20 summarised stories about AI-Assisted Research, each linking back to the original source. Browse all topics →
OpenAI 8 months ago 29
Prism is a free LaTeX workspace that integrates GPT-5.2 to help researchers write, collaborate, and organize their work in a single environment. The tool runs natively within LaTeX, eliminating the need for separate applications. This consolidation allows researchers to draft documents, share them with collaborators, and use AI assistance without switching between platforms.
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TLDRocket
19 October 2026
The day’s biggest thread was the messy middle between “agents that act” and the systems that prove they won’t act badly. Hugging Face policy chief Irene Solaiman warned that embedded AI evaluators and today’s benchmarking are still too immature to trust without better reproducibility and clearer comparisons, especially as evaluation is shifting from model-only tests to full-system setups that include the harness and agent—raising cost and forcing standardization. That concern landed alongside a Princeton-led paper on emerging agent-evaluation trends: ExploitBench runs can burn tens of thousands of credits, and the authors argue the field needs more independent, multi-layer evaluation, including real-world and human-impact studies, plus a better evaluation ecosystem.
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