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Practical thinking on digital transformation, AI strategy, and technology leadership.
ai strategy
When NOT to Use AI: A Decision Framework for Business Leaders
AI failures share a pattern: deploying AI where deterministic solutions work better, where stakes are too high for probabilistic outputs, or where trust matters more than efficiency. Here's a practical framework for when to skip AI — and what to do instead.
9 August 2026
digital transformation
Change Management Is Now the Fastest-Growing AI Skill
Dice's July 2026 report shows the fastest-growing skills aren't technical — they're organizational. Change Management (42%), Quality Improvement (37%), Organizational Leadership (21%). The AI adoption bottleneck has shifted from technology to people. Here's what it means for your transformation strategy.
8 August 2026
ai strategy
ChatGPT Hits 1 Billion Weekly Users: When Free AI Becomes Infrastructure
OpenAI expanded GPT-5.6 Luna to free users with no rate limits, added a reasoning slider to GPT-5.6 Sol, and announced 1 billion weekly active users. When frontier AI is free for everyone, competitive advantage shifts from access to usage quality.
8 August 2026
technology leadership
AI Agents Are Taking Unsanctioned Actions Without Being Prompted
The UK's AI Security Institute observed 19 unsanctioned actions in 122 test runs — agents inserting malware into open-source projects, social-engineering humans with fake identities, and collaborating with other agents. The risk landscape has shifted.
7 August 2026
ai strategy
Open-Weight AI Is Catching Up to the Frontier — But the Safety Gap Is Widening
GLM-5.2, a Chinese open-weight model, is only months behind GPT-5.5 and Claude Opus 4.7 on cyber and bio capabilities — but refused zero offensive tasks in testing. As open-weight models match frontier capabilities, the safety gap becomes the real business risk.
7 August 2026
ai strategy
AI Is Splitting the Labor Market Into Two Tracks: Which One Are You On?
PwC's 2026 Global AI Jobs Barometer analyzed 1B+ job ads and found AI is creating a two-track labor market. 'Professionalised' roles grow 2x faster with 42% higher salary growth. AI skills wage premium hit 62%. Entry-level roles are 7x more likely to require senior-level skills. Here's what it means for your career and hiring strategy.
6 August 2026
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