DeepSeek-V4.1-Flash-1017 is a minor update to DeepSeek-V4.1-Flash, delivering substantial improvements across reasoning, coding, agentic tasks, and visual benchmarks. Alongside these gains, the model reduces task execution time and output length, enabling users to complete…
Bengaluru-based voice AI startup Karta AI has raised $3 million in a seed funding round led by PeerCapital and Cedar Hill Capital, with participation from
As AI workloads demand greater memory capacity, chipmakers are exploring alternatives to traditional memory architectures. According to ZDNet, industr...
Mark Zuckerberg wants Meta to monetise its Muse AI agent sooner through transaction fees and subscriptions. His earnings-call answers reveal the costs behind that urgency—and what the model could mean for businesses, including India’s WhatsApp merchants
Global Fishing Watch on October 21 launched its biggest AI overhaul since 2016: new fishing detection and vessel classification models trained on over 1,000 expert-reviewed examples cut false positives. A 2024 Nature study confirms 75% of industrial fishing vessels remain beyond reach of any
Apple plans to launch an updated version of its Siri AI assistant in Korean through a software update as early as 26 October, adding contextual understanding and personalised responses based on information stored on users' devices, according to Chosun, citing company sources. The Korean release follows the launch of an English beta version in September and will coincide with the expansion of language support to Japanese.
One quote from Elon Musk sent chip stocks surging in premarket trading, but whether that momentum signals a real turning point or just a brief relief rally is what the rest of October will decide.
Evidence that evaluation material entered training does not reveal how much it affected evaluation. This distinction leaves a contaminated benchmark score difficult to interpret: provenance can establish contact, but only a counterfactual can quantify the performance…
Multimedia verification requires not only accurate decisions but also traceable evidence, reliable human correction, and safe reuse of prior experience. Existing systems often lack explicit mechanisms for revising intermediate reasoning or preventing harmful knowledge transfer.…
Fixed-size recurrent memory limits storage growth during inference, but successful recall depends on the task and training. We study a small DeltaNet variant with fixed token-specific key biases, trained to remember 32 new key-value pairings per sequence. With 32 KiB of…
Solving complex tasks in domains such as science, medicine, law, and finance often requires assembling interdependent information scattered across vast, heterogeneous sources far beyond model context limits. Existing approaches tackle this challenge by organizing information…