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Strategy

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Andrew Ng Calls the AI Doom Wave a PR Campaign. Anthropic Answered With a Speedometer.
andrew-ng anthropic

Andrew Ng Calls the AI Doom Wave a PR Campaign. Anthropic Answered With a Speedometer.

Two documents landed the same week: Ng's skeptic position paper and Anthropic's three public pace metrics. Here's how to read the AI slowdown debate without picking a camp.

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Your AI Spend Needs a Receipt: Build an ROI Framework Before the Vendor Builds It for You
openai ai-roi

Your AI Spend Needs a Receipt: Build an ROI Framework Before the Vendor Builds It for You

OpenAI's new Admin Console analytics can tell finance what your AI spend bought — but a vendor's dashboard is not evidence. Here's the one-task baseline method to build your own ROI framework before renewal season.

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Claudeforce and the Default Model Wars
anthropic salesforce

Claudeforce and the Default Model Wars

Salesforce and Anthropic shipped a 37-skill sales plugin, but the real news is Claude becoming the default model in Slack. Distribution, not benchmarks, decides who wins.

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OpenAI's Trillion-Dollar IPO Is Weeks Away. Here's What It Changes for the Tools You Pay For
openai ipo

OpenAI's Trillion-Dollar IPO Is Weeks Away. Here's What It Changes for the Tools You Pay For

OpenAI's trillion-dollar September IPO will put quarterly profit pressure on a company that has never priced for it. Here's what that means for the AI tools you pay for, and what to do before the listing.

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The AI-Native Finance Playbook: 5 Lessons From OpenAI's CFO
openai finance

The AI-Native Finance Playbook: 5 Lessons From OpenAI's CFO

OpenAI's finance team is chasing a zero-day close with AI. Sarah Friar published the playbook. Here are the five lessons worth stealing, including the one about model costs that most teams get backwards.

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Two AI Stacks Are Forming. Apple Just Showed Which One Wins in China.
AI On-Device AI

Two AI Stacks Are Forming. Apple Just Showed Which One Wins in China.

Apple running Alibaba Qwen in China signals AI is splitting into two stacks where market access beats model quality. Combined with production-ready on-device models, here's the framework for routing workloads in 2026.

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Every Major AI Lab Failed Safety Class in 2026 — Here's How to Pick a Vendor Anyway
AI Safety Governance

Every Major AI Lab Failed Safety Class in 2026 — Here's How to Pick a Vendor Anyway

The 2026 AI Safety Index graded every frontier lab and nobody passed. Anthropic led with a C+. Here's a practical framework for evaluating AI safety when choosing a model provider.

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