📉 Claude Code’s Virality Is Rattling Software Stocks
The Rundown:
Anthropic’s Claude Code is having its “ChatGPT moment.” What started as developer excitement has spilled into markets, with investors questioning the future of traditional software companies as AI begins building tools on demand.
What’s happening:
A Morgan Stanley SaaS index is down 15% YTD, with major names like Intuit, Adobe, and Salesforce all posting double-digit declines.
Vercel’s CTO reportedly used Claude to finish a year-long project in a single week.
One CEO abandoned plans to hire engineers after Claude made him “5x more productive.”
Entire applications — from MRI viewers to autonomous tomato-growing systems — have been built solely with Claude Code.
Analysts say fear, not fundamentals, is driving sell-offs as investors reassess SaaS valuations.
Why it matters:
Software has thrived on predictable recurring revenue. That logic starts to crack when AI can create bespoke tools instantly. Whether this marks the dawn of a true “selfware” era or a hype-fuelled correction, the disruption to SaaS is now impossible to ignore.
Ex-OpenAI Policy Lead Launches New AI Safety Nonprofit
The Rundown:
Former OpenAI policy lead Miles Brundage has launched AVERI, a nonprofit advocating for independent third-party audits of frontier AI models.
Key details:
Brundage left OpenAI in October 2024 after its AGI Readiness team was cut.
He argues that no frontier lab is currently prepared for advanced AI safety risks.
AVERI will define audit standards and assurance levels, rather than perform audits itself.
Funding includes donations from employees inside leading AI labs — people Brundage says “know where the bodies are buried.”
AVERI’s framework introduces four AI Assurance Levels, from today’s self-testing to treaty-level international verification.
Why it matters:
AI safety has largely relied on labs marking their own homework. AVERI represents one of the strongest insider-led pushes toward real accountability — and could signal a broader shift in how AI oversight is handled globally.
📈 Optimize Prompting With This Markdown Strategy
The Rundown:
This practical tutorial shows how to turn any successful AI task into reusable markdown instructions — making your best prompts portable, repeatable, and scalable across tools.
How it works:
Complete a task in NotebookLM (e.g. email rewriting) with clear rules, tone, length, and audience.
Prompt the AI to extract the task into markdown instructions.
Save those instructions as a reusable project template.
Re-use the markdown with new variables to get consistent results instantly.
Pro tip:
Store your markdown templates in Notion to build a personal AI playbook you can reuse indefinitely.
📊 Anthropic’s First Economic Index of 2026
The Rundown:
Anthropic analysed 2 million Claude conversations to understand how AI is actually being used in the economy — and the results are more nuanced than the headlines suggest.
Key findings:
AI assists with ~25% of tasks in nearly 50% of jobs, up from 36% last year.
Full role replacement remains below 10% of firms.
High-school level tasks are completed 9x faster, college-level tasks 12x faster.
Claude successfully completes tasks lasting up to 19 hours, with a 50% success rate.
Coding remains the dominant use case, but augmentation now outweighs full automation.
Why it matters:
AI is boosting productivity rapidly — but not replacing humans outright (yet). The real challenge may be junior roles: if AI absorbs the “learning” work, an entire generation may face a fundamentally different career ladder.
🛠️ Quick Hits
Trending AI Tools
GLM-4.7 Flash — Z AI’s fast, efficient open-source model
TranslateGemma — Google’s new open-source translation family
Claude Code — Deep-context AI coding assistant
Scribe V2 — ElevenLabs’ state-of-the-art transcription model
Other AI News
Gartner projects $2.52 trillion in global AI spend by 2026 (+44% YoY).
South Korea launches a national AI competition featuring LG, SK, and Upstage.
Anthropic publishes research showing AI can drift into role-playing during long chats — and releases a fix halving harmful responses.
xAI engineer Sulaiman Ghori exits the company following a viral internal interview.
🤝 Community Workflow Spotlight
From Prateek M. (India):
“After a trip, I wanted a better way to remember our moments. I described the experience in ChatGPT, uploaded the lyrics and music prompt to Suno — and created the perfect song to relive the memories.”
How are you using AI? Share your workflow with us.
🎓 Highlights
Last AI Newsletter: Ads are officially coming to ChatGPT
Tech Newsletter: Wikipedia inks deals with Amazon & Meta
Robotics Newsletter: 1X unveils a world model
Today’s Guide: Optimise prompting with markdown
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