Introducing Nested Learning: A new ML paradigm for continual learning
Algorithms & Theory
Even sturdy ‘long-context’ AI fashions fail badly once they should monitor objects and counts over lengthy, messy video streams, so the subsequent aggressive edge will come from fashions that predict what comes subsequent and selectively keep in mind solely shocking, necessary occasions, not from simply shopping for extra compute and greater context home windows. A…
How a lot of you will have really constructed one thing with tool calling? If you are studying this, chances are high you have not less than heard about it. Maybe you have built-in a number of instruments into your AI brokers, or maybe you are on the opposite facet, offering instruments for brokers to…
Hyperparallel experimentation to enhance analysis metrics with out bloating sources RapidFire AI, the corporate accelerating AI experimentation and customization, in the present day introduced at Ray Summit 2025 RapidFire AI RAG, an open-source extension of its hyperparallel experimentation framework that brings dynamic management, real-time comparability, and computerized optimization to Retrieval-Augmented Generation (RAG) and context engineering…
Seatpin, a Europe-based ticket market globally most popular within the secondary ticket sector, has introduced a brand new breath to the business as the primary firm to implement AI-based chat assistant know-how. Before OpenAI publicly introduced its “Apps in ChatGPT” infrastructure, Seatpin efficiently built-in an analogous system into its personal platform. While providing customers the…
Some information tales slip quietly beneath the radar, however once in a while, one comes alongside that seems like a preview of tomorrow. This week, Pixazo – a inventive expertise startup based mostly in India – introduced it’s including AI video era to its API suite. Sounds easy sufficient on paper, proper? But for those…
Imagine answering a name and chatting away, solely to seek out out minutes later that the “particular person” on the different finish wasn’t human in any respect. Creepy? Impressive? Maybe a bit of each. That’s precisely what occurred at the Global Fintech Fest 2025, the place SquadStack.ai made waves by claiming its voice synthetic intelligence…
Drata, the chief in AI-Native Trust Management, right now introduced the appointment of Aneal Vallurupalli as Chief Financial Officer (CFO). Vallurupalli will oversee Drata’s world finance group as the corporate enters its subsequent part of development and continues to scale its management in governance, danger, compliance, and assurance. “As we increase globally and evolve how…
Global AI semiconductor firm DEEPX (CEO Lokwon Kim) introduced that it has gained two CES 2026 Innovation Awards, whereas Sixfab, a US-based IoT and edge computing firm, obtained the Best of Innovation award — CES’s highest honor — for its AI gateway ALPON X5 powered by DEEPX’s DX-M1. This milestone demonstrates how DEEPX’s options are additional solidifying its place because…
Large language fashions at the moment are restricted much less by coaching and extra by how briskly and cheaply we will serve tokens underneath actual site visitors. That comes down to a few implementation particulars: how the runtime batches requests, the way it overlaps prefill and decode, and the way it shops and reuses the…