The Equilibrium Analyst

Political strategist applying game theory to SA politics | Debt = Politics | Predicting coalitions like market moves | Family man who reads Rawls at bedtime

[The Equilibrium Analyst @Sir_Mjada]

@SAReserveBank The banks aren’t just smiling all the way to the bank… they ARE the bank. 😂💀

[The Equilibrium Analyst @Sir_Mjada]

@Newzroom405 The banks aren’t just smiling all the way to the bank… they ARE the bank. 😂💀

[The Equilibrium Analyst @Sir_Mjada]

@Karabo_XCVII The banks aren’t just smiling all the way to the bank… they ARE the bank. 😂💀

[Kaya ON 959 @KayaON959]

Former Generations star Thahira Syed is appealing for support as she battles Stage 3 breast cancer, renal failure and COPD.

Every contribution can help.
https://t.co/RLwLehIHjC

[nicole ruiz @nwilliams030]

ADDING TO THE HOMESCHOOL CURRICULUM

[David Ondrej @DavidOndrej1]

Hermes Agent just crossed 180,000 github stars

pair it with MiniMax M3 and it gets 100x cheaper to run

full setup in the video

[Alex Smith @ninja_maths]

For anyone wondering how a third-grader can complete six years' worth of math in a single year AND score a 5 on the AP Calculus exam.

This knowledge graph spans 3,000 math topics, from 4th grade to the university level, providing the perfect basis for mastery learning.

Students can go as fast or far as they want! There are no restrictions whatsoever. The only requirement is that they must demonstrate mastery of each topic before moving on to the next.

Kids are capable of incredible things when given that kind of freedom and support.

[ₕₐₘₚₜₒₙ @hamptonism]

This 57 minute conversation with the founder of Palantir is literally worth more than reading 20 books:

[Springer Health+ IME @SpringerIME]

The Endocrine Society has published a clinical practice guideline on the diagnosis and treatment of children with central precocious puberty (CPP) in The Journal of Clinical Endocrinology & Metabolism. Read our latest news article to find out more.

[Bert Pretorius @BertPretorius]

Happy birthday to my beautiful girl, Charné ❤️ Today we celebrate your incredible life — your faith, strength, grace, and love. You are an amazing wife, a devoted mother, and a wonderful Gigi, and I thank God for the gift that you are to all of us. Thank you for walking this journey with me. Your love for Jesus and for people continues to inspire me and the world. May you have an awesome year, filled with God’s goodness, favour, and strength. The best is still yet to come! Love you dearly. Happy birthday my love 🎉 @CharnePretorius

[Ruben Hassid @rubenhassid]

Instead of watching Netflix tonight.

Spend a day mastering Claude here: https://t.co/Vn60ElPZ2i

→ Level 1 - 24 min: The basics.

Claude For Dummies: https://t.co/HNa5MrCLVU
Claude Setup: https://t.co/jw2qdIcjnh

→ Level 2 - 1 hour: Real workflows.

Claude Cowork: https://t.co/uWTpOI3Woc
Claude for teams: https://t.co/qxlcqhf8bM
Claude Design: https://t.co/ZY8Fg5D2ea
Cowork + Projects: https://t.co/Q7AN9CZAbO
Claude for slides: https://t.co/L0bPMgXci6
Claude Skills: https://t.co/6cHYYfjXEA

→ Level 3 - 3.5 hours: The pro moves.

Avoid sycophancy: https://t.co/5i8xSJBGUl
Claude Code: https://t.co/UgE9xBXVbE
Claude 101: https://t.co/OvBmlvnVqL
Stop hitting Claude limits: https://t.co/j5fEzSH5br
Stop Prompting: https://t.co/j1LATSJiat

→ Level 4 - 8 hours: Expert mode.

Claude Computer: https://t.co/TxYuHPjgbV
Build with Claude API: https://t.co/RcCbfNjlzz

Pro tip: Don't binge it. Do one level per sitting.

Actually apply each guide before moving to the next

[Matt Dancho (Business Science) @mdancho84]

🚨McKinsey just dropped how to build agentic AI (that works)

Here's everything you need to know in 2 minutes:

[Mr. Buzzoni @Mr_Buzzoni]

Claude Code will grill you with 40+ questions before writing a single line of code

> it's called /grill-me - 3 sentences long. most impactful skill I use

instead of jumping straight to code - it walks every branch of your design tree until there's zero ambiguity

> every question reveals something you hadn't thought of

other skills I use daily:

> /write-a-prd - idea → proper product doc

> /prd-to-issues - doc → GitHub issues automatically

> /tdd - tests first, forces edge case thinking before code

> /improve-codebase-architecture -> full structural review of your codebase

all links and full breakdown in my article

full video from Matt Pocock 👇

[0xDipper @Dipper_pol]

Nassim Taleb filmed a 10 minute lecture that explains how one 70-year-old formula separates surviving traders from bankrupt ones

Most Polymarket traders size positions by "feel" — this is why they blow up

Watch the video, then read the full article on 3 math formulas the top 1% of Polymarket traders run on every single trade ↓

[Wise @trikcode]

This guy literally shows how to use Claude Code 10x better

[zostaff @zostaff]

🚨 HOW I BUILT A FULLY AUTOMATED TRADING BOT IN 34 MINUTES WITHOUT WRITING A SINGLE LINE OF CODE

> One person built a trading bot in 34 minutes
> Didn't write a single line of code manually
> Just talked to Claude Code
> The bot detects market regime on its own: bull, bear, sideways
> Switches strategies for each regime automatically
> 13 safety checks before every single trade
> Stop-loss, circuit breakers, position limits, correlation check
> Walk-forward backtest - not curve fitting, real simulation
> Connected to Alpaca - free paper trading
> 45 out of 45 tests passing
> Full pipeline: data -> regime -> signal -> risk -> order -> log

Hedge funds pay millions for this, He paid $0

[Alok Pathak @1005Alok85200]

5 BEST GitHub Repositories to Learn AI Engineering in 2026:

1. Awesome Machine Learning. https://t.co/E9EFe6Lz6F…

2. Full Stack Deep Learning. https://t.co/tEDhJiBTcf…

3. LangChain. https://t.co/FOKqdQ9qGm…

4. LlamaIndex. https://t.co/aASAj7qY6A…

5. Hugging Face Transformers. https://t.co/l6YlQyZ9ZS…

👇Comment "Git" if you find this helpful.

Repost so others can benefit.

Follow for more.

[Dvz | Python Architect @PythonDvz]

Top AI Agentic Desogn Patterns

[Forge Mode | Self-Mastery® @HoliHappiness]

The Most Powerful Paradoxes Of Life:

-A Thread-