requires Forgetting
Restarting LLM research agents by forgetting search history improves discovery by up to 39 percent versus one agent.
Stateless Language Agents: Scaling Long-Horizon Automated Research
Stateless Language Agents beat three research-agent frameworks at up to one billion tokens, using 84% fewer tokens on kernels.
AIM: Agentic Idea Management for Automated Research
AIM manages research ideas with Bayesian-style selection, beating AutoLab baselines by up to 4.9 points and converging 3.1x faster.
More than 20 leading AI researchers warn that automated AI research poses extreme risks
Hinton, Bengio, Pachocki and other researchers warn automated AI research could trigger an intelligence explosion.
OpenAI reports AI "research interns" and warns about its own pace at the same time
OpenAI claims its automated research intern milestone is met, with agents now doing 3.1 workdays per human day, while Pachocki warns monitoring is weakening.
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