Ana sabunta kullun1795 ingantattun labarai
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Google ya ce Bincike yana ƙara fasalulluka na ilimi guda biyar: abubuwan gani na mu'amala, gwajin gwaji, jagorar tushen Lens, Littattafan rubutu na Yanayin AI da fayilolin binciken al'ada.
Verified source: blog.googleMasu binciken Apple sun gabatar da wani sakamako mai sarkakkiya na tantance DAGs na Boolean tambaya akan jujjuyawar fihirisa kuma suna ba da shawarar ComputePN, algorithm da aka ƙera don guje wa faɗaɗa tambaya mai fa'ida da sikanin sikelin sararin samaniya.
NVIDIA SkillEvaluator yana auna tasirin ingantattun ƙwarewa akan aikin wakili na AI ta hanyar kimanta matakai uku.
developer.nvidia.comRubutun marubucin 24-marubuci yana da wakilai na AI na iyaka suna ƙoƙarin tsakiyar tambayoyin bincike na abubuwan NeurIPS 2026 da ba a buga ba, sannan suna da nasu marubutan sun tantance sakamakon. Wakilan sun gudanar da aikin injiniya ba tare da taimako ba tsawon kwanaki shida amma an ƙi amincewa da binciken ba tare da wata shakka ba.
Warp yana ɗaukar buƙatun shiga-wuri don masana'antar Warp, wanda ke bayyana tarin wakilai na coding azaman lamba - repos, samfuri, izini da wuraren binciken ɗan adam a cikin fayil ɗin YAML guda ɗaya, wanda CLI, API, SDK da MCP ke jagoranta. Ƙididdiga ta atomatik da ƙididdiga masu tsada sune iƙirarin mai siyarwa: babu farashi, kwanan watan samuwa ko gwaji mai zaman kansa.
Sabuwar takarda ta arXiv ta gabatar da gwaji wanda samfuran dole ne su ba da rubutacciyar kalma daga sautin alƙalami da bidiyo na motsin hannu, ba tare da tawada da ake iya gani ba. Marubutan sun ba da rahoton mutane sama da 80% da aka ba da umarnin daidaitattun haruffa da manyan samfuran ƙasa da kashi 10% - kuma ba da samfuran duka hanyoyin sau da yawa yana haifar da muni.
Wani sabon saiti na arXiv yana bayyana CacheScout, wani Layer da aka gina akan sabar vLLM mai buɗewa wanda ke yanke shawarar abin da za'a kiyaye a cikin ma'ajiyar ƙima ta ƙima dangane da wane wakili zai iya gudana na gaba. Marubutan sun ba da rahoton jinkirin lambobi biyu da ribar da aka samu; Ba a bayyana nauyin aikin ba, samfuri, da kayan aiki a cikin ƙayyadaddun bayanai.
Masu bincike guda biyu sun ce hujjar lemma a Babi na 6 na takardun lissafin OpenAI yana da kuskuren polarity: gwaji dangane da matsakaicin nasara inda mataki na gaba yana buƙatar babban gazawar sharadi. Suna ba da misali da tabbataccen hujja, kuma suna lura cewa wannan ba shine tabbatar da babban jigon babin ba.
Rubutun da masu bincike biyu suka yi ya sake sake yin wani binciken da aka yi a baya kan dalilin da ya sa adadin FLOP daidai ba ya nufin daidai lokacin aiwatarwa. Yana tabbatar da da'awar amma yana ba da rahoton cewa tsarin gyaran α-FLOPs gabaɗaya yana raina lokacin aiki akan sabbin kayan masarufi, wanda ke nuna tsalle-tsalle da oscillations ɗin dabarar ba ta kamawa.
Wani sabon bugu na arXiv yana ramin gine-gine guda huɗu don tambayar yaren yanayi na ma'ajin bayanai na kasuwanci da juna akan ma'auni na yare biyu na roba. Babu wanda ya amsa sama da kashi ɗaya bisa huɗu na shari'o'i daidai, kuma ƙirar da ta ci mafi girma ba shine mafi aminci ko mafi arha ba.
Wani sabon saiti na arXiv yana jayayya cewa ƙungiyoyin tsaro za su iya yanke hukunci ko wakilin AI mai ƙwaƙwalwar ajiya-ko mai dawo da aiki yana koyo ta hanyar auna nisan da zai rufe rata ga ƙirar “malami” mai ƙarfi, maimakon a kan maƙasudai masu lakabi waɗanda galibi ba su da yawa ko kuma sun lalace. Yin la'akari da samfurin mai ƙarfi makamancin haka ya ba da sigina mai amfani.
Rahoton fasaha na marubuci 17 da aka buga zuwa arXiv yana gabatar da MobileMem, ma'auni da tsarin don ƙwaƙwalwar ajiya na dogon lokaci akan na'urar da aka gina daga tarin sikelin shekara na abubuwan wayar hannu. Ƙirar ta bayyana ƙira amma ba ta ba da rahoto ba, kuma ba a bayyana mahimman bayanai game da bayanan da ke ƙasa ba.
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