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How to Speed Up Transformer Training Using NVIDIA Apex (FusedAdam, FusedLayerNorm) and Native torch.amp

In this tutorial, we work through an implementation of NVIDIA Apex, focusing on the components that still matter in modern GPU training workflows. Instead of treating Apex as a general mixed-precision library, we separate the older parts from the still-useful ones and test them directly. We begin by checking the CUDA runtime, building Apex with […]

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Hackers trick Meta AI support bot to infiltrate Obama White House Instagram account

Breach confirmed by Meta raises concerns about how safe it is to rely on AI for key security measures such as passwordsHackers used Meta’s AI-powered support chatbot to infiltrate high-profile Instagram accounts, the company confirmed on Monday, saying it had resolved the problem after researchers exposed it.The targets ranged from Barack Obama’s White House account

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Florida lawsuit accuses OpenAI of ignoring safety warnings and putting children at risk

State sues maker of ChatGPT and CEO Sam Altman, alleging company ‘allowed a dangerous product to reach millions’Florida filed a lawsuit against OpenAI, the maker of ChatGPT, and its CEO, Sam Altman, on Monday alleging that the company concealed serious safety risks with its chatbot. Florida is the first state in the US to sue

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MiniMax Releases MiniMax M3 with MSA Architecture Supporting 1M-Token Context, Native Multimodality, and Agentic Coding

MiniMax officially released MiniMax M3 on June 1, 2026. The model introduces MSA (MiniMax Sparse Attention), a new sparse attention architecture that gives M3 a 1M-token context window. M3 also supports image and video input and desktop computer operation natively. The API is live now. MiniMax M3 is available today via MiniMax Code, the MiniMax

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Meet Memory OS: A 6-Layer Open-Source Memory Stack Built on Top of Hermes Agent

Hermes Agent already remembers across sessions. The open-source agent from Nous Research ships with curated memory files and full-text session search. But a new community project argues that built-in memory is too shallow for serious work. A new library named ‘Memory OS‘ has been released under an MIT license by a developer (ClaudioDrews). It stacks

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Anthropic confidentially files for initial public offering on US stock market

Financial stakes of AI race rise as Elon Musk’s SpaceX, OpenAI and Anthropic are slated to go public this yearAnthropic has filed confidentially for an initial public offering on the US stock market, the company announced Monday. The AI firm makes the Claude chatbot, popular with software engineers and other business clients, and has seen

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To YouTube and beyond: how online gen Z directors stormed Hollywood

Record-breaking box office for Backrooms and Obsession has opened the door for twentysomething YouTube creators as the industry rethinks what audiences wantAt this time last year, the idea of a wide-release feature film-maker cutting their teeth on YouTube was, if not unheard of, certainly still a niche origin story. Siblings Michael and Danny Philippou had

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Tech billionaires are spending unprecedented sums in California races. Experts say it’s the tip of the iceberg

From Google co-founder Brin spending $66m to fight a billionaire tax to Google and Meta funding a joint Super Pac, Silicon Valley is engaged in an existential fight for its political power at homeTech billionaires have shelled out hundreds of millions of dollars ahead of the 2 June primary election in California, in an unrivaled

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Ghost in the Machine review – entertaining AI polemic dives into its dark history in race politics and eugenics

The roots of AI in rightwing ideology is examined in Valerie Veatch’s enjoyable doc, including an array of colourful, often crazed, figuresDirector Valerie Veatch made her name with documentaries such as Love Child (about an online gaming-addicted couple whose child died of malnutrition) and Me at the Zoo (about American vlogger Cara Cunningham), films that

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Nvidia launches ‘superchip’ putting AI power into laptops and PCs

Firm says its RTX Spark PC chip for Microsoft Windows will let AI agents replace the mouse and keyboardBusiness live – latest updatesA new front has opened up in the battle for dominance in AI chips, as Nvidia said its latest development could replace the mouse and keyboard in how people use computers.The $5tn (£3.7th)

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