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Insights on AI, machine learning, and technology strategy
Industry Insights·
Claude's +61% Traffic Jump Went Unreported. That Should Tell You Something.
While the AI industry obsessed over benchmark scores, Anthropic's Claude quietly added tens of millions of monthly visits. Real adoption data tells a different story than leaderboard rankings.
5 min read
Industry Insights·
GPT-5.4's Context Window Problem: What Your ChatGPT Subscription Actually Gets You
GPT-5.4 offers 1M tokens via API but only 32K on ChatGPT Plus. Here is what the context window gap means for real business tasks and when it actually matters.
7 min read
Industry Insights·
Speed as the Product: GPT-5.4, a Principled Exit, and the Governance Bill Coming Due
OpenAI dropped GPT-5.4 the same week its head of robotics quit over the Pentagon deal. Broadcom's $100B chip forecast and Block's 4,000 AI layoffs round out a week where acceleration itself became the story.
3 min read
Industry Insights·
The Gap Is 61 Points. Anthropic Is Now Running an Early-Warning System to Watch It Close.
Anthropic's new labor market research introduces 'observed exposure' — a metric that separates what AI can theoretically do from what workers are actually using it for. In software and data roles, that gap is 61 percentage points. The framework is designed to detect displacement before unemployment data shows it.
4 min read
Industry Insights·
AI Brain Fry Is Real — Here's How to Avoid It at Your Small Business
A new Harvard Business Review study finds AI tools can cause cognitive overload — not just productivity gains. Here's what small business owners need to know to get the benefits without the burnout.
5 min read
Industry Insights·
Grammarly Named The Verge's Editor-in-Chief as an AI Reviewer. Nobody Asked Him.
Grammarly's Expert Review feature has been generating AI writing feedback under the names of real journalists, editors, and deceased academics — without their knowledge or consent. If your team uses Grammarly Business, that feedback ran through your documents too.
4 min read
Industry Insights·
Perplexity Computer Runs 19 AI Models at Once. Here is Why Small Businesses Should Care.
Perplexity just launched Computer, a system that orchestrates 19 frontier AI models to handle complex workflows end to end. For small businesses already juggling multiple AI tools, this points to where productivity is heading.
5 min read
Small Business AI·
Criteo Just Became ChatGPT's First Ad Partner — Here's What That Means for Your Business
Criteo's integration with ChatGPT turns AI chat into a shopping channel. Small businesses that move now get first-mover pricing and less competition.
4 min read
Small Business AI·
Claude Code Scheduled Tasks Are Live. Here Is What They Mean for SMB Dev Teams.
Anthropic shipped scheduled tasks in Claude Code. For small businesses with development teams, this turns an AI coding assistant into a lightweight automation layer for monitoring, maintenance, and reporting.
4 min read
Industry Insights·
The $8 Trillion AI Commerce Forecast Nobody's Stress-Testing
ARK Invest projects AI agents will facilitate $8 trillion in online commerce by 2030. The number is probably achievable. The infrastructure layer required to get there is barely in production — and most coverage skipped it entirely.
4 min read
Industry Insights·
Anthropic's 60% Cost Lead Went Unreported. OpenAI's Pentagon Fracture Was Everywhere.
The story every outlet chased today was OpenAI's robotics head resigning over the Pentagon deal. The story that will actually affect your vendor contracts is Anthropic's 30-60% compute cost advantage over OpenAI — and why it compounds.
5 min read
Industry Insights·
AI Ran for Six Hours on a DOS Binary and Came Out With Rust: What That Means for Your Old Software
OpenAI's Codex 5.4 spent six hours reverse engineering a DOS game from a compiled binary — no source code, no docs. The implications for small businesses sitting on undocumented legacy software are significant.
3 min read
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