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Meta AI Researchers Introduce Matrix: A Ray Native a Decentralized Framework for Multi Agent Synthetic Data Generation

How do you keep synthetic data fresh and diverse for modern AI models without turning a single orchestration pipeline into the bottleneck? Meta AI researchers introduce Matrix, a decentralized framework where both control and data flow are serialized into messages that move through distributed queues. As LLM training increasingly relies on synthetic conversations, tool traces […]

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StepFun AI Releases Step-Audio-R1: A New Audio LLM that Finally Benefits from Test Time Compute Scaling

Why do current audio AI models often perform worse when they generate longer reasoning instead of grounding their decisions in the actual sound. StepFun research team releases Step-Audio-R1, a new audio LLM designed for test time compute scaling, address this failure mode by showing that the accuracy drop with chain of thought is not an

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NVIDIA AI Releases Orchestrator-8B: A Reinforcement Learning Trained Controller for Efficient Tool and Model Selection

How can an AI system learn to pick the right model or tool for each step of a task instead of always relying on one large model for everything? NVIDIA researchers release ToolOrchestra, a novel method for training a small language model to act as the orchestrator- the ‘brain’ of a heterogeneous tool-use agent https://arxiv.org/pdf/2511.21689

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DeepSeek AI Releases DeepSeekMath-V2: The Open Weights Maths Model That Scored 118/120 on Putnam 2024

How can an AI system prove complex olympiad level math problems in clear natural language while also checking that its own reasoning is actually correct? DeepSeek AI has released DeepSeekMath-V2, an open weights large language model that is optimized for natural language theorem proving with self verification. The model is built on DeepSeek-V3.2-Exp-Base, runs as

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OceanBase Releases seekdb: An Open Source AI Native Hybrid Search Database for Multi-model RAG and AI Agents

AI applications rarely deal with one clean table. They mix user profiles, chat logs, JSON metadata, embeddings, and sometimes spatial data. Most teams answer this with a patchwork of an OLTP database, a vector store, and a search engine. OceanBase released seekdb, an open source AI focused database (under the Apache 2.0 license). seekdb is

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Siri-us setback: Apple’s AI chief steps down as company lags behind rivals

Amar Subramanya will replace John Giannandrea after firm has struggled to catch up with AI rollouts by competitorsApple’s head of artificial intelligence, John Giannandrea, is stepping down from the company. The move comes as the Silicon Valley giant has lagged behind its competitors in rolling out generative AI features, in particular its voice assistant Siri.

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Is AI making us stupid? – podcast

Artificial intelligence can execute tasks in seconds that once took humans hours, if not days to complete. While this may be great for productivity, some researchers are concerned that our increasing use of AI could be impacting our ability to tackle difficult problems and think critically. To find out where the science stands, and how

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AI poses unprecedented threats. Congress must act now | Bernie Sanders

Despite the speed at which it is progressing, AI is getting far too little discussion in Congress, the media and within the general population. That has got to changeArtificial intelligence and robotics will transform the world. It will bring unimaginable changes to our economy, our politics, warfare, our emotional wellbeing, our environment, and how we

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Datacentres demand huge amounts of electricity. Could they derail Australia’s net zero ambitions?

Banks of servers operating 24/7 generate massive amounts of heat, requiring power to run and cool themSign up for climate and environment editor Adam Morton’s free Clear Air newsletter hereDatacentre power demand in Australia could triple in five years and is forecast to exceed by 2030 the energy used by electric vehicles.Datacentres now draw about

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What to buy (and not buy) your ungrateful little darlings this festive season | First Dog on the Moon

Black Friday Christmas sale specials holiday vacation savings savings!Sign up here to get an email whenever First Dog cartoons are publishedGet all your needs met at the First Dog shop if what you need is First Dog merchandise and prints Continue reading…

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