AI Use Cases
How Software Development Really Works I’ve been developing software for 40 years. I’m mostly self-taught and because of that (and my personality), I’ve spent a lot of time thinking about the process of developing software, not just the code. While most of my software development has been
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Last April, Tina He asked a deceptively simple question that still echoes when we consider agent math: What happens when AI agents become your primary users? That question opened a clear line of inquiry. If AI agents are the ones clicking buttons, reading documents, and deciding what APIs to call,
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AI Math doesn’t have to guess. See how reliable, deterministic calculation unlocks real AI workflows like ROI analysis, what-if modeling, and scenario planning.
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In July 2025, Anthropic announced a new enterprise offering: Claude for Financial Services. It’s a natural evolution of where generative AI is heading. Smarter interfaces for domain-specific reasoning, tuned for the complex, regulated world of financial institutions. Banks, asset managers, insurers, and fintechs all have similar goals: interpret a
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LLMs Are Powerful — But Unreliable for Math Large Language Models (LLMs) have unlocked a new era of productivity: summarizing documents, generating code, writing policy memos, and answering complex questions with ease. But when it comes to mathematical reliability, their probabilistic nature becomes a liability. A new study by IBM Research