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- 1
Chinese AI lab DeepSeek has released DeepSeek-V4.1-Flash-1017, a new model checkpoint published on Hugging Face. The release quickly drew attention from developers, who debated its capabilities, naming and how it compares with competing models from OpenAI and other Chinese labs. Details on benchmarks and intended use cases remain limited pending official documentation.
- 2T0: A 256M-Parameter Open-Weights Time-Series Forecasting ModelβShow HN: T0: We trained a 256M SOTA open-weights time-series forecasting model
A team calling itself The Forecasting Company has released T0, a 256-million-parameter time-series forecasting model it says achieves state-of-the-art results, with open weights published on GitHub. The release invites developers and researchers to test and build on the model, and it is drawing attention as part of the growing wave of compact, openly available foundation models for prediction tasks.
- 3
Google DeepMind has released Gemini 4 Argon, a new model in its Gemini family, drawing heavy discussion on Hacker News where it holds the top spot with over a thousand engagements. Details on capabilities and benchmarks remain scarce so far, but the launch has quickly become one of the most talked-about tech stories of the day.
- 490% of US working hours sit outside AI benchmarks, analysis findsβ90% of US working hours are spent on tasks not covered well by AI benchmarks
New research from Mercor argues that 90% of hours worked in the United States are spent on tasks poorly measured or covered by existing AI benchmarks. The finding, shared via the company's Labor Index benchmark map, suggests current model evaluations capture only a narrow slice of real economic work, raising questions about how well benchmark scores predict AI's actual impact on jobs.
- 5
Pakistan and Sri Lanka are facing off in a cricket series that is trending across multiple countries. Sri Lanka, led by Kusal Mendis and Dasun Shanaka, took a consolation win in the T20I leg, while Pakistan's Farhan celebrated his first series win as captain, saying 200 is the new benchmark. Discussion in Pakistan focuses on the team being at a crossroads and the need to build a proper system rather than rely on experiments.
Repos
- google-research/harness2
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- T-Auto/dsh-ops A toolkit for low-level operations in DSH, designed to reduce token usage and task execution time / DSH εΊε±ζδ½ε·₯ε ·ζδ»ΆοΌζ¨ε¨εε° To