AI decisions without the noise. Clear thinking for leaders navigating AI. https://a-eyelevel.com en Tue, 07 Apr 2026 10:34:49 GMT https://a-eyelevel.com/articles/ai-case-study-effect/ A field experiment by INSEAD and Harvard Business School gave 515 startups identical AI resources. Half also saw how other companies reorganized production around AI. That single difference produced 44% more AI use cases, 1.9x higher revenue, and 39.5% less capital demand. But the gains concentrated at the top 10%, revealing that the bottleneck in AI adoption is not the technology but the ability to discover where it creates value. Tue, 07 Apr 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-case-study-effect/ https://a-eyelevel.com/articles/ai-measurement-gap/ Goldman Sachs found no economy-wide productivity link to AI, but 30% gains in teams that actually measured specific use cases. The difference between the companies seeing ROI and the ones concluding AI doesn't work is not the technology. It's whether they're measuring the right thing. Mon, 06 Apr 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-measurement-gap/ https://a-eyelevel.com/articles/ai-layoffs-debt-not-ai/ Oracle is cutting up to 30,000 jobs while carrying $124 billion in total debt and a $2.1 billion restructuring charge. Meta is trimming departments furthest from AI while doubling infrastructure spending to $135 billion. When vendors call layoffs 'AI transformation,' the balance sheet usually tells a different story. Sun, 05 Apr 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-layoffs-debt-not-ai/ https://a-eyelevel.com/articles/ai-model-decisions/ Anthropic went from 12% to 40% of enterprise AI spend in two years while OpenAI dropped from 50% to 27%. Gartner projects inference costs will fall 90% by 2030. When both features and price converge, the companies that hold an advantage are the ones with a structured decision framework, not the ones that picked the right model. Fri, 03 Apr 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-model-decisions/ https://a-eyelevel.com/articles/cfo-layoff-paradox/ A survey of 750 U.S. CFOs found that 44% plan AI-related layoffs this year, roughly 502,000 positions. Goldman Sachs found no measurable link between AI adoption and productivity gains. The gap between the two reveals a decision-making pattern worth examining before your next headcount review. Thu, 02 Apr 2026 00:00:00 GMT https://a-eyelevel.com/articles/cfo-layoff-paradox/ https://a-eyelevel.com/newsletter/issue-3/ McKinsey deployed 25,000 AI agents alongside 40,000 humans and cut 25% of back-office roles. Zuckerberg is building an AI deputy to bypass his own management layers. Two very different companies reached the same conclusion: the structure is the constraint, not the technology. Thu, 02 Apr 2026 00:00:00 GMT https://a-eyelevel.com/newsletter/issue-3/ https://a-eyelevel.com/articles/zuckerberg-ai-deputy/ Mark Zuckerberg is building an AI agent to help him run Meta, not to replace anyone but to bypass the organizational layers between him and the data he needs. Meta already has 30% productivity gains from internal AI tools. Here is what this reveals about the information gap every CEO faces, and how to start closing it. Wed, 01 Apr 2026 00:00:00 GMT https://a-eyelevel.com/articles/zuckerberg-ai-deputy/ https://a-eyelevel.com/articles/mckinsey-half-ai-workforce/ McKinsey now runs 25,000 AI agents alongside 40,000 humans, up from 3,000 eighteen months ago. Their 25-squared strategy, grow client-facing roles by 25% while cutting non-client-facing roles by 25%, offers a structural template that most organizations have not started thinking about. Here is why consulting was the easy case, and what makes your version harder. Tue, 31 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/mckinsey-half-ai-workforce/ https://a-eyelevel.com/articles/ai-commerce-shift/ Shopify activated AI storefronts for millions of merchants without asking. Amazon and Google are building similar capabilities. Your CRM, cloud, and SaaS vendors are making the same moves. Here is what changed, why it matters, and how to audit your own vendor stack. Mon, 30 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-commerce-shift/ https://a-eyelevel.com/articles/mira-murati-ai-talent-power/ Mira Murati left OpenAI and raised $2 billion before shipping a product. Meta offered more than $1 billion to poach a single engineer from her team. Albania rewrote its national budget to invest in her startup. Her story is a case study in a market where capital follows people, not products. Sun, 29 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/mira-murati-ai-talent-power/ https://a-eyelevel.com/articles/google-turboquant-cost-shift/ Google published a research paper showing AI models can run on one-sixth of the memory they currently need, and independent engineers confirmed the results hold. Here is what it means for every company budgeting for AI infrastructure. Fri, 27 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/google-turboquant-cost-shift/ https://a-eyelevel.com/articles/openai-sora-kill-decision/ OpenAI shut down Sora six months after launch, walking away from 9.6 