Data & Reports
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The 10% Problem: AI's Value Gap Is Wider Than Anyone Is Admitting
/ The most monumental technology of our generation is concentrating its benefits at the top — and may be eroding cognitive capacity everywhere else. Brittany Hobbs | 1mo ago
Stanford's AI Index Proves the US Can't Buy Its Way to an AI Lead
/ The US invests 23 times more in private AI than China. The performance gap between their best models is 2.7 percent. The money is not working. Brittany Hobbs | 1mo ago
Stanford's 2026 AI Index Just Dropped. Here Are the Numbers Product Leaders Need.
/ The most comprehensive annual AI report reveals a field racing ahead of its guardrails. Adoption at 88%, junior developer employment down 20%, AI incidents up 55%, and transparency scores falling. Brittany Hobbs | 1mo ago
The Internet Is Being Re-Intermediated. Adobe's Data Shows How Fast.
/ AI traffic to retail grew 393% in Q1. AI-referred shoppers now convert 42% better than search. The 25-year path from search box to purchase is being permanently rerouted. Brittany Hobbs | 1mo ago
97% of Executives Deployed AI Agents. Only 29% See ROI. The Gap Is the Story of 2026.
/ Writer's survey of 2,400 global workers reveals the widest deployment-to-value gap in enterprise AI history — and 60% of companies plan to lay off employees who won't adopt. Brittany Hobbs | 1mo ago
The Agentic Era: What AI Agents Are, How They Change Work, and Why 94% of Organizations Aren't Ready
/ AI went from chatbot to assistant to autonomous agent in three years. Only 6% of organizations have fully deployed any kind of agent. Here's what the gap means. Arpy Dragffy | 2mo ago
Chief AI Officer Hirings Hit Record in Q1 as Enterprise AI Budgets Tighten
/ HSBC appointment caps a quarter with at least 47 new CAIO roles, even as Forrester forecasts 25% of 2026 AI spending will be deferred. Brittany Hobbs | 2mo ago
Gartner Says 40% of Agentic AI Projects Will Fail. They're Underselling It.
/ The real failure rate is higher, and the reason isn't what the analysts think. Arpy Dragffy | 2mo ago
HSBC's Chief AI Officer Starts This Week. So Do 46 Others. Most Will Quit Before 2028.
/ The structural problems facing the Q1 2026 CAIO wave are visible in public data. The role as currently designed does not match the assignment. Brittany Hobbs | 2mo ago
Four Enterprise Agentic AI Failures Disclosed in Q1 as Gartner Warns 40% Cancellation Rate
/ AWS, Microsoft, monday.com, and Crypto.com incidents concentrated in the same quarter as analysts raised cancellation forecasts. Arpy Dragffy | 2mo ago
Why AI Capability Is No Longer Defensible — and What Product Teams Should Build Instead
/ Inference costs fell 78% in 2025. Frontier model development dropped from $100M to $30. When everyone has the same engine, the only question is: what can you defend? Arpy Dragffy | 2mo ago