13 summarised stories about AI-Assisted Research, each linking back to the original source. Browse all topics →
OpenAI Blog 5 months ago
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
23 July 2026
Poolside AI's release of Laguna S 2.1 crystallizes a shift away from scale-at-all-costs. The 118-billion-parameter model, with only 8 billion active parameters per token, achieves 70.2% on Terminal-Bench 2.1 and outperforms Deepseek v4 Pro while costing less than v4 Flash—a direct challenge to the assumption that bigger models always win. Poolside's systematic approach, running 10,000 to 20,000 monthly experiments across fewer than 70 researchers in eight-week cycles, suggests that engineering rigor and data efficiency matter as much as raw compute. This matters because it hints at a possible end to the AI industry's winner-take-all consolidation: smaller teams with disciplined workflows can still build competitive open-weights models.
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