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This week's field notes across AI & Product, Building, Money, Well-being, and the merely fascinating. Stuff I stumbled upon this week.

⚡ 20 Second Snippets

  • 🍏 Apple takes OpenAI to court, and the alleged details are wild.

  • 🤖 Only 11% of companies run AI agents at scale, and the blocker isn't the tech.

  • 📁 Turn Claude into a teammate with cowork and folders.

  • 🏦 Bank earnings & June CPI lands this morning, with oil as the wild card.

  • 🥗 America's food problem quietly costs $1.1 trillion a year.

  • 📺 Why Topgolf, CrossFit and pickleball rise, and fall.

Artificial Intelligence & Product

🤖 The AI agent reality check

Source: Venture Curator

Everyone says autonomous agents are everywhere. The data says slow down. A new synthesis of 30+ studies and 16,000+ businesses found 25% of enterprises now use agentic AI in some form, but only 11% run it at scale (6% of mid-market firms, just 2% of SMBs). And what's holding deployments back isn't the models, it's the business around them: unclear ROI (43%), poor data quality (38%), rising implementation costs (35%) and thin in-house expertise (29%) top the list of why projects stall. Where agents actually earn their keep today is narrow, customer support leads at 64% of deployments, then supply chain, IT ops and software dev. The real opportunity may not be building yet another agent, but helping companies deploy the ones that already exist. Venture Curator

Also in AI & Product:

  • 🌶️ Apple takes OpenAI to court: Apple sued OpenAI on Friday, naming hardware chief Tang Tan and the Jony Ive-led io devices unit, alleging a poaching spree (400+ ex-Apple staff now at the lab) doubled as a pipeline for hardware secrets. OpenAI says it has "no interest in other companies' trade secrets." TechCrunch

  • 🤗 Companies are done renting AI: Hugging Face CEO Clem Delangue says teams start on frontier APIs, then move to open-source models as usage scales and the API bill balloons. Half the Fortune 500 already builds on HF. TechCrunch

  • 🧬 Five archetypes of the AI-era builder: as engineering, product and design melt into one role, Boris Cherny (Claude Code) maps his team to five types, the Prototyper (spins up ideas), Builder (ships them to production), Sweeper (cleans and optimizes), Grower (expands what fits the market) and Maintainer (keeps it fast and reliable at scale). Boris Cherny on X

  • 🔥 18 hot takes on where AI is headed: Peter Yang's real talk on the collapse of the frontier-only stack, the super-app era, and why your app risks becoming a dumb pipe for agents. Creator Economy

Building Cool Stuff

📁 The folder that 10x's your AI setup

The highest-leverage AI move isn't a fancier prompt, it's where you point the model. JJ Englert runs his entire business from a folder: content, client work, brand voice, projects, all in a place Claude can see, so it behaves like a teammate who's been on staff for years and knows your styles and your voice. His live walkthrough covers the rules that make it click: one folder per project, when to break into subfolders, CLAUDE.md vs README (which file is for the AI, which is for humans), and a trained-vs-untrained side-by-side that shows exactly what the setup buys you. It works with any coding agent. YouTube

Also in Building:

  • 🎬 UGC ads for the price of a coffee: founder Nadia Zueva makes AI UGC videos that perform for $2-4 apiece (vs $150-250 for a creator), graduating only proven concepts from cheap carousels to video, then scheduling variants across 15+ accounts with Postiz. Nadia Zueva on X

  • 💡 Steal this business idea: a real-time database of AI-layoff talent (Microsoft alone just cut 4,800 roles) that surfaces newly free candidates to recruiters within hours, not weeks. Reuters

  • 🤝 Put Claude in your Slack: a step-by-step guide to setting up Claude Tag so @Claude triages, uses your connected tools, and reports back in the thread. The Rundown

  • 🔁 Loops, explained: the Claude Code team's field guide to turn-based, goal, time-based and proactive loops, and which to reach for when. ClaudeDevs on X

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Money & Markets

🏦 Earnings season kicks off, and it's a loaded week

Good morning, it's a big one. The banks open Q2 earnings season today, with JPMorgan, Wells Fargo, Citi and Bank of America first out (Goldman and Morgan Stanley follow Wednesday), and the Street is watching net interest income and trading desks. June CPI also lands this morning, the key inflation read before the Fed's July decision, and new Fed chair Kevin Warsh gives his first testimony to Congress. The wild card is oil: US strikes on Iran and the Strait of Hormuz standoff have pushed crude toward $77-80, which could color everything. Stocks come in hot, the S&P 500 and Nasdaq each rose about 1% last week on Nvidia and Meta, but futures are wavering on the geopolitics. CNBC