million downloads and a $1 billion Disney deal. The reason was not that Sora failed. It was that every GPU running video generation was a GPU not running ChatGPT. For any company managing multiple AI initiatives, the question Sora forces is the one most dashboards never ask: what else could these resources be doing? Thu, 26 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/openai-sora-kill-decision/ https://a-eyelevel.com/newsletter/issue-2/ BCG and UC Riverside studied 1,488 workers and found a tipping point: productivity gains from AI tools collapse at four or more. The cost is 39% more errors, 33% more decision fatigue, and a third of your best people planning to quit. The question isn't how many tools you've deployed. It's how many your people can actually absorb. Thu, 26 Mar 2026 00:00:00 GMT https://a-eyelevel.com/newsletter/issue-2/ https://a-eyelevel.com/articles/700b-ai-infrastructure-bet/ The four largest cloud providers are investing close to $700 billion in infrastructure in 2026, nearly double last year. Goldman Sachs projects $1.15 trillion in combined spending from 2025 through 2027. For every company running AI tools on cloud infrastructure, these numbers set the floor: what models you can run, how fast, and at what price. Wed, 25 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/700b-ai-infrastructure-bet/ https://a-eyelevel.com/articles/ai-house-of-cards-chokepoints/ $1.5 trillion in AI capital commitments assume four physical things will keep working: energy, chips, submarine cables, and raw materials. In March 2026, three of the four are under simultaneous stress. A viral sketch widely attributed to Elon Musk captured it in one image: a tower of tech buzzwords balanced on one thin pillar called the Strait of Hormuz. Tue, 24 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-house-of-cards-chokepoints/ https://a-eyelevel.com/articles/silent-empathy-effect/ A preregistered study of 968 people found almost no relationship between feeling empathic and communicating empathy. People who scored high on standard empathy scales performed no better than those who scored low. The researchers call it the silent empathy effect. A single AI coaching session closed the gap by nearly a full standard deviation. Mon, 23 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/silent-empathy-effect/ https://a-eyelevel.com/articles/ai-hiring-freeze-paradox/ Corporate America has eliminated 1.17 million jobs to fund AI. But 80% of organizations have deployed AI while only 20% have redesigned how work actually gets done. The gap between investment and structure is where most AI budgets go to die. Sun, 22 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-hiring-freeze-paradox/ https://a-eyelevel.com/articles/anthropic-81k-ai-survey/ Anthropic's 80,508-person study across 159 countries reveals the real AI adoption challenge: the average user holds 2.3 fears about the same technology they say is working. The contradiction lives inside the same person. Fri, 20 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/anthropic-81k-ai-survey/ https://a-eyelevel.com/articles/physical-ai-funding-signal/ Venture capital in robotics and physical AI hit $14 billion in 60 days, matching all of 2025. The companies raising the biggest checks aren't hardware leaders. They're data companies that happen to build robots. Thu, 19 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/physical-ai-funding-signal/ https://a-eyelevel.com/newsletter/issue-1/ BCG surveyed 2,360 executives and found CEOs doubling AI budgets while half believe their careers depend on the results. The difference between winners and the rest isn't budget size. It's whether the money builds autonomy or deepens dependency. Thu, 19 Mar 2026 00:00:00 GMT https://a-eyelevel.com/newsletter/issue-1/ https://a-eyelevel.com/articles/ai-brain-fry-tipping-point/ BCG found the tipping point: at 3+ AI tools used simultaneously, productivity collapses. The workers hit hardest aren't the disengaged ones. They're the high performers. Wed, 18 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/ai-brain-fry-tipping-point/ https://a-eyelevel.com/articles/board-ai-reporting-gap/ 56% of CEOs report no significant financial benefit from AI. The problem isn't adoption. It's that nobody built a framework for reporting what AI actually produced. Tue, 17 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/board-ai-reporting-gap/ https://a-eyelevel.com/articles/build-for-ai/ McKinsey tested 25 factors. The single biggest predictor of AI profitability was workflow redesign. Not better models, not bigger budgets. Mon, 16 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/build-for-ai/ https://a-eyelevel.com/articles/agent-governance-gap/ 81% of companies plan to expand AI agents this year. Their scaling plans almost never mention governance. Sun, 15 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/agent-governance-gap/ https://a-eyelevel.com/articles/case-for-using-ai-less/ More AI is not always better AI. When cognitive dependency replaces cognitive effort, the advantage reverses. Thu, 12 Mar 2026 00:00:00 GMT https://a-eyelevel.com/articles/case-for-using-ai-less/