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Google AI Overviews become more common in search

Google’s AI-generated summaries appeared in 43% of US searches measured by Similarweb, up from 15% a year earlier, according to the market intelligence firm’s 2026 Generative AI Landscape report. AI Overviews display generated summaries within conventional Google results, while AI Mode provides a conversational interface for longer questions and follow-up prompts. Users can move from

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Researchers studied 1,561 forest plots across 10 tropical countries; non-native trees formed 28% of stems in young moist forests, but declined as the canopy returned

Young tropical forests show many non-native trees while canopies remain open. As forests mature and canopies close, these non-native species tend to decrease. This pattern was observed across ten tropical countries in a recent study. Early forest regeneration is vulnerable to invasive species, which can establish easily. Understanding these dynamics aids effective forest restoration planning

Researchers studied 1,561 forest plots across 10 tropical countries; non-native trees formed 28% of stems in young moist forests, but declined as the canopy returned Read More »

Liquid AI Releases LFM2.5-Encoder-230M and LFM2.5-Encoder-350M: Bidirectional Encoders That Stay Fast at 8K Context on CPU

Liquid AI has released two open-weight bidirectional encoders, LFM2.5-Encoder-230M and LFM2.5-Encoder-350M. Both are masked language models built on the LFM2 hybrid backbone. Both carry an 8,192-token context. Encoders sit underneath classifiers, intent routers, safety filters, and PII detectors. Those jobs run continuously, usually without a GPU, and increasingly on longer inputs. BERT established the class.

Liquid AI Releases LFM2.5-Encoder-230M and LFM2.5-Encoder-350M: Bidirectional Encoders That Stay Fast at 8K Context on CPU Read More »