Ana sabunta kullun2400 ingantattun labarai
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9 labaraiBidi'a
Apple researchers report scaling law for training models with scarce data
A study of more than 2,000 language-model training runs says scarce target data can be repeated 15–20 times in mixtures, with the best rate varying by scale and compute.machinelearning.apple.comBidi'a
Apple Masu Bincike Suna Ba da Shawarar Canjin Harsuna don Inganta Horar da Samfuran Harsuna da yawa
Apple masu bincike sun bayyana LINK, tsoma baki na farko wanda ke maye gurbin zaɓaɓɓun kalmomin Ingilishi tare da fassarorin matakin kalma daga harshen manufa. Takardar ta ba da rahoton ingantattun harsuna takwas da nau'ikan samfura biyar, gami da saurin saurin ninki biyu don cimma daidaitaccen aikin ƙasa.machinelearning.apple.comSiyasa
Position paper calls for certification before AI agents make market decisions
A position paper reports tacit collusion by DeepSeek-R1 agents in a simulated Bertrand pricing market, even after human prompts against collusion. It argues that observed-behavior certification should precede deployment of reasoning agents in economic markets; the evidence and safeguards remain preliminary.arxiv.orgBidi'a
Tsare-tsare taswirorin taswirorin yin amfani da manyan nau'ikan harshe a cikin lafiyar hankali
Binciken na yau da kullun yana nazarin yadda ake nazarin manyan nau'ikan harshe don nazarin lafiyar kwakwalwa, kimanta haɗari, tallafin jiyya da saka idanu na multimodal, yayin da ke jaddada ƙalubalen ɗabi'a da ƙa'idodi waɗanda ba a warware su ba.arxiv.orgSiyasa
Model Cards Alone May Not Govern Open-Weight Foundation Models, Position Paper Argues
An ICML 2026 position paper analyzing 500 Hugging Face model cards argues that open-weight foundation models need coordinated model cards, acceptable-use policies, and licenses to address safety and governance gaps.arxiv.orgBidi'a
A proposed metric would measure how difficult game worlds are to predict
A position paper proposes the Transition Complexity Profile, a standardized way to describe how unpredictable and long-range the dynamics of game environments are for game-world modeling and reinforcement learning.arxiv.orgBidi'a
FM-Bench tests whether AI agents can manage a football club for 20 years
A new arXiv benchmark places 15 language-model agents in a 20-year football-management simulation, testing whether they can make consistent decisions when short-term choices affect long-term outcomes.arxiv.orgBidi'a
FinRCA-Bench ya gano ƙididdigar AI na kuɗi ya dogara sosai akan dawo da shaida
Wani sabon ma'auni na arXiv ya ba da rahoton cewa canza hanyar dawo da kawai ya ɗaga daidaitattun daidaiton ƙirar ƙira akan lamuran sulhu na kuɗi daga 2.05% zuwa 72.44%. Har ila yau, binciken ya gano cewa madaidaicin lakabin tushen dalilin sau da yawa baya nufin tsarin ya dawo da isasshiyar shaida don ganewar asali.arxiv.orgBidi'a
Taswirorin takarda na Abra suna ƙididdigewa da cinikin bayanai a cikin horar da hoto na watsawa
Wani sabon binciken arXiv yana gabatar da gwaje-gwajen doka don ƙirar rubutu-zuwa-hoto a cikin lissafin kasafin kuɗi daga 10^19 zuwa 10^22 FLOPs. Marubutanta sun ba da rahoton cewa ƙirar hoto na buƙatar ƙarin bayanai a kowane siga fiye da ƙirar harshe don horarwa da inganci.arxiv.org
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