The next big AI frontier isn't Silicon Valley — it's Africa.
In 15 minutes, business leader Hardy Pemhiwa shows why a generation of African entrepreneurs is rewriting the AI playbook instead of copying it.
Here's what he argues:
* Africa isn't catching up to AI — it's writing a different playbook
* The demographic edge: a billion mobile users, median age 19
* AI in the field — teaching classes, triaging patients, raising farm yields
* The case for local compute, local data, and local languages
* Where the next AI frontier actually gets built
Pure gold. Worth every second
Video source: https://t.co/2h0XJG1LL2
I've spent 100s of hours testing how Claude actually helps a 1-person business.
This is the 9-step setup I keep coming back to:
1. Validate the idea: "Play devil's advocate. What are the 5 biggest reasons this fails?"
2. Create about-me. md and brand-voice. md once. Every future chat runs better.
3. Build a Project per function: Strategy, Content, Operations.
4. Use Artifacts for pitch decks, landing copy, pricing pages, financial models.
5. Write sales scripts: cold DMs, follow-ups, sales call frameworks.
6. Connect your tools with Connectors so Claude can search Drive, Notion, Slack mid-chat.
7. Graduate to Cowork to produce real Word, Excel, PDF in your folders.
8. Use Claude Code to build the product (or hire 1 dev who uses it).
9. Set up a daily morning brief: priorities, follow-ups, the one thing you're forgetting.
Most people stop at step 1. The 9-step setup is what changes the leverage.
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Image credit: chrisdonnellyofficial
14 minutes here saves you a year of guessing which AI skills matter in 2026.
The ex-Meta data scientist maps Tina Huang gives beginners and intermediates a tiered map of the AI skills actually worth learning next year.
Here's what it covers + timestamps:
* Investing, prompting, core AI tools (00:00)
* AI agents + local AI agents (04:18)
* Building AI agents + AI coding (08:30)
* Skills self-test quiz (13:35)
Pure gold. Worth every second
Link in the comments
I tested 5 Claude prompts on my own LinkedIn this week.
The result was a profile that finally looks like it knows what it's doing.
Here's the audit checklist to copy:
☑ Profile Picture → "Is the photo clean, well-lit, and does the person look approachable?"
☑ Banner → "Does it work on desktop and mobile, and is there one clear message?"
☑ Headline & Link → "Is credibility established immediately and is the niche clear?"
☑ Featured Section → "Is it obvious where each link goes and why?"
☑ About Section → "Does it feel like a person wrote it, not a brochure?"
Run the 5 questions in one Claude chat. Ask for a rewrite for each.
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Image credit: chrisdonnellyofficial
18 minutes here saves you months of watching your Cowork workspace silently degrade. Ex-Googler Jeff Su shares the 5 setup rules he learned running his entire business on Claude Cowork for 3 months.
Here's what it covers + timestamps:
→ The Markdown Translator (00:19)
→ The 300-Line Rule (01:58)
→ The Memory Diet (08:21)
→ The Project Transplant (11:47)
→ The Skill Check (15:58)
Worth every minute and then some.
Link in the comments
"Should I use Claude AI, Co-work, or Code?"
It's the most common Claude question I get.
Quick rule:
✦ Claude AI → when you need to think, write, or figure something out
✦ Claude Co-work → when you'd rather delegate the task than write the prompt
✦ Claude Code → when you want code shipped without writing every line yourself
One brand. Three completely different jobs.
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Image credit: zeeeljain
7 minutes here puts you ahead of 99% of people using Claude.
Tristen O'Brien explains all 6 Claude products in plain English, no code - built for people who've only ever used the Claude chat.
Here's what it covers:
➔ The 4 ways to actually use Claude (not just the chat box)
➔ The desktop app that touches your files and runs tasks for you
➔ Assigning Claude a job from your phone and getting the result back
➔ How non-developers are building real software
➔ The two upgrades that make every Claude product 10x more powerful
Every minute paid off.
Link in the comments
How to turn Claude into your flight booking agent.
8 Claude prompts that turn a 2-hour search into a 5-minute decision:
1. Best Date Finder
"Find the cheapest departure and return dates within a ±[X day] window around my target travel dates. Compare different date combinations and give me the top 3 options with clear reasons for each."
2. Hidden Flight Finder
"Find available flights from [origin] to [destination] over the next [X weeks]. Include budget airlines, regional routes, and lesser-known connections. Rank the options by total cost, not just the base fare."
3. Smart Route Optimizer
"Build alternative routes from [origin] to [destination] with 1–2 connections under [X]. Focus on shorter layovers, lower total cost, and airports with fewer expensive transit issues."
4. Deal and Promo Code Checker
"Find active promo codes, flash deals, and flight discounts for [airline]. Verify the source, expiry date, and terms. Filter out outdated or invalid deals."
5. Extra Fee Breakdown
"Break down all possible extra charges for this flight, including baggage, seat selection, priority boarding, card fees, and airport charges. Suggest legal ways to reduce or avoid them based on current fare rules."
6. Price Match Email
"Write a professional but persuasive email asking the airline or travel platform for a price match or discount. Use competitor pricing, loyalty status, current policies, and flexible booking options to make the request stronger."
7. Flexibility and Risk Check
"Compare the change, cancellation, and refund rules for these flight options. Tell me which option has the lowest financial risk if my plans change. Also highlight any hidden clauses I should know before booking."
8. Hidden City Ticket Strategy
"Check whether hidden city ticketing could reduce the price from [origin] to [destination]. Explain the real risks, airline rules, baggage problems, and when this strategy actually makes sense."
Run these before you ever open a booking site.
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Image credit: universe.mania
I used Claude as a chatbot for 6 months.
