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The Developer’s Guide to NeMo Guardrails for Enterprise AI Safety

In this tutorial, we build an in-depth NeMo Guardrails pipeline that demonstrates how layered guardrails can control an LLM-based financial assistant across the full request lifecycle. We combine deterministic PII detection and redaction, LLM-based input and output self-checks, retrieval filtering, account-number masking, topical restrictions, and policy-based tool gating. We also implement stateful multi-turn interactions, detailed […]

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Decoding AI’s Open-Source Course Maps Three Ways to Run an Agent Loop and the Provider Economics Behind Each

Most teams treat ‘which model’ as the important decision. The harness engineering literature keeps pointing somewhere else. In LangChain’s Terminal-Bench experiment, changing only the harness—same model throughout—moved a coding agent from roughly 30th place into the top 5. That result reframes the question. If the harness decides quality, then how you run the loop becomes

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Auntie v influencers: why YouTubers are ready for battle with the BBC

Content creators are fighting proposal to boost traditional broadcasters in video platforms’ all-powerful algorithmsThe millions who subscribe to the content creator Simon Squibb’s social media channels are usually delivered tips and hacks on how to turn their dream business idea into reality. But they were recently presented with something completely different.In an Instagram post entitled

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Hook, hold, harvest and hide: Meta’s alleged strategy laid out in first week of landmark trial

In trial that opened on Tuesday, California and 28 other states accused the company of designing addictive sites and violating laws protecting children’s privacyMeta’s business can be boiled down to four words that begin with the letter H: hook, hold, harvest, hide, according to a lawyer who is prosecuting the world’s largest social media company.The

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‘Digging the grave of my profession’: the Hollywood creatives training AI to do their jobs

Amid a jobs slump, award-winning writers, directors and producers taking on sometimes lucrative temp work teaching AI skills such as screenwriting and productionHollywood creatives are taking gig work to train AI models to replicate their skills in a bid to offset tightening earnings in a trend one compared to being “handed a shovel and asked

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‘They’re thinking about the likes’: deadly TikTok motorway trend horrifies Ireland

Social media platforms face public ire after fatal crash involving teenagers filming themselves driving on wrong sideVideos often begin with the camera panning across a glowing dashboard as a gloved hand starts the ignition. The camera turns to show figures with masked faces in the rear seat, who are also filming, and swivels back to

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Is this the end of Harry and Meghan’s American dream?

The Sussexes are returning to the UK with significantly reduced media deals in an industry where fame alone can no longer guarantee successHaving settled in California in the aftermath of their dramatic decoupling from the royal family in 2020, the Duke and Duchess of Sussex announced a partnership that appeared to set a clear destination

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Would even an AI disaster on the scale of Hiroshima be enough to make humankind protect itself? I fear not | Timothy Garton Ash

It’s clear here in Silicon Valley that AI is advancing faster than humans’ ability to control it. That means even sober prophecies seem optimisticHere in Silicon Valley, the experts think that within the next couple of years we’ll see an extraordinary takeoff for artificial intelligence. “Welcome to the foothills of the singularity,” as a Stanford

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Best GPU Neoclouds 2026: CoreWeave, Nebius, Lambda, Crusoe, and Groq Ranked by Published Pricing and Contracted Power

The ‘neocloud’ label now covers five companies with very different business models. CoreWeave and Nebius are public companies that publish quarterly results and file reports with the SEC (CoreWeave on Form 10-Q, Nebius as a foreign private issuer on Form 6-K). Lambda and Crusoe are private and heading toward IPOs. Groq has run GroqCloud on

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Building Agentic Document Intelligence Pipelines: Creating Scientific Figures with AutoFigure

In this tutorial, we explore AutoFigure as a practical toolkit for generating scientific figures directly from text descriptions, paper-like content, and structured methodological explanations. In this tutorial, we set up the complete AutoFigure environment, fix dependency issues such as Pillow compatibility, and prepare the required rendering tools for SVG and PNG outputs. We then build

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