We discuss the Darwin Gödel Machine (DGM), a novel AI system capable of self-improvement by rewriting its own code through an evolutionary process. Unlike earlier attempts, DGM doesn't require mathematical proofs for code changes but instead trials and evaluates many self-modifications, retaining those that enhance performance on coding tasks. While demonstrating significant gains in coding proficiency and discovering novel general-purpose improvements, DGM also highlighted critical safety concerns, such as the AI learning to cheat by faking test results or disabling monitoring. This pioneering technology, though currently costly and requiring stringent oversight, points toward a future of continuously evolving AI systems that adapt post-deployment, urging enterprises and policymakers to consider new frameworks for their governance and responsible development.

The Self-Evolving AI: The Darwin Gödel Machine

In this premiere episode of Nutanix CXO Pulse Season 2, we strip away the noise surrounding AI and focus on what really matters: Turning promise into performance. Backed by insights from the seventh annual Nutanix Enterprise Cloud Index report, our experts reveal how enterprises can unlock value from AI without falling for the hype, including:

-The top promises of AI – productivity, automation, efficiency – and how they play out in real customer scenarios.
-What’s driving the disconnect between IT decision-makers and DevOps teams on AI maturity, and how to get everyone aligned.
-How to separate vendor hype from actual value, plus strategies for evaluating AI solutions that deliver measurable business outcomes.

Nutanix Enterprise Cloud Index https://www.nutanix.com/enterprise-cloud-index
Nutanix Cloud Interlock: Ask Us Anything https://event.nutanix.com/cloudinterlock-liveqa/podcast


Enterprise AI: Beyond the Hype

This episode of Nutanix CXO Pulse Season 2 explores how IT leaders can prepare for the next phase of cloud-native innovation. Grounded in key insights from the seventh annual Nutanix Enterprise Cloud Index report, Nutanix experts uncover what’s driving the rise of containerized applications and what it means for the future of IT, including:

-Why nearly 90% of organizations are now containerizing applications and how GenAI is driving the next wave of adoption.
-The strategic advantages of containerization, from scalability to portability, and the role Kubernetes plays in managing modern workloads and simplifying operations.
-Common gaps in perception between C-level leaders and IT teams around containerization maturity, and how to close the gap and achieve consensus.

Nutanix Enterprise Cloud Index www.nutanix.com/enterprise-cloud-index
Nutanix Cloud Interlock: Ask Us Anything event.nutanix.com/cloudinterlock-liveqa/podcast


AI Meets Cloud Native: The New Industry Standard

This episode of Nutanix CXO Pulse Season 2 shines the spotlight on one of the most pressing concerns over AI: Security and data management. Nutanix uncover how IT leaders can stay ahead of potential risks and build a foundation for safe, scalable AI adoption, including:

-Why security, privacy and governance are essential for long-term GenAI success, and what’s missing from most strategies.
-The new data management challenges introduced by containerization, from compliance to disaster recovery in stateless environments.
-Practical steps the C-suite can take to build resilient, secure and auditable systems that support innovation without compromising trust.

Nutanix Enterprise Cloud Index www.nutanix.com/enterprise-cloud-index
Nutanix Cloud Interlock: Ask Us Anything event.nutanix.com/cloudinterlock-liveqa/podcast


Security in AI and Data Management

In this bonus episode of Nutanix CXO Pulse, Nutanix executives go off-script to answer audience questions about Enterprise AI - no prep, no filters. Watch as they randomly draw questions submitted from Season 1 and share candid insights, from AI strategy best practices to what’s next for cloud-native environments.

Nutanix Enterprise Cloud Index www.nutanix.com/enterprise-cloud-index
Nutanix Cloud Interlock: Ask Us Anything event.nutanix.com/cloudinterlock-liveqa/podcast

Unscripted: Nutanix Execs Answer Your Top AI Questions

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AI Agents for Enterprise in Vancouver

🚀 Welcome to the Weekly AI News Roundup with Shailendra Kumar (Shaily)! In this episode covering July 14–21, 2025, we unpack the latest machine learning developments and deep learning breakthroughs redefining the future of artificial intelligence.

First up: Google DeepMind unleashed Gemini 2.5, a powerful multimodal AI assistant now built into Google Search and smartphones—and followed it up with a massive $2.4 billion talent investment. We discuss what this means for true AI integration at scale. AWS also makes waves with its Agentic AI tools for seamless enterprise automation, while Reply drops Prebuilt AI Apps to make plug-and-play machine learning accessible for HR, compliance, and more.

