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How to Turn Your LLM Prototype into a Production-Ready System Towards Data Science

How to Turn Your LLM Prototype into a Production-Ready SystemTowards Data Science The most famous applications of LLMs are the ones that I like to call the “wow effect LLMs.” There are plenty of viral LinkedIn posts about them, and they all sound like this: “I built [x] that does [y] in [z] minutes using AI.” Where: If you notice carefully, the focus of the sentence is
The post How to Turn Your LLM Prototype into a Production-Ready System appeared first on Towards Data Science.

 The most famous applications of LLMs are the ones that I like to call the “wow effect LLMs.” There are plenty of viral LinkedIn posts about them, and they all sound like this: “I built [x] that does [y] in [z] minutes using AI.” Where: If you notice carefully, the focus of the sentence is
The post How to Turn Your LLM Prototype into a Production-Ready System appeared first on Towards Data Science. Read More  

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HTB AI Range offers experiments in cyber-resilience training AI News

HTB AI Range offers experiments in cyber-resilience training AI News

HTB AI Range offers experiments in cyber-resilience trainingAI News The cybersecurity training provider Hack The Box (HTB) has launched the HTB AI Range, designed to let organisations test autonomous AI security agents under realistic conditions, albeit with oversight from human cybersecurity professionals. Its goal is to help users assess how well AI, and mixed human–AI teams might defend infrastructure. Vulnerabilities in AI models add
The post HTB AI Range offers experiments in cyber-resilience training appeared first on AI News.

 The cybersecurity training provider Hack The Box (HTB) has launched the HTB AI Range, designed to let organisations test autonomous AI security agents under realistic conditions, albeit with oversight from human cybersecurity professionals. Its goal is to help users assess how well AI, and mixed human–AI teams might defend infrastructure. Vulnerabilities in AI models add
The post HTB AI Range offers experiments in cyber-resilience training appeared first on AI News. Read More  

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How confessions can keep language models honest OpenAI News

How confessions can keep language models honestOpenAI News OpenAI researchers are testing “confessions,” a method that trains models to admit when they make mistakes or act undesirably, helping improve AI honesty, transparency, and trust in model outputs.

 OpenAI researchers are testing “confessions,” a method that trains models to admit when they make mistakes or act undesirably, helping improve AI honesty, transparency, and trust in model outputs. Read More  

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Discover the AI Tools Fueling the Next Cybercrime Wave — Watch the Webinar The Hacker Newsinfo@thehackernews.com (The Hacker News)

Remember when phishing emails were easy to spot? Bad grammar, weird formatting, and requests from a “Prince” in a distant country? Those days are over. Today, a 16-year-old with zero coding skills and a $200 allowance can launch a campaign that rivals state-sponsored hackers. They don’t need to be smart; they just need to subscribe […]

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Microsoft Silently Patches Windows LNK Flaw After Years of Active Exploitation The Hacker Newsinfo@thehackernews.com (The Hacker News)

Microsoft has silently plugged a security flaw that has been exploited by several threat actors since 2017 as part of the company’s November 2025 Patch Tuesday updates, according to ACROS Security’s 0patch. The vulnerability in question is CVE-2025-9491 (CVSS score: 7.8/7.0), which has been described as a Windows Shortcut (LNK) file UI misinterpretation vulnerability that […]

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Brazil Hit by Banking Trojan Spread via WhatsApp Worm and RelayNFC NFC Relay Fraud The Hacker Newsinfo@thehackernews.com (The Hacker News)

The threat actor known as Water Saci is actively evolving its tactics, switching to a sophisticated, highly layered infection chain that uses HTML Application (HTA) files and PDFs to propagate via WhatsApp a worm that deploys a banking trojan in attacks targeting users in Brazil. The latest wave is characterized by the attackers shifting from […]