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Implementing resilience patterns for large language model (LLM) inference is critical as generative AI workloads move from experimentation to production at scale. With LLM powered apps now in production, organizations need ways to keep LLM inference highly available, responsive, and cost-effective at scale. Existing resilience best practices like static stability
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AI agents can do more than chat. With the right protocol, an agent can render an interactive chart inline in your conversation, update a shared canvas in real time, or pause mid-execution to ask for your approval before proceeding. These interactions (generative UI, shared state, and human-in-the-loop) need a standard
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Sponsor Posts Fast, affordable law for startups — Soxton automates startup legal so founders can move faster and sleep better. We handle incorporation, advisor, employment and commercial contracts. Join the waitlist for early access! Stop vibe coding analytics — Equals AI turns questions about your business into auditable spreadsheet models and dashboards.
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Sponsor Posts Fast, affordable law for startups — Soxton automates startup legal so founders can move faster and sleep better. We handle incorporation, advisor, employment and commercial contracts. Join the waitlist for early access! Stop vibe coding analytics — Equals AI turns questions about your business into auditable spreadsheet models and dashboards.
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Disclosure: This article was produced in collaboration with UPDF. Product details and security information referenced in this article were provided as part of that collaboration. As teams have spread out across home offices, personal devices, and shared cloud drives, the documents that hold a company’s most sensitive information have
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Artificial Intelligence This post was co-written with Tim Chauncey and Dheeraj Bhadani of Outpost VFX. AI model training for visual effects (VFX) can take weeks, creating bottlenecks in production timelines. For Outpost VFX, which operates studios across the UK, Canada, and India delivering high-end film and episodic content, every day
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Sponsor Posts Fast, affordable law for startups — Soxton automates startup legal so founders can move faster and sleep better. We handle incorporation, advisor, employment and commercial contracts. Join the waitlist for early access! Stop vibe coding analytics — Equals AI turns questions about your business into auditable spreadsheet models and dashboards.
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* European ISPs urge the EU to hold rightsholders financially liable for taking down innocent websites * Aggressive anti-piracy blocking in Italy, Spain, France has caused widespread collateral damage * EuroISPA warns that extending blocking orders to DNS and VPN providers is technically flawed and legally disproportionate Aggressive site blocking by copyright holders
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Google is upgrading its AI image generation capabilities today with the debut of Nano Banana 2 (NB2) Lite, an optimized model built for rapid execution and tight infrastructure budgets. Technically designated as Gemini 3.1 Flash-Lite Image on Google's application programming interface (API), NB2 Lite is positioned as
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Sponsor Posts Fast, affordable law for startups — Soxton automates startup legal so founders can move faster and sleep better. We handle incorporation, advisor, employment and commercial contracts. Join the waitlist for early access! Stop vibe coding analytics — Equals AI turns questions about your business into auditable spreadsheet models and dashboards.
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Choosing the threshold of an alert policy can be a headache. You have to analyze historical data, aggregate it into semantically meaningful time series, and choose a threshold that matters. If the workload grows, your previously set static threshold might become too low, and your alert might fire too frequently.
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The Trump administration wants a useful quantum computer in two years. Microsoft wants one in three. Independent researchers cry hype. by Sophia Chen Jun 30, 2026, 4:00 PM UTC To this day, we have yet to see a quantum computer conclusively perform a single useful task. Existing machines are
