Math isn't just numbers, it's a cheat code to predict literally everything in human existence.

This guy wrote a master manual on how to calculate human behavior, diseases, and urban chaos using pure mathematics.

Here's the fast summary of how it all works:

The main goal: turn real world chaos into solvable math equations.

Covers both worlds: uses discrete steps and continuous flows.

Handles randomness: shows how to model unpredictable systems with stochastic math.

Factoring in delays: explains how time lags radically alter outcomes.

Love relationships: uses dynamic equations to map out romantic relationships.

Zombie outbreaks: models a zombie apocalypse using disease epidemiology.

Alcohol dynamics: analyzes how drinking habits spread across social groups.

Tumor growth: tracks how cancer cells multiply and respond to treatment.

Epidemic spread: simulates how viruses move through a population.

Crime flows: models how crime shifts across different city neighborhoods.

Traffic jam science: uses fluid dynamics to predict traffic bottlenecks.

Sports analytics: breaks down what drives a football team's performance.

Biological systems: tracks human breathing patterns and two-neuron networks.

Arms races and combat: models military conflict and weapons escalation.

Economic systems: maps out market shifts and financial cycles.

Carbon dating: uses exponential decay to figure out the age of artifacts.

Drug distribution: tracks how medications break down inside the human body.

Stability analysis: teaches you how to identify a system's tipping point.

Chaos theory: shows how tiny changes lead to wildly unpredictable results.

Phase plane plots: visualizes system behavior without complex equations.

Real world validation: tests abstract models against actual real life data.

Coding toolkit: implements full simulations in matlab and mathematica.

Bottom line: math isn't just for abstract proofs if a system changes over time, you can model, simulate, and predict it.

🇷🇺🇨🇳 China is Russia’s main war financier

Without Beijing’s support, Russia would have been forced to capitulate.

🔸 China’s share of total Russian exports has increased by around 130% since 2021.

🔸 China now buys nearly 50% of Russia’s crude oil exports.

Without Chinese demand, Russia could not have sustained its current level of military spending.

China is Europe’s principal long-term economic adversary and must be treated accordingly.

Reducing dependence on China in strategic sectors is essential for European security, industry and sovereignty.

"⚡️ The 'Crimean switch-off' is in full swing in the South: 13 more energy nodes were dealt with in 72 hours by the SBS Birds.
The total number of targets during the operation from July 1st to August 2nd is ⚡️177 energy targets in the Temporarily Occupied Territories (TOT). The Zuyevka, Mariupol, Henichesk, and Berdiansk thermal power plants, as well as other 330 kV, 220 kV, 150 kV, and 110 kV substations, have been taken offline."

Trump Media is selling a millisecond head start on Trump’s Truth Social posts for $100,000 a month—so the pros can trade the markets before anyone else catches wind of it.

It sounds like those medieval market charlatans who sold bat droppings and dried snails as miracle cures for everything.
Back then: "Cures the plague and gout!"
Today: "Heal your portfolios—but only if you pay enough." Same hype, same whiff of a rip-off. Only the currency has changed.

And the MAGA idiots don't realize how the US President is ripping them all off.

Most strategic advice fails because it ignores basic game theory and assumes the other side is playing fair.

In this classic yale lecture, prof. ben polak exposes how dominant strategies work in the real world and why reading hidden payoffs is the only competitive advantage that matters.

The core concepts and key takeaways broken down

If you want to use /loop as efficiently as possible, I highly recommend you follow this loop structure.

This is how you automate anything with loop engineering in Claude:

1. The Trigger

This is what starts the loop without you clicking anything.

This could be a timer ("every morning at 8 am"), or it just fires immediately when you type the command.

2. The Doer

This is Claude actually doing the work.

Reading, writing, researching, coding, whatever the task is.

3. The Checker

Decides whether the work is actually good enough or finished.

Without this, Claude has no way to know if it did a good job; it just assumes it's done and stops.

A good checker asks: does this pass a test? Does this match what I asked for? Is the number correct?

4. Stop Rules

Every loop needs to know when to stop, on success and on failure.

Success stopping: "all tasks are complete."

Failure stopping: "if this fails 5 times in a row, stop and tell me."

Without this, a loop either runs forever or fails the same way repeatedly without ever telling you.

5. Memory

A simple file where the loop writes down what it did and what it learned.

Next run, it reads this first so it doesn't repeat mistakes or forget what it already figured out.

6. Instructions

Lastly, these are the rules the loop should always follow.

Think: your preferences, your constraints, how you like things done.

Read every single time the loop runs, so it always "remembers" who you are.

Put together, a loop is just this:

Something starts it (trigger) → Claude does the work (doer) → something checks if it's actually right (checker) → it stops or tries again (stop rules) → it writes down what happened (memory) → it always follows your rules (instructions)

Master these 6 parts, and you can build a loop to automate anything.

Clarity Precedes Strike

Bertrand Russell drops a cold truth in this clip: good intentions don't make good decisions, game theory does.

It shows why two smart people making totally logical choices usually end up triggering the worst possible outcome for both in business, politics, and relationships.

How to stop asking "what should i do" and start reading hidden payoffs: key concepts.

GOLDMAN SAYS $185 BILLION OF FORCED SELLING COULD HIT GLOBAL STOCKS THIS MONTH

CTAs are funds that trade on price signals alone.

Their programs buy when prices hold above set levels and sell when prices fall below them, regardless of earnings or news.

Goldman's current estimates:

- $7.5 billion of global selling next week under most scenarios, with $4.5 billion in the S&P 500
- $31.5 billion if markets fall further
- Up to $185 billion over one month if the decline continues

The S&P 500 trigger levels are 7,455 short term, 7,204 medium term, and 6,765 long term.

Each level that breaks moves more funds from holding to selling. That selling pushes prices lower, which brings the next level into range.

Goldman says the recent tech decline reflects systematic funds cutting exposure rather than a change in the earnings outlook.

Codex cheat code: tell Sol to deploy Luna Max as a subagent.

This prompt helps you do exactly that

This Codex prompt is literally a $300/hr senior engineer

𝗰𝗼𝗽𝘆 𝗮𝗻𝗱 𝗽𝗮𝘀𝘁𝗲 the full prompt

BREAKING: #WTI Crude Oil falls 9% to $79 after President Trump claims an Iran peace deal is back on the table.

Reminder: SpaceX $SPCX first earnings call is on Tuesday, August 4, 2026, after the market close 4:30 p.m. ET

Following the earnings report, an additional 20% of shares become unlocked on August 6, with more shares every 2 weeks until 100% are unlocked by December 2026.

SpaceX is currently down 51% from its peak.

Nasdaq futures jump 0.75% on "peace talk hopes"