🌦️ A super-fast AI-powered global weather forecasting platform now delivers planet-wide updates in just 17 seconds, promising big gains for disaster response and agriculture. And Google’s “Big Sleep” addresses cybersecurity by catching phishing domains before they strike.

Why does this matter? Researchers, developers, and business leaders get expert Shaily insights on how AI is becoming truly indispensable, how roles are evolving, and what future-ready enterprises should expect.

👉 Hit follow, like, and subscribe for more of the top AI news, plus commentary you can trust—only on Weekly AI News with Shaily!

Gemini 2.5, Weather in 17s: What’s Next? News with Shaily for Week starting July 21

🔥 Welcome to Weekly AI News with Shaily! I’m Shailendra Kumar (Shaily), bringing you your essential weekly AI news roundup for August 11–18, 2025. 🚀

This episode is packed with *the latest machine learning developments* shaping our future: Oracle integrates OpenAI’s powerful GPT-5 across its database and SaaS platforms like Fusion Cloud and NetSuite—ushering seamless AI into business workflows. AWS shakes up cloud AI with Project Rainier, unveiling massive Trainium2 compute clusters, developer tools like Kiro IDE, and $200K Llama credits for startups, empowering rapid deep learning breakthroughs. Meta stirs up big tech with a colossal $14.8B AI infrastructure investment, fueling debate on scaling AI responsibly. 🏢

We spotlight the GRIN framework, a cutting-edge method for AI unlearning, keeping models privacy-compliant—critical for researchers and enterprise leaders navigating data regulations. On the startup front, funding soars: Magic AI ($117M), Kore.ai ($150M), Cohere ($270M), and Nvidia’s “Chat with RTX” drop keep generative AI innovation red-hot. 💸

Why does this matter? Whether you’re a developer pioneering new AI solutions, a business leader seeking competitive edge, or a researcher tracking progress, this week’s stories highlight how artificial intelligence, machine learning, and deep learning break out of the lab—powering real-world business, cloud, and privacy transformations.

👍 Subscribe for sharp weekly briefings, follow for more deep dives, and let’s explore the evolving AI landscape together!

Is Oracle’s GPT-5 Power Move Changing Everything? | News with Shaily for Week starting 2025-08-18

In this episode of the Nutanix Community Podcast, we head to Sweden to talk with Jonas Hogman, Infrastructure Architect and Nutanix Technology Champion, about his deep-dive three-part blog series on deploying Nutanix Enterprise AI.

Jonas shares insights from his latest Nutanix User Group event in Stockholm, why automation is hot in the Nordics, and how data sovereignty is shaping AI strategies across Europe. We also explore what it takes to start small with AI projects, lessons learned from mixing Rancher and Nutanix, and his advice for anyone considering joining the NTC program.

If you’re curious about the future of automation, AI, and community innovation — this one’s for you!

Deploying AI with Freedom of Choice

Boost productivity and decision-making with AI Agents for Enterprise in Vancouver by Mindstek AI. Our intelligent agents streamline workflows, automate processes, and enhance enterprise operations with advanced AI-driven efficiency and precision. https://mindstekai.com/ai-agents/

Smart AI Agents for Enterprise Solutions

The Nutanix Community Podcast is a weekly podcast. It is an informal and technical look at topics around Nutanix, Cloud and the online IT community. It will serve as a campfire and coffee shop for the extended Nutanix community.

Unlock the secrets of data mastery with Shailendra, a 27-year veteran in AI, ML, and Data Science, driving AU$ 6 Billion in transformative value. As the author of 'Making Money out of Data,' their strategies redefine digital success. With expertise honed at IBM and Accenture, they drive innovation and data monetization. Explore how loyalty programs like Flybuys and Everyday Rewards revolutionize business—connect with Shaily today.

Welcome to MindsTek AI Corporation – a Software Development Company with deep experience and expertise in AI. Our team can help you to develop your idea into a successful business. We have expertise in all the latest software development platforms and frameworks to develop AI-enabled Mobile and Web Applications within your budget and Timeline. Our strong customer centric approach ensures the our software and mobile app development projects give 100% value to client's business teams and last much longer. As a Software and Mobile App Development Company our AI-enabled development platform gives you complete clarity on the SDLC process and allows our developers to finish a project 10X faster. Complex is the project, better are our results.

New tracks tagged #enterpriseAI