Trustworthy AI

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AI reflects the people who build it

Today, your life is being affected by decisions made by AI and machine learning systems. These technologies influence everything from hiring and lending decisions to the content you see online.   When those decisions produce harmful outcomes, many people worry about the technology itself. But the greater risk beyond AI becoming […] The post AI reflects […]

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Why AI projects fail before the model ever runs

AI readiness is often framed around models, technology and talent. In practice, it starts with something more fundamental: trusted data. Without clean, integrated and governed data, even the most sophisticated AI systems can produce unreliable results and erode confidence across the business. I often meet with data industry professionals and […] The post Why AI

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From predicting risk to changing behavior: Rethinking medication adherence with agentic AI

Medication non‑adherence remains one of health care’s most persistent and expensive challenges. Across chronic conditions, only about half of patients take medications as prescribed, even when effective treatments are available. The consequences are significant: disease progression, avoidable hospitalizations, increased mortality, and hundreds of billions of dollars in preventable health care […] The post From predicting

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SAS Innovate 2026 Day 2: Where trusted AI meets real-world decisions

If Day 1 asked what organizations should scale with AI, Day 2 showed what that looks like when trusted technology, industry expertise and human judgment come together in the moments that matter. Day 2 of SAS Innovate 2026 moved quickly from vision to application. Across banking, health care and life […] The post SAS Innovate

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Human ingenuity is still the engine behind AI

There’s a question floating around in many conversations, leadership meetings, hiring decisions, at home and in the way companies are quietly restructuring. Most people aren’t saying it directly, but it’s there. SAS CTO Bryan Harris did say it directly at SAS Innovate 2026, which set the stage for this genuinely […] The post Human ingenuity

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Overcoming the AI trust dilemma: Key strategies for public sector leaders

Few words stir both excitement and fear quite like AI. Similar to a carnival rollercoaster, some people lean into the thrill, while others clutch their safety bar. The promise of AI seems limitless, but so does the risk of going off the rails. This dynamic is playing out across government, […] The post Overcoming the

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When risk moves faster: What government procurement needs next

It’s 5:05 p.m., and a procurement analyst is staring at a new 47-event alert with no clear sense of which flags are truly high-risk. Across the hall, a compliance lead has just uncovered a low-risk event that sat untouched in a queue for 19 days. These moments capture a broader […] The post When risk

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Agentic AI in health care and life sciences: autonomy, accountability and the architecture of trust

With all the change that’s happened in the past decade, a few key things remain the same across health care and life sciences. Clinical trials remain the engine behind every new therapy, care delivery systems determine whether patients receive timely and effective treatment and health care payers must steward finite […] The post Agentic AI

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AI risk is not a black swan – it’s a flock of grey swans

We see headlines about misbehaving chatbots, fictitious reports, and systemic fairness issues. Yet AI risks are neither unexpected nor unforeseeable. They stem from a combination of well-known but underestimated risks across ethics, data security and legal topics. These are not black swans, but grey swans. Recognizing this shift in perspective […] The post AI risk

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Trust and talent: The foundation for responsible AI adoption

Every so often, new technology hits like an earthquake. It starts with faint rumblings, then suddenly creates an irreversible shift in the landscape. Social media was one of those moments. What began as an experiment quickly became a cultural engine, reshaping how we communicate, consume information and do business. Its […] The post Trust and

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