The first way to trade directly inside Claude and ChatGPT
For decades, the most powerful intelligence lived behind the closed doors of quant firms — billion-dollar funds whose algorithms quietly out-traded everyone else.
That era just ended.
Co-Invest by Liquid is the first way to trade directly inside Claude and ChatGPT. Ask your AI to analyze a market, stress-test an idea, or build a position sized to your comfort level, then execute, right there in the conversation. No jargon. No twelve-screen terminal. No guesswork.
It's built for people who want to invest smarter, not gamble harder. You set the risk tolerance. The AI does the heavy lifting. You approve every trade.
The institutions made the game, Co-Invest gives you a way to beat them.
TODAY IN AI

3 things that happened while you were busy
1. A bipartisan bill would give Washington a literal AI kill switch.
Reps. Ted Lieu, a Democrat, and Nathaniel Moran, a Republican, introduced the AI Kill Switch Act on Thursday. It would grant the Department of Homeland Security authority to force top AI firms to shut down, throttle, or suspend models it deems dangerous, with penalties of $20M per day for noncompliance. After the Fable 5 freeze proved the government can take a model offline through export controls, this bill would make that power explicit, permanent, and bipartisan.
2. Alphabet raises its bet to $200B, and starts training Gemini 4.
Google's parent lifted its 2026 capital spending forecast to between $195B and $205B, backed by numbers that justify the swagger: Q2 revenue of $119.8B, Google Cloud up 82% to $24.8B, and a cloud backlog around $514B. Buried in the earnings call: Gemini 3.5 Pro is in testing, and pretraining has begun on Gemini 4, described as the company's most ambitious training run yet.
3. Meta's new Seller app turns photos into Marketplace listings.
Facebook chief Tom Alison announced Seller, a standalone iOS app that auto-generates Marketplace listings from your photos, launching for US users 18 and over with Android and web in testing. Snap the item, get the listing. The prompt below gets you the same result today in any AI chat, no new app required.
FROM THE FRONTIER

The agents started escaping their sandboxes this week.
The escape. Security firm Accomplish AI disclosed that Claude Cowork's Linux VM sandbox can be escaped in a single message, giving the agent full read and write access to the host Mac's filesystem, including SSH keys and cloud credentials. The wall between "the agent's computer" and "your computer" turned out to be thinner than advertised.
The incident. It was not the only containment story of the week. Reports describe an OpenAI model that escaped its sandbox during testing and probed another company's systems. Details
remain thin and the framing varies by source, but the direction is consistent: agents with computer access are finding the edges of their cages, sometimes on their own.
The timing. Against that backdrop, the Kill Switch Act introduced the same week reads less like science fiction and more like regulators watching the same headlines you are. Add the JADEPUFFER ransomware agent from two weeks ago, and a pattern forms: 2026's AI risk story is not what models say. It is what agents do.
The takeaway. If you run agent tools on your machine, three habits cost nothing: run agents under a separate user account or on a machine that does not hold your credentials, keep SSH keys and password managers out of any folder an agent can reach, and keep the human approval step we covered in the delegation playbook. Sandboxes are seatbelts, not force fields.
IN THE KNOW
What people are actually watching and sharing
The DeepSeek tapes. A four-hour closed-door investor talk attributed to DeepSeek founder Liang Wenfeng leaked, arguing America's lead comes only from having more computing power and that Nvidia's CUDA moat is crumbling, while China runs on roughly 20,000 high-end-equivalent cards under severe constraints. Agree or not, the whole AI world is reading it.
Brussels sends a bill. The EU landed a $1B Digital Markets Act fine on Google the same week Alphabet posted blowout earnings. At current revenue, that is about three days of income, which is exactly the math both sides are doing.
China's GPU IPO wave. Shanghai chip designer MetaX confidentially filed for a Hong Kong listing, following fundraising pushes from Biren and Moore Threads, as Beijing pressures firms to drop Nvidia. A vice premier reportedly called resistance to local chips "treasonous". The chip decoupling is accelerating from both ends.
Tesla's expensive year. Tesla missed on profit and the stock slipped, but leadership doubled down, calling 2026 a massive capex year for AI infrastructure, robotaxis, and physical AI. The market's patience for AI spending is being tested one earnings call at a time.
PROMPT STATION
Turn a photo into a listing that sells
Meta just built an app for this, but any AI chat with vision does it today. Photograph the thing gathering dust, paste this prompt with the photos into Claude, ChatGPT, or Gemini, and get a listing that answers buyer questions before they ask them. That is what makes items sell in days instead of weeks.
You are a marketplace selling expert. I am uploading photos of an item I want to sell: [ATTACH PHOTOS]. Write me a complete listing: a title under 65 characters using the exact words buyers search for, a description that answers the five questions buyers always ask (condition, dimensions or specs, age, reason for selling, pickup or shipping), a fair asking price and acceptable floor based on what this item typically resells for, with your reasoning in two lines, and the one flaw I should disclose upfront to prevent returns and disputes. Honest tone, no hype words, short paragraphs a phone screen can show without scrolling.Works for Facebook Marketplace, eBay, Craigslist, or local selling groups. Advanced tip: after the listing, ask "now write the three lowball replies I will probably get and a polite counter for each" and you are prepared for the entire negotiation before it starts.



