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Insights on AI, machine learning, and technology strategy

Meta's New AI Scam Detection Tools Just Made WhatsApp Business Safer for Small Businesses
Small Business AI·

Meta's New AI Scam Detection Tools Just Made WhatsApp Business Safer for Small Businesses

Meta rolled out new anti-scam warnings for WhatsApp and Facebook, including suspicious device-linking alerts and friend request warnings. For small businesses that rely on Meta's platforms to sell and support customers, these tools could reduce account takeovers, impersonation, and lost revenue.

5 min read
Meta Just Bought the Future of AI Social — Here's What It Means for Your Business
Small Business AI·

Meta Just Bought the Future of AI Social — Here's What It Means for Your Business

Meta acqui-hired the creators of Moltbook, the AI-agent-only social network with 2.8 million registered bots. With the team joining Meta's Superintelligence Labs, the age of agent-to-agent commerce just got a corporate backer. Here is what small businesses should be thinking about.

5 min read
Do You Still Need a Separate RAG Stack If Gemini Embedding 2 Maps Audio, Video, and Docs Together?
Industry Insights·

Do You Still Need a Separate RAG Stack If Gemini Embedding 2 Maps Audio, Video, and Docs Together?

Google's Gemini Embedding 2 puts text, images, video, audio, and documents into one shared vector space. For many businesses, that quietly obsoletes the bloated RAG stacks they've been tolerating.

6 min read
Why All Your AI Tools Give You the Same Boring Ideas
Industry Insights·

Why All Your AI Tools Give You the Same Boring Ideas

A NeurIPS 2025 Best Paper found that major AI models keep producing the same answers. For small businesses, that explains why AI brainstorming often feels stale and what to do instead.

5 min read
Microsoft BitNet b1.58 Makes Private AI Cheap Enough for Any Small Business
Industry Insights·

Microsoft BitNet b1.58 Makes Private AI Cheap Enough for Any Small Business

Microsoft's open-source BitNet b1.58 shows small businesses can run useful AI privately on ordinary CPUs instead of paying for GPUs or cloud usage.

5 min read
Perplexity Computer May Have Just Killed the $225K Martech Stack for SMB Ad Teams
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
Claude Code's New `/btw` Command Fixes One of the Most Annoying Parts of AI Coding
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
OpenAI Is Bringing Sora Into ChatGPT. That Is a Big Deal for Small Business Marketing.
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
The AI Adoption Inflection Point Is Here. Claude's Numbers Make That Hard to Ignore.
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
When 86,000 NYT Readers Can't Tell the Difference: What AI Writing Means for Your Business
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
AgentMail Just Raised $6M to Give AI Agents Their Own Email Inboxes
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
The overlooked detail in today’s AI cycle: $5,000 was enough to freeze an agent
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