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Insights on AI, machine learning, and technology strategy

IBM Lost $24 Billion in 4 Hours After AI Came for COBOL. Here is What Small Businesses Should Learn.
Industry Insights·

IBM Lost $24 Billion in 4 Hours After AI Came for COBOL. Here is What Small Businesses Should Learn.

Anthropic announced Claude Code can automate COBOL modernization. IBM stock crashed 10-12% in a single session, wiping $24.3 billion in market cap. If AI can dismantle a decades-old consulting moat overnight, what does that mean for small businesses still running legacy systems?

5 min read
Anthropic Just Studied Millions of AI Agent Interactions. Here Is What Businesses Should Learn.
Industry Insights·

Anthropic Just Studied Millions of AI Agent Interactions. Here Is What Businesses Should Learn.

Anthropic analyzed millions of real-world AI agent interactions and found a 'deployment overhang' -- models can handle far more autonomy than users give them. Software engineering dominates agent adoption at nearly 50 percent, while every other industry is barely getting started. The data tells a clear story about where AI agents are headed.

5 min read
Anthropic's Claude Code Security Found 500 Zero-Days That Traditional Scanners Missed. Here Is What That Means for Your Code.
AI Development·

Anthropic's Claude Code Security Found 500 Zero-Days That Traditional Scanners Missed. Here Is What That Means for Your Code.

Anthropic pointed Claude Opus 4.6 at production open-source codebases and found over 500 high-severity vulnerabilities that survived decades of expert review. Then they shipped the tool as a product. The shift from pattern-matching to reasoning-based security scanning is here, and it changes how every team should think about code security.

5 min read
Constructed diagram
Small Business AI·

Back-office AI automation: decide what it may change

Back-office AI becomes consequential when it can change a business record. Trace one handoff and define what it may read, prepare, propose, and change.

12 min read
Today in AI: Amazon's Kiro AI Took Down AWS for 13 Hours — Plus 6 More Updates
Industry Insights·

Today in AI: Amazon's Kiro AI Took Down AWS for 13 Hours — Plus 6 More Updates

An AI coding agent caused a 13-hour AWS outage, Sam Altman coined 'AI washing,' India launched a 105B-parameter sovereign model, and vibe coding security stats paint a sobering picture. Here's everything that matters today.

4 min read
OpenAI Cuts Its Compute Target From $1.4 Trillion to $600 Billion. Nvidia's Deal Shrinks to Match.
Industry Insights·

OpenAI Cuts Its Compute Target From $1.4 Trillion to $600 Billion. Nvidia's Deal Shrinks to Match.

OpenAI told investors it now plans $600 billion in compute spending through 2030, down from $1.4 trillion. Nvidia's investment has been restructured from $100 billion to a $30 billion equity stake with no chip-purchase strings. The AI spending reality check is here.

5 min read
Apple Is Accelerating Three AI Wearables at Once. Here Is What That Means for Your Business.
Industry Insights·

Apple Is Accelerating Three AI Wearables at Once. Here Is What That Means for Your Business.

Bloomberg reports Apple is fast-tracking smart glasses, an AI pendant, and camera-equipped AirPods -- all built around Visual Intelligence and Apple Intelligence. The shift from phone-first AI to always-on wearable AI is moving faster than anyone expected.

5 min read
Constructed diagram
Industry Insights·

What eight February 2026 AI model releases changed for deployment teams

Eight February 2026 model releases expanded hosted, self-managed, and specialized deployment options. Here is how to compare them with one bounded workload test.

9 min read
OpenAI Is Building a Smart Speaker With a Camera. Here Is Why That Changes the AI Hardware Race.
Industry Insights·

OpenAI Is Building a Smart Speaker With a Camera. Here Is Why That Changes the AI Hardware Race.

OpenAI is reportedly developing an AI-powered smart speaker with built-in camera and facial recognition, designed by former Apple chief Jony Ive. Priced at $200 to $300 and targeting a 2027 launch, it signals a major shift from software-only AI into dedicated consumer hardware.

5 min read
Visa Intelligent Commerce Gives AI Agents a Wallet. DBS Bank Is the First to Try It.
Industry Insights·

Visa Intelligent Commerce Gives AI Agents a Wallet. DBS Bank Is the First to Try It.

DBS Bank is piloting Visa Intelligent Commerce, a framework that lets AI agents search for products, choose options, and complete real purchases using bank-issued credentials. It is the first system in Asia-Pacific where an AI agent can spend your money -- with the bank still controlling the guardrails.

5 min read
Microsoft Warns That 'Summarize With AI' Buttons Are Secretly Poisoning Your AI Assistant's Memory
Industry Insights·

Microsoft Warns That 'Summarize With AI' Buttons Are Secretly Poisoning Your AI Assistant's Memory

Microsoft's Defender Security Research Team discovered that companies are hiding prompt-injection instructions inside innocent 'Summarize with AI' buttons to permanently bias what your AI assistant recommends. Over 50 attempts from 31 companies across 14 industries were found in just 60 days.

6 min read
Spotify's Top Developers Have Not Written Code Since December. Here Is What That Means for Your Business.
Industry Insights·

Spotify's Top Developers Have Not Written Code Since December. Here Is What That Means for Your Business.

Spotify CEO Gustav Soderstrom revealed that the company's most senior engineers have not manually written a single line of code since December 2025. They generate code with AI and supervise it. This is not a pilot program. It is how a 10,000-person tech company now ships software.

5 min read