Then I found the features hiding behind the chat box.
1. Skills → reusable instructions for the work you repeat
2. Scheduled Tasks → automation on a clock, no babysitting
3. Projects → memory and context that follows you across sessions
4. Dispatch → trigger tasks from your phone, pick up later
5. Computer Use → Claude operates your desktop directly
6. Opus 4.7 → top-tier reasoning when the job gets heavy
That's the leap from "AI helper" to "AI coworker."
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Ex-Meta data scientist Tina Huang shares her entire Cowork setup — the exact workflow she runs, start to finish. 15 minutes here saves you weeks of guessing how to set up Claude Cowork.
Here's what it covers + timestamps:
✔ Configure the settings (00:42)
✔ Write a PRD (Product Requirements Document) (02:50)
✔ Set up folders & projects (09:19)
✔ Pure execution (10:30)
✔ The autonomous build (12:45)
Pure gold. Worth every minute.
Link in the comments
Hitting Claude's limit every afternoon?
I used to hit Claude's limit by 2pm. Now I almost never do.
Here are the 8 changes that did it:
1. Stop following up. Edit the original prompt.
2. Restart every 15-20 messages. Long chats are expensive.
3. Combine prompts. One ask with three parts beats three asks.
4. Drop reference files in Projects. Free to reuse forever.
5. Turn on Memory for the context you repeat every session.
6. Disable the tools you don't need this turn.
7. Pick Haiku, Sonnet, or Opus on purpose. Don't default to the biggest.
8. Work in 2-3 sessions. The rolling 5-hour window does the rest.
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The biggest risk with AI in school isn't cheating. It's that we stop thinking.
University instructor Charlie Gedeon shows students and knowledge workers what we lose when we let AI do the thinking.
Here's what he argues:
➔ AI is revealing (and accelerating) the cracks already in modern education
➔ What happens when students outsource decisions to ChatGPT
➔ The quiet disappearance of critical thinking
➔ A system built to reward grades over growth
➔ Why fixing this is a collective responsibility, not a tech problem
Pure gold. Worth every second
7 AI writers and I built 70+ Claude skills.
These are the 12 we actually use every day:
1. Instagram downloader → drop a URL, get HD slides + PDF
2. AEO → rewrites posts so ChatGPT and Perplexity quote you
3. Article thumbnails → Claude Code drafts 3-4 on-brand options at once
4. Substack Scraper → URL in, clean .xlsx of every Note out
5. Notes Humanizer → strips AI patterns and adds real rhythm
6. The Sycophancy Skill → Claude starts with the counter-argument
7. Last 30 Days → scans Reddit, X, web and returns one honest report
8. NotebookLM Connector → "make a notebook with these sources" from Claude
9. Email tasks → Gmail digest with only what needs a reply
10. Morning intelligence → a 15-question setup, daily brief shows up on its own
11. Context Mode → Claude Code stops forgetting what it was doing
12. Superpowers → forces plan → tests → code → review on every task
The link to the skills is in the comments.
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The OpenClaw creator explains AI agents better than any explainer thread will.
In 18 minutes, Peter Steinberger makes the case to builders that the shift to agents is real, using the project he set loose on the internet.
Here's what he argues:
★ The moment an agent stopped being a chatbot and became something else
★ Why agents are a real shift, not just better versions of chatbots
★ How OpenClaw became one of the fastest-growing open-source projects
★ What agents change about your ability to work, build, and create
★ "The lobster is loose, and it's not going back into the tank"
Absolutely worth every minute.
Claude Opus 4.8 is already rolling out to all users
I just got it in on my account!
The release also includes a Thinking effort: Low, Medium, High, Extra, and Max
Higher effort means more thorough responses (but uses your limits faster)
You can make Claude smarter by connecting it to NotebookLM!
Here's how:
There's a free way to connect Claude Code with NotebookLM now.
It's a (free) open-source Python tool called notebooklm-py that connects them, and it gives you the entire NotebookLM suite from the terminal:
✦ Audio Overview
✦ Video Overview
✦ Mind Map
✦ Reports
✦ Flashcards
✦ Quiz
✦ Infographic
✦ Slide Deck
✦ Data Table
You just tell Claude what you want, and the skill handles the NotebookLM side.
Best fit for YouTube research, long-form content, and learning workflows.
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Image credit: growai_edtech
IBM explains how to stay relevant in the AI economy.
In 9 minutes, Martin Keen and Justina Nixon-Saintil from IBM lay out what AI literacy actually means and how to build it before your role changes under you.
Here's what they argue:
* Why 39% of today's skills may be outdated in five years
* AI literacy as the new baseline for every role
* Lifelong learning over one-time degrees
* Tools and habits that compound over a career
* How to position yourself as the AI economy reshapes work
Learning Claude should be free!
I found 5 YouTube videos that cover everything you actually need:
1. Complete Beginner Guide → 14 features in one sitting (memory, projects, artifacts)
2. Full Claude Course → prompting, projects, skills, connectors
3. Claude Code Tutorial → for devs who want to ship an actual app
4. 4-Hour Deep Dive → automation + monetization with Claude
5. Build Apps Without Coding → create a full web app from prompts only
Watch in order. You'll be ahead of 99% of users by the end.
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Image credit: Natasha
Microsoft AI CEO explains AI better than most people do.
In 22 minutes, Mustafa Suleyman explains to non-technical people what AI actually is
Here's what he argues:
* Why current AI definitions all fall short
* AI as a "new digital species" - and why the metaphor matters
* What it means that even the builders can't describe where this is going
* The honest case for treating AI as something genuinely new
* What this reframing changes about how we use it
Worth every minute.
Video Source: Ted Talks