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9 storiesInnovation
LURE paper proposes pursuit-evasion self-play to train LLM reasoning without task data
A new arXiv paper presents LURE, a zero-data self-play method in which one language model sets task difficulty while another solves verifiable reasoning challenges. The authors report stronger out-of-distribution zero-shot accuracy than trained baselines across nine held-out benchmarks, but the abstract does not…arxiv.orgInnovation
EDGE paper reports more durable exploration for AI agents
A paper accepted to EMNLP 2026 introduces EDGE, a training framework that helps language-model agents reuse useful experience instead of relying on external retrieval at inference time. The authors report higher success rates on ALFWorld and WebShop and say the method retained most of its gains after removing the…arxiv.orgProduct
Reuters reports Alibaba officially rolls out Wan3.0 AI video model
Alibaba has officially rolled out Wan3.0, which the company says can generate 30-second videos from documents, spreadsheets, slides and web pages. Reuters reported the release alongside Alibaba’s $10 billion share sale and increased AI spending.m.economictimes.comInnovation
NC-GRPO paper reports stronger vision-language reasoning from latent-space rollout diversity
An arXiv preprint introduces NC-GRPO, a reinforcement-learning method that perturbs a vision-language model’s hidden representation rather than its input image. The authors report improved out-of-domain mathematical reasoning and hallucination robustness on Qwen2.5-VL-7B, while noting tradeoffs between…arxiv.orgInnovation
DamageScope paper proposes scalable AI assessment of disaster damage from satellite imagery
A new arXiv preprint describes DamageScope, a retrieval-augmented system that combines satellite imagery with vision-language and language models to support natural-language queries about property damage. The authors report up to 14-fold faster indexing and roughly threefold reductions in operational cost and…arxiv.orgPolicy
UK and Ukraine sign AI defense partnership tied to battlefield data
Rappler, republishing a Reuters report, says the United Kingdom and Ukraine signed a partnership to develop AI tools for defense and security, including British access to Ukraine’s Avengers AI Labs battlefield-data platform.rappler.comInnovation
LiteEvent-AE paper reports lower-cost event-based vision on edge hardware
An arXiv preprint presents LiteEvent-AE, a compact autoencoder for event-based vision that the authors say cuts model size and energy use while maintaining recognition performance on two constrained devices.arxiv.orgInnovation
GapSight teaches vision-language models when and where to look again
A new arXiv preprint introduces GapSight, a method that lets vision-language models selectively revisit image regions when a low-resolution global view loses important detail. The authors report higher average scores across six benchmarks, while noting that the results come from their own experiments and remain…arxiv.orgProduct
Sharp announces second-generation Poketomo AI robot with a new personality
BigGo Finance reports that Sharp will release a second-generation, voice-interactive Poketomo AI robot in Japan and Taiwan in December, priced at 49,500 yen plus a monthly service fee. The model adds a more assertive personality and can interact with first-generation Poketomo units. The report was not independently…finance.biggo.com
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