Also in Money & Markets:

  • 📈 This could be the best earnings in years: FactSet expects S&P 500 Q2 growth to finish above 29%, the highest since 2021, with results beating estimates in 37 of the last 40 quarters. FactSet

  • 💸 The AI economy banked $110B: Exponential View's first bottom-up count puts trailing-12-month generative-AI revenue at $110B (run rate already past $175B), scaling roughly 3x faster than the internet. It now adds $1B in revenue every two days. Exponential View

  • ⚛️ The first fusion stock: General Fusion closed its ~$1B SPAC merger and starts trading on Nasdaq as GFUZ, the first pure-play fusion company anyone can buy. Nobody's delivered commercial fusion power yet, so buckle up. GeekWire

  • 📺 Netflix invents cable TV: with engagement at a multiyear low (7.8% of US TV viewing), it's weighing always-on live channels and bundles, per the WSJ, and is in early talks to buy Letterboxd at a floated $250M valuation. Variety

  • 🛢️ Hormuz on edge: the US struck ~140 Iranian targets after Iran hit a container ship in the Strait of Hormuz, which Tehran now declares closed. Watch crude. AP

Well-being

🥗 America's $1.1 trillion food problem

We obsess over workouts and supplements, but the quiet giant is what's on the plate. A new report from Fitt Insider on rebuilding America's broken food system lays out the stakes: ultra-processed food is now roughly 60% of the average American's diet, about 60% of adults live with at least one diet-related disease, and preventable diet-related illness drains an estimated $1.1 trillion a year in healthcare costs and lost productivity. The hopeful turn is "food as medicine" going mainstream, 15 states proposed food-as-medicine legislation in 2026 and culinary-medicine programs have now trained 800+ physicians. The takeaway isn't a new diet, it's that the highest-ROI health move is upstream, on the grocery list. Fitt Insider

Also in Well-being:

  • 🏃 Find time that doesn't exist: stop asking "when will I work out?" and ask "what's the smallest amount that still counts, and where does it fit?" Research on stair-climbing "exercise snacks" found brief hard bursts improved fitness in people with no time to train. Three minutes counts. The study

  • 🏀 Keep taking shots: Jordan missed 9,000+ shots, lost ~300 games, missed 26 game-winners, and called that the reason he succeeded. Missed something this week? Line up the next shot. The ad

  • 🧠 Forgive the bad week: students who forgave themselves for procrastinating on one exam procrastinated less on the next. Guilt isn't accountability; name it, forgive it, follow today's plan. The research

Fun Stuff

🔭 Why great businesses rise and fall

If you like a good business teardown, Michael Girdley's YouTube channel is a rabbit hole worth falling into. He takes the era-defining businesses and trends and dissects exactly how they rose and where they cracked, from Topgolf and CrossFit to the pickleball boom and the slow collapse of the diamond industry. It's great for anyone curious about why some companies compound and others implode, and the lessons travel well beyond business, into leadership and how trends actually spread.

Also worth a look:

  • World Cup final week: the semis are set, France-Spain and England-Argentina, with the final Sunday. France has cruised in unbeaten (16 goals, 8 from Mbappé) and 39-year-old Messi just became the tournament's all-time top scorer with 21. ESPN

  • 🎾 Sinner goes back-to-back at Wimbledon: he outlasted Zverev 6-7 (7), 7-6 (2), 6-3, 6-4 for his fifth Slam and a tenth straight win over the German. ESPN

  • 🕶️ MemoMind One: camera-free smart glasses that project a private micro-LED screen into your field of view. Privacy-first hardware is becoming a category. MemoMind

  • ⌨️ Epomaker RT98: a retro mechanical keyboard with a numpad that detaches to either side and a built-in mini display. Pure desk joy. Epomaker

  • ✉️ 18 rules for email that gets answered: main point first, bad news first, specific language, write for forwarding. Danny Castonguay

One for Fun: An AI flipbook with no bottom
Someone built a flipbook where every page is generated by AI in real time. An "infinite visual browser" that dreams up each page as you go. Flip until you lose track of time 👉 flipbook.page

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