LLMs need a different approach to reliability
In this webinar clip, Alex Nauda, CTO of Nobl9, explains how LLMs are non-deterministic, which means you need to shift how you monitor the reliability of your AI systems.
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Gemini 3 beaks OpenAI's long-standing lead in SRE tasks
A major shift just hit SRE-focused AI. Gemini 3 Pro edged out OpenAI’s models and outperformed them across every single SRE task we tested. In this Rootly AI Labs episode, Sylvain Kalache and Laurence Liang break down.
How AI Is Transforming Deal Flow Management in Private Markets
Good investors know that the true marginal benefit isn't more data, but meaningful clarity. This is why Warren Buffett said that 'The difference between successful people and really successful people is that really successful people say no to almost everything.' This should not be missed: the power of focus and staying focused can make investors more money. Private markets are noisier than ever, and staying focused is harder. Deal sourcing has exploded, cycles run longer, competition is tighter, and legacy tools slow teams down at the exact moment they need momentum.
Enabling the Puppet Infra Assistant MCP Server for Code Assist
Unlock the full potential of your Puppet infrastructure with this quick guide on enabling the Puppet Infra Assistant MCP Server for Code Assist. In just 2 minutes, learn how to streamline your coding process and enhance your development workflow. Whether you're a seasoned developer or just starting with Puppet, this video provides easy to follow steps to get you up and running. TIMESTAMPS Subscribe at @PerforcePuppet Website: puppet.com LinkedIn: /perforce-puppet.
Cortex Wrapped 2025: The Year of AI Excellence
Every December, Spotify launches its infamous Wrapped campaign, which sends millions of users into a frenzy about their listening habits. They become pseudo data scientists and analyze how frequently they listen to their guilty pleasures, their kids' terrible playlists, or the music they love that nobody else has heard of yet. We love this tradition, so we're bringing it to Cortex.
Digital Advertising Trends That will Shape 2026: AI Buys Ads, Retailers Rule, Cookies Die, and More
Digital advertising crossed $1 trillion in 2025, but the story isn't the milestone; it's who controls the spend. Programmatic buying now captures 83% of all digital ad dollars, retail media networks are racing toward $200 billion, and AI systems have stopped taking orders and started making decisions.
Enhancing IT Efficiency with AI #shorts
AI improves IT team efficiency by connecting help desk issues to larger patterns. It identifies recurring problems across different users and locations, which enhances problem-solving and speeds up response times. This capability has a significant effect on overall operational effectiveness.
What the Octopus Can Teach Us About AI (w/ Steve Wunker)
Tim and Tom sit down with Steve Wunker — Managing Director of New Markets Advisors, author, and early pioneer of the smartphone — to explore the big ideas behind his latest book, AI and the Octopus Organization. Steve breaks down why AI shouldn’t just “bolt onto” old processes, how distributed intelligence reshapes the firm, and what leaders can learn from one of nature’s most adaptable creatures. From organizational plasticity to the changing role of middle managers, Steve offers a pragmatic roadmap for thriving amid rapid AI-driven transformation.
Cortex Wrapped 2025: The Year of AI Excellence
This year, Cortex users shipped faster, measured smarter, and proved what's possible when you give teams the right tools to understand their systems. Here's what 2025 looked like across the platform.
AI Maturity
Learn how Cortex helps engineering organizations unlock AI excellence by measuring, standardizing, and improving how teams adopt and use AI coding assistants like GitHub Copilot, Cursor, and Claude. Cortex enables organizations to mature their AI practices—not just adopt AI tools, but adopt them safely, consistently, and with measurable engineering impact. What you’ll learn in this video.