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AI & Academia

111 summarised stories about AI & Academia, each linking back to the original source. Browse all topics →

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Thursday, 10 September 2026

Fable 5.1 vs. Fable 5: Results on a real-world budget, not the spec sheet

The New Stack 1 month ago 17 ● 2 sources

Anthropic’s Claude Fable 5.1 posted a higher Terminal-Bench-Science result than Claude Fable 5, but an independent test of the benchmark’s tasks under a fixed user-like budget found a much smaller gap. In the sampled runs with a $12 limit and 60 turns per test, Fable 5.1 solved 1 task where Fable 5 solved 0, with total cost $40.75 vs $53.59 and total time 262 min vs 388 min. The benchmark’s claimed doubling did not translate into a similarly large advantage for average-style runs, and differences mostly showed up in cost and whether the model hit the imposed budget limit.

Introducing IBM and NASA's new foundation model for the Moon

IBM Research 1 month ago 15

IBM and NASA released the NASA-IBM Lunar Foundation Model, an open-source AI model that integrates decades of lunar mapping data across different sensors, angles, and spatial scales. The model’s ice-prospecting task cut error by 22% versus a SwinV2 transformer. It changes lunar research by enabling faster, reusable modeling and improving crater, ice, and volcanic feature detection for Artemis planning and follow-on simulations.

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