Claude automates legal and small biz work

Welcome back, Superhuman. Anthropic rolled out 27 new workflows for small business owners and lawyers, continuing its conquest of workplace automation. Plus, an award-winning chemist just pulled a solution to AI’s water problem out of thin air (literally).

Today: Claude’s SMB and legal skills, how to automate manual tasks with Codex, and get the latest prompts and trending social posts.

TODAY IN AI

1. Anthropic ships automation tools for small businesses and legal professionals: Claude for Small Business plugs Cowork into tools like QuickBooks, PayPal, and DocuSign — automating workflows like planning payroll, chasing invoices, and launching campaigns. It includes 15 ready-to-run agentic workflows and 15 skills out of the box. Anthropic also rolled out 12 one-click workflows tailored to legal professionals. Watch how it works for small business owners or legal professionals.

2. Nvidia partners with new superintelligence contender: Ineffable Intelligence, founded in late 2025 by DeepMind alum David Silver, is building AI systems that learn through trial and error, rather than human-written training data. The startup recently secured $1.1B in seed funding at a $5.1B valuation, and has now landed an engineering-level partnership with Nvidia. Learn more.

3. Higgsfield launches Supercomputer, an agentic creative pipeline: Supercomputer is Higgsfield's new chat-based interface that takes a plain-language brief, plans the job, picks the right model, and renders the finished asset without prompts, presets, or tool-hopping. It collapses the typical creative stack into a single conversation. See how it works.

PRESENTED BY AWS

Agent networks break in predictable ways. Here’s how to fix it

Without a control plane, multi-agent systems fail quietly: State lost between steps, cascading failures, no human approval on critical decisions. 

The fix is an orchestration layer, and this AWS workshop shows you how to build one.

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FROM THE FRONTIER

A Nobel laureate's machine can pull 4,000 liters of water from thin air per day — and it could solve AI's water problem.

Thirsty servers. Data centers are on track to guzzle 68 billion gallons of water annually by 2028. That’s a 300% increase in five years, and an issue that’s starting to cause problems across the US. But one startup might have an answer: harvesting water directly from the atmosphere.

Atoco’s solution. Atoco’s machine uses metal-organic frameworks (MOFs) — microscopic structures that trap specific molecules at the atomic level — to pluck H2O straight from the air, even in arid regions. Each commercial unit is the size of a shipping container and produces about 4,000 liters of water daily. It can even run on waste heat from machinery — turning a cooling problem into a water source.

Meet the chemist. Atoco was founded by Omar Yaghi, a UC Berkeley professor who shared the 2025 Nobel Prize in Chemistry for his work on MOFs. Yaghi boasts 55 prestigious awards and has published 300+ peer-reviewed articles. He now oversees Atoco’s R&D department.

Launching soon. Atoco says the atmosphere holds far more water than any harvester could pull, so its system won’t disrupt the water cycle. Production starts later this year, and potential customers aren’t limited to AI companies — any region facing water shortages could benefit.

THE AI ACADEMY

How to automate manual tasks with Codex

• Open OpenAI Codex > Plugins > enable Computer Use > start a new task

• Switch permissions from Default to Full access, approve the required access prompts

• Then give Codex a real task to complete

Sample Prompt: “Open [app/website/file], complete [task], then summarize the results and ask before making any major changes.”

• Codex can also handle repetitive desktop workflows across your apps, from organizing files and updating spreadsheets to testing websites and more

AI tools can make mistakes, please be careful with sensitive data and tasks.

PRESENTED BY SPINACH AI

The 10X notetaker that powers Claude & ChatGPT

Your AI tools are only as good as the context you give them. Spinach AI records, transcribes & summarizes meetings in 100+ languages, then feeds Claude, ChatGPT or Cursor with meeting context and syncs action items to Linear, Jira, Slack, HubSpot & Salesforce.

Backed by Y Combinator, Zoom & Atlassian. Trusted by 10,000+ orgs.
Set up Spinach in 30 seconds →

IN THE KNOW

What’s trending on socials today

🍿 Pixar-Worthy: An AI power user created this professional-grade animated video using just one prompt, which is included in the thread (1.5M views).

🤗 Heartwarming AI: One of the most wholesome uses of AI that we’ve seen recently: using ChatGPT to restore old pictures (2.7K upvotes).

🖥️ Maker Station: Anthropic handed out tiny computers to developers at its most recent conference — see five cool inventions they cooked up.

📊 AI Progress: This viral chart helps visualize just how early we still are in AI adoption.

🏆️ Claude Goal: /goal is a viral new Claude Code feature that forces an agent to work until it fully completes your task (1M views). It’s the viral Ralph Wiggum loop, baked in.

PRODUCTIVITY

5 New & Trending AI Tools

• 🚀 CFO X Desktop*: Run your business on an AI Financial Operating System with custom-built apps, widgets, and files.

• 🧑‍💻 Zed: Edit code using human and AI collaboration.

• 🔎 TrafficClaw: Talk to your SEO and analytics data with AI.

• ✅ Nudge: Auto-schedule your whole week with this AI task manager.

• 📽️ Voqusa: Turn any video into accurate text using simple links.

^{* indicates a promoted tool, if any}

PROMPT STATION

Credibility Portfolio

ChatGPT Prompt: “[Upload Resume] I want to create a professional credibility portfolio that demonstrates my expertise, strategic thinking, and execution ability through tangible proof of work rather than self-description. Based on the attached resume, career background, or Why–How–What narrative, generate a curated set of high-value portfolio asset ideas that position me as a credible and highly capable professional in my industry. Recommend a mix of formats such as case studies, PDF presentations, strategic teardown reports, research papers, frameworks, operational playbooks, articles, dashboards, MVPs, landing pages, workflow systems, audits, templates, thought leadership content, and other proof-of-expertise deliverables. For each recommendation, explain the objective of the asset, the audience it is most likely to influence (recruiters, clients, executives, investors, or partners), the key elements it should contain, and why it strengthens professional credibility. Focus on assets that showcase measurable impact, depth of knowledge, problem-solving ability, communication skills, and practical execution. Also provide guidance on how to structure, brand, and present the overall portfolio so it appears cohesive, premium, modern, and differentiated from a standard resume or personal website.”

Watercolour Travel Poster

ChatGPT Image 2.0: A detailed watercolor travel poster of a lively city street, hand-painted urban sketch style, soft ink outlines, watercolor splashes, architectural detail, fashionable pedestrians walking through a busy avenue, cozy cafés and local shops, cinematic perspective, warm natural lighting, elegant travel magazine composition, large stylish city name typography at the top left, subtitle in handwritten script, subtle paper texture, atmospheric depth, realistic urban life, pastel earth tones, loose brush strokes, travel journal aesthetic, highly detailed, artistic tourism poster, European/Japanese street illustration vibe, white margin layout, premium editorial design

Whenever you’re ready to take the next step

• Check out our Top 125 AI Tools

• Get better at prompting with our Top 1,000 Prompts

• Learn how to use AI at work and get certified with our free course

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Until next time — Zain, Theodore, & the Superhuman AI team.