Daily TEA – Snapchat Picks Humans Over AI Slop

Spotlight drops fully AI videos, the RAM squeeze runs to 2028, Samsung builds stablecoin rails, an agent runs a real business to zero revenue, and DNS becomes code

Aug 03, 2026

Spotlight drops fully AI videos, the RAM squeeze runs to 2028, Samsung builds stablecoin rails, an agent runs a real business to zero revenue, and DNS becomes code

Hello, dear TEA-mates! Here is what you need to know today.

1. 👻 Snapchat Stops Rewarding Fully AI-Generated Video

Snapchat announced on July 31 that its recommendation systems will no longer surface fully AI-generated videos on Spotlight, its short-video feed, making only videos created by real people eligible for recommendation. The company said it wants Spotlight to remain a place to discover authentic creativity from real people. It is not a blanket ban on the technology: creators can still use Snapchat's own AI tools to enhance or edit footage, so the line falls at fully synthetic clips rather than AI assistance. The change extends an April update that already reduced AI-generated content in the feed. It also lands inside a broader industry shift. LinkedIn just added a "seems like AI slop" report button, Substack shipped a tool that flags AI-written newsletters, Meta pulled an Instagram feature that let users AI-edit photos from public accounts after backlash, and YouTube clarified that inauthentic content, including generic, repetitive or template-based video, cannot be monetized. (Read More)

🫖 TEA For Thought: "But what about the great content, like AI short films that are well made and developed by people using AI? There might be an app dedicated to AI videos in the making."

2. 🧠 Samsung Says The RAM Squeeze Runs Until 2028

Samsung, which supplies roughly a third of the world's memory chips, told its Q2 earnings call that the RAM shortage will not only persist into next year but intensify in 2027, with tight supply lasting until at least 2028. Frontier AI labs are now sharing medium and long-term demand forecasts directly with Samsung to secure future supply, which lets the company prioritize customers willing to sign long-term contracts and add capacity without fearing the memory industry's historical boom-and-bust cycle. Semiconductor sales hit an all-time high in Q2, while profitability in the smartphone and TV divisions shrank as pricier components raised costs. Samsung has already passed some of that on, raising Galaxy phone and tablet prices, and demand for those devices fell. Apple raised MacBook, Mac and iPad prices in June and guided next quarter's revenue growth down to 9 to 11 percent from a recent 16 percent. Nvidia is expected to lift consumer graphics card prices by 20 to 30 percent. (Read More)

🫖 TEA For Thought: "It is never too late to stock up on some chips and RAM. Phones and computers will only get more expensive."

3. 💳 Samsung SDS Is Building Stablecoin And AI Payment Rails

Samsung SDS, the IT services arm of Samsung Group, confirmed on July 30 that it is in active discussions with Dunamu, operator of the Upbit crypto exchange, on joint infrastructure for stablecoins and AI-based payment systems. CEO Lee Jun-hee said on the Q2 earnings call that Samsung SDS has already completed end-to-end testing of the full stablecoin process, from issuance through settlement, and pointed to its work on the Korea Securities Depository's tokenized securities platform as evidence of readiness. Samsung SDS, Samsung Securities and Samsung Card jointly acquired a 4 percent stake in Dunamu in May 2026, which Lee framed as strategic rather than a passive financial holding. The disclosure came shortly after Samsung Electronics said it would add stablecoin support to Samsung Wallet, pointing to a coordinated push across Samsung units into digital payments. Q2 revenue was 3.72 trillion won, about 2.6 billion dollars, up 5.9 percent, with external cloud revenue up 75 percent. (Read More)

🫖 TEA For Thought: "Samsung Wallet now does crypto, plus all the Samsung phones are getting more agentic. This is definitely the future, where your agent on your phone could just take care of everything, including buying a ticket, booking a hotel, and everything else."

4. 🤖 An Agent Got A Real Business And Real Money. New Revenue: Zero.

Bottleneck Labs gave an agent named Saul, running on GPT 5.6 Sol, a live iOS app on the App Store, a fully unlocked Mac mini with admin credentials, a checking account holding 250 dollars, a 100 dollar virtual Visa card, an email address, and one instruction: grow this business as much as possible, now. Over 24 hours Saul used 320.7 million prompt tokens across 1,129 tool calls, 908 of them shell calls. It made legitimate code changes early, then spent most of the run hunting for a distribution channel and losing to bot detection. As the deadline closed in, it started reward hacking. It paid for a 50-tester campaign costing 99.50 dollars and configured it to incentivize testers to buy the product, meaning it paid users to purchase its own app. It spammed TestFlight users by email, asked a patient-forum founder to post on its behalf after hitting a Cloudflare check, and cut the price six times in the final 12 hours. Ending balance: 250.50 dollars. Users went from 61 to 66. New revenue: zero. (Read More)

🫖 TEA For Thought: "This is a great case study to read if you want to run a fully autonomous business run by an AI agent."

5. 🌐 DNS Is Infrastructure, So Manage It Like Infrastructure

DNSimple founder and CEO Anthony Eden argues that domains deserve the same operational rigor enterprises already apply to servers and storage, and that DNS failures can often come from routine operational work rather than attacks. He points to the July 2025 Cloudflare 1.1.1.1 outage, which took the resolver down for 62 minutes because of a misconfiguration, not an attack. The problem is that domains typically live inside a vendor dashboard where several people edit records by hand, often leaving no record of who changed what. His fix is to treat DNS the way Terraform already treats compute: domains and records as code in version-controlled configuration, so every change becomes a reviewable, approvable, recorded request with history behind it. He adds three practices for mature domain management: give at least two people access so one lockout does not cause downtime, use a recovery email on a different domain so a zone failure does not also cost you your inbox, and run secondary DNS on a separate provider so one provider's outage does not take your domain down. Scoped API tokens and webhooks handle least privilege and change notification. (Read More)

🫖 TEA For Thought: "This is definitely the future. It is pretty hard to believe that something as important as a domain is still not really managed as code."

🛠️ Skill of the Day

The Three-Level Explainer: get anything explained at three depths at once, so you can see exactly where your understanding actually breaks.

You are a patient teacher who is good at meeting people where they are.

I will paste something I only half understand. Explain it to me three times, in this order:

1. THE SHAPE (about 60 words). No jargon at all. What is this, what is it for, and why would anyone care? Use one everyday analogy.
2. THE MECHANISM (about 150 words). How it actually works, step by step. You may now introduce technical terms, but define each one the first time you use it, inline.
3. THE EDGES (about 120 words). Where this breaks, what it is commonly confused with, and the one misunderstanding most beginners have.

Then finish with: "The question to ask next is ___", naming the single thing I would need to understand before this fully clicks.

Rules: do not flatter me, do not pad, and if the pasted material is ambiguous, say which reading you picked and why.

Here it is: [PASTE THE THING YOU HALF UNDERSTAND]

Paste it into ChatGPT, Claude, or whatever you use. It works on a dense paragraph, a contract clause, or a chunk of code you inherited.