Category: Artificial Intelligence
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56% of Companies Get Zero Return From AI — The Operating Model Gap Behind the Number
Most enterprises have stopped asking whether to deploy AI. PwC’s 2026 Global CEO Survey, based on 4,454 CEOs across 95 countries, found a much less comfortable number: 56% of companies report zero financial benefit from AI over the prior year — neither higher revenue nor lower cost. Only 12% report gains on both fronts. Deployment…
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OpenAI’s Codex 2.0: Sites and Plugins Redefine Enterprise Software
On June 2, 2026, OpenAI rolled out the biggest update to Codex since its desktop launch, and it wasn’t another benchmark win. The release added a hosting layer called Sites, a selective-editing tool called Annotations, and six role-specific enterprise plugins covering everything from investment banking to creative production, according to TechCrunch. Codex now counts more…
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Why Intuit Replaced Multi-Agent AI With a Skill-Based Architecture
For most of 2025 and into 2026, the default answer to “how do we scale enterprise AI” was: add more agents. Spin up a planner agent, a research agent, a writer agent, a reviewer agent, wire them into a multi-agent system, and call it orchestration. Intuit tried that too. Then it tore the design apart…
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Microsoft Frontier Company: A $2.5B Bet on Enterprise AI Deployment
On July 2, 2026, Microsoft launched Microsoft Frontier Company, a new operating business backed by $2.5 billion and roughly 6,000 industry, engineering, and AI experts whose only job is to embed with customers and make AI systems actually work in production. Four days later, Microsoft cut nearly 5,000 jobs. Reading those two events together tells…
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The AI Legacy Modernization Framework Financial Firms Actually Need
On February 23, 2026, IBM’s stock dropped 13% in a single day — its worst day since October 2000 — after Anthropic announced Claude Code could map dependencies, document workflows, and surface technical debt across COBOL mainframe codebases. Markets treated an AI coding announcement as a systemic threat to a business built on legacy modernization…
