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Building AI That Actually Works: From Use Cases to Foundations
Many organizations invest heavily in AI, yet struggle to realize value.
The reason is simple: AI is a system, not a tool, and systems require strong foundations.
By Data Tribes | Source: Data Tribes | Posted: 1/4/2026
Microsoft ‘Promptions’ fix AI prompts failing to deliver
Microsoft’s Promptions is an open-source UI framework that reduces AI prompt trial-and-error by replacing free-text requests with dynamic, selectable options that clarify user intent.
How AI Can Help Unlock a Clean-Energy Future
AI isn’t just energy-hungry it can also be a powerful ally in the clean-energy transition. When applied thoughtfully, it helps optimize how we generate, store, and use power, ultimately supporting a smarter and more sustainable future.
By Nancy W. Stauffer | Source: MIT News | Posted: 11/26/2025
Workers Don’t Trust AI. Here’s How Companies Can Change That
Why don’t workers trust AI? Discover five actionable strategies to close the trust gap between your people and the technologies shaping their future — from co-creation to upskilling and beyond.
By Ashley Reichheld, Christina Brodzik, Anne-Claire Roesch, Greg Vert and Ryan Youra | Source: Harvard Business Review | Posted: 11/8/2025
Meta Raises Its Spending Forecast on A.I. to Above $70 Billion
Meta has raised its 2025 capital spending forecast to over $70 billion, largely for A.I. research and data center expansion, signaling continued heavy investment into artificial intelligence through 2026. Despite strong ad revenue growth, Meta’s profits fell due to a major tax charge, and its stock dropped after the announcement. CEO Mark Zuckerberg reaffirmed his goal to make Meta a leading A.I. company, following major organizational changes and new leadership in its A.I. division.
Companies Are Pouring Billions Into A.I. It Has Yet to Pay Off
Companies are investing heavily in AI to improve efficiency and gain a competitive edge, but real financial returns remain limited. While AI enhances certain workflows, its overall impact on profitability is still modest.