Inasasishwa kila siku3598 Hadithi zilizothibitishwa
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Researchers propose token-adaptive activation mixing for Transformer feedforward layers
A revised arXiv preprint proposes Mixture of Activations, a feedforward-layer design that lets language models choose among activation functions for each token. The authors report lower terminal training loss in models from 0.12B to 2B parameters, but provide no exact results in the source record.arxiv.orgUbunifu
CEDAR proposes finite-state verification for language-guided embodied AI
A new arXiv paper describes CEDAR, a framework that converts natural-language constraints for embodied AI agents into executable finite-state representations.arxiv.orgViwanda
DealStreetAsia reports Sharpa raises about $669 million and opens autonomous robot restaurant
DealStreetAsia reports that Sharpa, founded by Hesai Technology’s co-founders, raised more than 4.5 billion yuan and opened a Shanghai restaurant where humanoid robots prepare Dairy Queen ice cream.dealstreetasia.comViwanda
OpenAI details Thailand accelerator’s path from prototype to deployment
OpenAI and Thailand’s higher-education ministry are supporting 10 AI startups through an eight-week accelerator focused on testing, safeguards, user evidence and deployment plans.
openai.comViwanda
Business Insider Africa reports rival U.S. and Huawei AI-data-center proposals in Egypt
Business Insider Africa reports that Huawei has proposed Egyptian AI data centers using 2,008 Ascend processors, while the U.S. is seeking a rival bid involving Nvidia, AMD and Microsoft. The report says no contract, financing plan or deployment has been independently confirmed.africa.businessinsider.comUbunifu
Study finds structured reasoning helps language models above a token threshold
An arXiv study reports that planning, checking and repair hurt a language model at very small output budgets but outperform a single-call system once budgets reach roughly 1,500 output-equivalent tokens.arxiv.orgUbunifu
Preprint finds agentic AI performance depends on both task success and resource use
A new arXiv preprint comparing OpenClaw and NanoBot finds no statistically established winner on full task completion, but reports large differences in time and peak memory. The authors argue that agent evaluations should link outcomes to the resources and execution records that produced them.arxiv.orgViwanda
entARABI reports Derayah commits up to $65 million to HOF Capital fund targeting AI
Saudi financial services company Derayah has committed up to $65 million to HOF Capital Strategic Opportunities Fund II, which targets artificial intelligence, enterprise software and advanced technologies, entARABI reports.entarabi.comUbunifu
Preprint says generative AI broadened undergraduate research in a bioinformatics course
A three-semester qualitative study reports that generative AI helped undergraduate research teams develop distinct projects and coordinate across expertise, while students retained responsibility for checking and rejecting AI-generated contributions.arxiv.org
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