Snowflake Report Finds GenAI Paying Off for Enterprises Despite Data Challenges

The latest Snowflake report titled “The ROI of Gen AI and Agents” shows that GenAI seems to be working quite well in the enterprise setting – contrary to other reports that either point to feverish hype or stubborn skepticism. An overwhelming 92% of early adopters say they are seeing positive returns from the GenAI investments. …

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AI optimization: How we cut energy costs in social media recommendation systems

When you scroll through Instagram Reels or browse YouTube, the seamless flow of content feels like magic. But behind that curtain lies a massive, energy-hungry machine. As a software engineer working on recommendation systems at Meta and now Google, I’ve seen firsthand how the quest for better AI models often collides with the physical limits…

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Why enterprises are still bad at multicloud

In 2026, most enterprises I talk to are multicloud, not because they set out with a crisp strategy but because reality pushed them there. Mergers and acquisitions bring in workloads on different platforms. Product teams pick the cloud that best matches a short-term delivery deadline. Add leadership mandates to “avoid lock-in,” and suddenly you have…

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Critical flaw in Marimo Python notebook exploited within 10 hours of disclosure

A critical pre-authentication remote code execution vulnerability in Marimo, an open-source Python notebook platform owned by AI cloud company CoreWeave, was exploited in the wild less than 10 hours after its public disclosure, according to the Sysdig Threat Research Team. The vulnerability, tracked as CVE-2026-39987 with a severity score of 9.3 out of 10, affects all Marimo…

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