In partnership with

TL;DR

  • OpenAI launched Dots, always-on agents with their own computers

  • Anthropic's leaked IPO filing spends ~80 pages warning about AI risk

  • Google's Gemini 4 Argon goes to vetted security teams first

  • Webflow and Figma MCPs let Claude turn a design into a live site

  • ElevenLabs doubled to a $22B valuation as voice agents hit 15M weekly conversations

  • Build a product demo and ad in VEED from one photo, no camera

  • CrawlRaven MCP runs your SEO check-ins from Claude, ChatGPT, or Cursor

The Global Platform for Quantitative Discovery

Looking to put your quantitative thinking into practice? We provide the tools and the platform.

With over 700,000 users from around the world, WorldQuant BRAIN enables students and researchers to explore ideas, develop quantitative skills and engage with a global community driven by curiosity.

OPENAI GAVE CHATGPT A DESK, A COMPUTER, AND NO DAYS OFF

OpenAI just launched Dots, and the pitch is simple: an AI that keeps working for you even when you're not talking to it. Each dot runs on GPT-6 Astra, gets its own cloud computer, and plugs into 4,000+ apps. You can chat with it in ChatGPT, Slack, or Teams, or just hop on a voice call.

The cool part is it learns how you like things done and starts before you ask. Inside OpenAI, a bug lands in Slack and a dot starts investigating right away. One early tester's dot noticed he forgot to invoice a publication, wrote the invoice, and sent it once he said yes.

It's rolling out now on Pro, Business Premium, and Enterprise in eligible markets. Teams of dots working together are coming next.

Now if you missed it on launch day… 🤣

Minutes after the announcement, SpaceXAI reportedly bought Dot.com. It now redirects straight to the Grok app download page.

Petty? Yes. Effective? Also yes.

OUR TAKE

The chatbot era was you asking. This is the AI doing and you approving.
Great, as long as "approve" doesn't become a reflex click.
Also, maybe check the domain before you name the product.

QUICK HITS

  • Anthropic's IPO filing is 80 pages of "we might be dangerous": Reuters reviewed the confidential prospectus, and about 80 of its 261 pages are risk warnings, including that AI could pose "catastrophic or existential risks to humanity." The scary $42B net loss is mostly a $34B accounting charge, not cash out the door. The real hit is the $518B in compute commitments over a decade, and roughly 80% of it can't be cancelled.

  • Google's Argon takes the benchmark crown, with an asterisk: Gemini 4 Argon beat GPT-6 Astra and Claude Opus 5.5 on 13 of 19 benchmarks in Google's own testing, and it debuted at No. 1 on Arena's text leaderboard. It hit 77.9% on DeepSWE, a real-world coding test. The asterisk is that Bloomberg reports Google staffers say it tests well but falls short in real work (Google denies it), and it's only open to vetted cybersecurity teams for now. API pricing starts at $2/$10 per million tokens in/out, then rises to $4/$20.

  • Webflow's new trick kills the design handoff: Webflow published a walkthrough showing Claude can turn a Figma design into a real Webflow site. You connect the Figma and Webflow MCP servers (the plugins that let Claude work inside each tool), give Claude a Figma community template URL, and it builds the site with the variables, classes, components, and assets intact.

  • ElevenLabs is now worth $22B, and it's all talk: A $300M employee share sale co-led by Wellington and T. Rowe Price doubled its valuation from $11B in February. Its voice agents now handle 15M+ conversations a week, triple February's volume, mostly refunds, renewals, and bookings.

The Free Newsletter Fintech Execs Actually Read

Most coverage tells you what happened. Fintech Takes is the free newsletter that tells you why it matters. Each week, I break down the trends, deals, and regulatory shifts shaping the industry — minus the spin. Clear analysis, smart context, and a little humor so you actually enjoy reading it. Subscribe free.

LAUNCH YOUR PRODUCT ANYWAY

Turn 1 photo and 1 prompt into 3 media assets.

⏱️ 30–45 min | 🔧 Needs: VEED acct, one clear photo of yourself, a product idea

Why build this?
You've got the idea, the product, the pitch. Then video shows up and eats your week. This skips the camera, the editor, and the freelancer. It works best on 15 to 30 second clips, which is what most launches need anyway.

Steps:

  1. Start with one prompt. Open VEED's prompt box and describe the video you want. Set the toggles for character, subtitles, music, brand, and length.

  2. Clone yourself. Hit the clone yourself option and upload your photo. VEED builds the script, scenes, captions, and a version of you delivering it, with lips and gestures synced to the voice.

  3. Edit before you render. The first script won't be perfect. Rewrite a few lines so it sounds like you, then re-render.

  4. Mix in B-roll. Drop in your own footage per scene or let VEED generate cutaways. Keep yourself as the main character.

  5. Test two models side by side. Run the same prompt through models like Veo, Kling, or Seedance in the same editor. One tends to look more cinematic, the other more raw and handheld.

  6. Run the finishing pass. Add word-by-word subtitles, AI transitions, royalty-free music, clean audio, eye contact correction, and silence removal.

  7. Repeat for each asset. Do the same flow for your ad and your landing page pitch.

Expected outcome:
A demo, an ad, and a pitch video you can post in minutes, all from one photo. Rougher prompts work too, you'll just edit a bit more.

Full tutorial:

TOOL OF THE DAY

Run your SEO check-ins from inside your AI agent.

CrawlRaven pulls together your Search Console, GA4, keyword lists, and a technical crawl of your site into one to-do list, ranked by impact. Connect it to Claude, ChatGPT, or Cursor with a browser sign-in (no API keys), then ask things like "what's slipping this month?" and get answers from your own data instead of a pasted export. It also flags every technical issue with how hard it is to fix and how many clicks are riding on it, so broken links on your top pages come before pages nobody visits.