In April 2025, Microsoft released an update to Copilot Enterprise designed to enhance productivity. It introduced a live Python sandbox powered by Jupyter Notebook, a dream feature for developers who want to execute and test code seamlessly. But that dream quickly turned into a cautionary tale.
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High Scores, Low Trust: Rethinking AI Evaluation
With any technology, especially those that are emerging and unfamiliar, decision-makers rely on benchmarks to evaluate solutions. But when it comes to AI benchmarks, we see a lot of hype and uncertainty. And while that might not matter to your average consumer, it’s a very big problem for enterprise decision-makers considering AI solutions.
5 Bold Takes on Google’s AI-Powered Coding Terminal – Gemini CLI
Google recently dropped Gemini CLI, a new natural language AI assistant for your terminal that marks a deep change in how developers interact with tools.
Gemini in the Classroom: Google’s Bold Play to Lead the EdTech AI Race
This article analyzes how Google’s Gemini AI is becoming deeply integrated into classroom environments. It looks at how it is changing the way teachers work and how students learn. The goal is to reflect on the risks, opportunities, and long-term effects of this change.
The Data You Didn’t Share: How AI Still Profiles You Through Others
You’ve locked down your social media, disabled ad tracking on your phone, and maybe even stopped sharing location data. Yet somehow, you still get eerily personalized ads and recommendations.
The Tech Career Catch-22: How AI Reshapes the Tech Global Workforce
AI tools are changing the rules of tech careers. On one hand, they make it easier for newcomers to land roles by accelerating learning, automating tasks, and enabling polished output with less experience. On the other, they force experienced professionals to keep evolving as automation reshapes what expertise looks like.
Search Live Is Here: Will It Make Google Smarter or Just More Confusing?
Google is changing the way you search—again. This time, it’s with Search Live, a new AI-powered tool that lets you talk to Search and get instant spoken answers.
Apple is Considering a Perplexity Purchase. What Would that Mean?
Apple is reportedly exploring an acquisition of Perplexity AI, a fast-growing startup known for its conversational, citation-based search engine. This piece will examine how such a deal could reshape Apple’s AI trajectory, particularly in Siri, Safari, and its broader device ecosystem.
The Over-Automation Dilemma: How to Strike a Balance Between AI Use and Over-Dependency
Automation is impressive, right? It can save tons of time, make operations smoother, and, in some cases, cut costs. But like a recipe with too much salt, overdoing it on automation can ruin the whole dish. It’s not just about making things easier—it’s about making them better.
Winning the AI Race Won’t Mean Winning the Future
This op-ed targets tech-savvy readers, policymakers, digital strategists, and curious internet users interested in the future of artificial intelligence. The piece aims to challenge the common view of the AI race as a cutthroat competition and instead offers a perspective that emphasizes collaboration, shared values, and long-term safety.
AI vs AI: The New Digital Arms Race
Artificial intelligence is doing more than just helping us; it’s interacting with itself. As autonomous AI systems increasingly collaborate, compete, or even confuse each other, the ripple effects are showing up in business, cybersecurity, finance, and technology. Here’s why that matters, and what leaders need to know.
Why Meta’s Stake in Scale AI Might Be Smarter Than It Seems
When Facebook’s parent company, Meta, announced it was investing a massive $14.8 billion in a company called Scale AI, the tech world erupted. Critics immediately cried foul, politicians demanded investigations, and headlines screamed about another tech giant trying to monopolize the future.