La cusbooneysiiyo maalin kasta4370 sheekooyin la xaqiijiyay
Wararka AI. Sawaxan la'aan.
Isha la hubiyay caynsanaanta AI ee soo saarista alaabada, siyaasada beddelka, cilmi baarista badbaadada, iyo dhaqdhaqaaqa warshadaha, oo ay ku sharaxeen Ingiriis cad koox waxbarasho oo aan faa'iido doon ahayn.
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Sheeko kastaa waxay la xidhiidhaa caddaynta ugu xooggan ee la heli karo: ilaha asalka ah marka la heli karo, haddii kale si cad loo nisbeeyay warbixinta.
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Marka calaamaduhu dhuuban yahay, waxba ma daabacno halkii aan ku dhejin lahayn quudinta.
Sheekooyin badan
9 sheekooyinHal-abuurnimo
AFDBench tests whether AI can write National Weather Service forecast discussions from weather data
A new preprint introduces AFDBench, a benchmark for testing whether language models can turn structured AI weather forecasts into accurate, professionally written National Weather Service discussions.arxiv.orgHal-abuurnimo
Preprint explains what reinforcement learning changes inside language models
A new preprint breaks down reinforcement-learning post-training for language models, examining how rewards, prompts, model scale and prior behavior shape the results.arxiv.orgHal-abuurnimo
MacroAgent uses LLM-designed heuristics to improve chip macro legalization
An arXiv preprint describes MacroAgent, a four-stage framework that uses large language models to discover contour algorithms for arranging large circuit components. The authors report improved layout regularity, shorter routed wirelength and better end-to-end results on TILOS, Chipyard and Cadence Innovus evaluations.arxiv.orgHal-abuurnimo
Paper proposes adaptive graph-or-language handoffs for multi-agent LLMs
Routed Graph Handoff uses a lightweight language-model router to choose between structured dependency graphs and natural-language messages when AI agents delegate tasks.arxiv.orgHal-abuurnimo
DataKernelBench waxay tijaabisaa in LLM-yadu ay wanaajin karaan weydiimaha xogta xogta GPU
Halbeeg cusub ayaa qiimeeya in moodooyinka luqadda ay soo saari karaan oo ay wanaajin karaan koodhka GPU ee weydiimaha qaab- database-ka ah, iyada oo warqadda warbixinta xawaaraheeda gaaraya ilaa 2.11 × hal H100 GPU iyo 2.54 × guud ahaan afarta H100 GPUs.arxiv.orgAmniga
Paper reports bit-flip attack that can drive mixture-of-experts LLMs into long generation loops
A paper accepted at EMNLP 2026 reports that flipping routing-layer bits in mixture-of-experts language models can sharply inflate output length, potentially creating an availability and inference-cost risk.arxiv.orgHal-abuurnimo
Sheegashada-qufulka warbixinta ujeedadeedu tahay in lagu ilaaliyo sheegashooyinka saynis ee AI ay soo saartay inay ku xidhan yihiin caddaynta
Daabacaadda hore ee arXiv waxay soo jeedinaysaa hagaajinta caddaynta warbixinta, tirooyinka, tilmaamaha iyo ereyada la oggol yahay ka hor intaysan LLM soo saarin tiraab iskuxiran. Qorayaashu waxay ka warbixiyaan dib-u-soo saarid ka sarreeya habka isku-dhafan ee fMRI iyo warbixin-tijaabin-tijaabo, oo ay weheliso isticmaalka calaamadaha hoose ee la arkay iyo daahitaanka dhexe ee hal…arxiv.orgHal-abuurnimo
ClueWeaver uses dual-agent reasoning to help compact LLMs analyze long narratives
A newly submitted paper presents ClueWeaver, a reward-trained framework that divides long-narrative question answering between evidence retrieval and interpretation in compact, locally deployable language models.arxiv.orgHal-abuurnimo
Warqadda GRIN waxay soo jeedinaysaa xoojinta barashada aqoonta cirbadeynta joogtada ah ee moodooyinka luqadda
Warqad cusub oo arXiv ah ayaa soo jeedinaysa cirbadeynta Golden-GRPO, oo ah qaab dhismeed is-waxbarasho oo saddex heer ah oo loogu talagalay in lagu caawiyo moodooyinka luqadaha waaweyn inay nuugaan aqoonta cusub ee la duray oo lagu dabaqo jumladaha, dukumentiyada la isku daray iyo hawlaha sababaynta.arxiv.org
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