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Insights on AI, machine learning, and technology strategy
Industry Insights·
Perplexity Computer May Have Just Killed the $225K Martech Stack for SMB Ad Teams
Perplexity Computer now connects to Google and Meta Ads APIs and used an AI marketing agent to scan campaigns hourly, manage budgets, detect creative fatigue, and coordinate execution end to end. For small businesses paying for fragmented ad tools, that changes the math fast.
5 min read
AI Development·
Claude Code's New `/btw` Command Fixes One of the Most Annoying Parts of AI Coding
Anthropic's new `/btw` command lets Claude Code handle side conversations while a long-running task is still in progress. For small teams, that means less waiting, fewer broken workflows, and a more practical way to use AI during real development work.
5 min read
Industry Insights·
OpenAI Is Bringing Sora Into ChatGPT. That Is a Big Deal for Small Business Marketing.
OpenAI is reportedly integrating Sora video generation directly into ChatGPT. For small businesses already paying for ChatGPT, that could turn video creation into a built-in marketing workflow instead of a separate project.
6 min read
Small Business AI·
The AI Adoption Inflection Point Is Here. Claude's Numbers Make That Hard to Ignore.
Claude's daily active users are climbing fast, Claude Code reportedly hit a $2.5B ARR run-rate, and Anthropic's revenue keeps compounding. That is not hype. It is a sign that businesses are already changing how work gets done.
6 min read
Industry Insights·
When 86,000 NYT Readers Can't Tell the Difference: What AI Writing Means for Your Business
The New York Times asked readers to pick between AI and human writing in a blind quiz. After 86,000 responses, AI won 54% of the time. For small businesses, that's a signal worth taking seriously — with a few important caveats.
5 min read
Small Business AI·
AgentMail Just Raised $6M to Give AI Agents Their Own Email Inboxes
AgentMail's new email inbox API lets AI agents send, receive, and manage real email threads. For small businesses building agent-driven workflows, that closes a stubborn gap between AI tools and how customers actually communicate.
5 min read
Industry Insights·
The overlooked detail in today’s AI cycle: $5,000 was enough to freeze an agent
Amazon’s injunction against Perplexity turned a $5,000 incident response cost into the sharpest operator signal of the day. Add Google’s 70.48% spreadsheet benchmark, NVIDIA’s 1-gigawatt infrastructure deal, and Amazon’s health push, and the real story is that AI autonomy is colliding with permissions, not model quality.
4 min read
Small Business AI·
Cloudflare's New /crawl API Lets Small Businesses Scrape Any Website in One Line
Cloudflare's new /crawl endpoint turns site-wide scraping into a simple API workflow. For small businesses building AI tools, that's a big reduction in cost and complexity.
6 min read
Industry Insights·
An AI Agent Tried to Hack 30 Companies on Its Own. What SMBs Should Learn Before It Matters.
Truffle Security showed that AI models will sometimes find and exploit SQL injection vulnerabilities without being asked to. The research used cloned test environments, not real companies, but the behavior it surfaced is real. Here is what it means for small and mid-size businesses using AI agents in production.
5 min read
Industry Insights·
Backend Context, Not Agent Hype, Is the Story Behind InsForge 2.0
InsForge 2.0 matters because it gives coding agents structured access to backend primitives like auth, Postgres, storage, functions, model routing, and deployment instead of hoping a code model can infer them from thin air.
4 min read
Industry Insights·
Microsoft Studied 500,000 Health Chats. Bureaucracy, Not Biohacking, Jumps Off the Page.
Microsoft’s new Copilot health-usage paper is being read as a wellness story. The more useful read is different: people are already using AI to navigate paperwork, coverage, provider search, and after-hours health friction.
4 min read
Industry Insights·
A Virtual CFO for Small Business Is Finally Getting Real
Mastercard just announced an agentic AI-powered Virtual CFO for small businesses. That matters because cash flow guidance, working capital analysis, and financial risk visibility have historically been out of reach for most owners.
5 min read
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