Daily TEA – AI Slop, Mega Rounds & Trade-School Boom
AI slop, mega funding, founder lessons, public building, blue-collar boom
Hello, dear TEA-mates—here’s what you need to know today.
1.📺 Study Says Over 20% of New YouTube Recommendations Are ‘AI Slop’
A new study finds that more than 20% of the videos recommended to brand-new YouTube users are so-called “AI slop” – low-quality, AI-generated clips optimized to farm views rather than deliver substance. Researchers analyzed 15,000 of the world’s top YouTube channels and identified 278 that consist entirely of this type of content, together amassing more than 63 billion views and 221 million subscribers. The study estimates these channels generate roughly $117 million in annual revenue and notes that many recommended videos are designed primarily to monetize attention rather than inform or entertain. (Read More)
🫖 TEA For Thought: Even if 20% of videos are AI-generated, that doesn’t mean they are all bad; the quality of a video doesn’t depend on whether AI made it, and AI tools could actually make videos more fun and educational.
2.💸 AI Mega-Rounds Push U.S. Frontier Models Into Capital-Heavy Territory
In 2025, U.S. AI funding hit record levels as late-stage and mega-rounds poured roughly $84 billion into just the top 10 startups, concentrating capital in a small set of foundational model developers, infrastructure leaders, and defence-focused AI firms. OpenAI led the pack with a $40 billion round at a $300 billion valuation to scale research, compute, and ChatGPT’s 500 million weekly users, while Anthropic raised $13 billion at a $183 billion valuation to expand enterprise adoption and safety research. Other headline deals included xAI’s more than $10 billion raise plus $3.5 billion in planned debt for data centers, Databricks’ $5 billion round at a $134 billion valuation, and multi-billion financings for newcomers like Thinking Machines Lab, Safe Superintelligence, Reflection AI, Anysphere (Cursor), Project Prometheus, and defence tech player Anduril. Together, these outsized rounds show how frontier AI is evolving into a capital-intensive industry defined by massive infrastructure bets and extreme funding concentration at the top. (Read More)
🫖 TEA For Thought: Just one player accounts for almost half of the top $84 billion round, and the huge compute needs are pushing AI from a high-margin software business into a debt-heavy, capital-intensive model built on assets that lose value over time, which makes the whole thing feel like a bubble waiting to pop.
3.🧑💻 Founder CTO Reflects on Year Eight of Building a Startup
In his eighth annual reflection, founder-CTO Miguel Carranza describes a year focused on aggressive hiring, org changes, and learning how to build what he hopes will become a generational company. He highlights how the team independently adopted AI coding tools, shared workflows organically, and increased productivity without falling into hype, as well as the critical importance of reorgs, strong engineering managers, and continuously improving leadership leverage. The piece underscores that assembling, empowering, and retaining the right team is the main driver of long-term impact. (Read More)
🫖 TEA For Thought: Reading this again a year later, my biggest takeaway is that people are everything—finding and managing a strong team takes a village, but it is also a company’s greatest leverage.
4.✍️ GitHub Guide Urges Builders to Publish Their Work Publicly
A GitHub guide on publishing your work walks through how to prepare a project, choose what to share, and turn rough ideas into public repositories that others can discover and learn from. It emphasizes documenting projects clearly, adding README files, and embracing visibility so that side projects, experiments, and tools can attract collaborators, feedback, and opportunities. The message is that consistently sharing what you build in public is one of the most effective ways to compound luck over time. (Read More)
🫖 TEA For Thought: Whatever excites you, be excited about it publicly—put your work out there and may luck find us in 2026.
5. 🛠️ Trade High Schools Become the Hottest Ticket in Massachusetts
Massachusetts vocational and trade high schools are now among the most competitive public schools in the state, drawing long waitlists as students chase hands-on skills and job-ready training. Enrollment in these schools has risen by about 25% since the 2011–12 academic year, with programs ranging from veterinary care and electrical work to plumbing and auto repair. Families are increasingly viewing trade education as a path to solid careers and more leverage in a rapidly changing economy. (Read More)
🫖 TEA For Thought: Blue-collar is the new white-collar.
Prompt Tip of the Day: The “Critique and Upgrade My Draft” Prompt
Improve this without changing my intent.
List the top 5 issues (clarity, structure, missing info, tone).
Rewrite it.
Provide 3 alternatives: shorter, more direct, more friendly.
Draft: [paste]TEAHEE Moment
Stay sharp, stay informed. See you tomorrow.
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