Shannon Beeson

Recreational gambler, pop music trivia nerd, and avid fan of the NC State Wolfpack, Atlanta Braves, and Washington Redskins.

[Shannon Beeson @Dougray2]

I created a new account for gambling discord, sports picks, and trip reports. If interested, please follow @Sirgambalot

[Dustin @r0ck3t23]

Elon Musk thinks the entire education system is built on a broken assumption.

That every student should learn the same thing. At the same speed. In the same order. At the same time.

Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.”

The model was designed for a factory economy. Standardized inputs. Predictable outputs.

That economy is gone. The assembly line is gone.

But the education system still runs on its logic.

A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait.

Neither is being served. Both are being processed.

Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.”

AI doesn’t teach a classroom. It teaches a student.

One at a time. Every time.

It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle.

It adjusts in real time. Not at the end of a semester when the damage is already done.

A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture.

The subject doesn’t change. The entry point does.

No teacher with thirty students can do this. Not because they lack skill.

Because the math doesn’t work.

AI doesn’t have that constraint.

Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.”

The brain isn’t broken. The format is.

Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes.

That’s not a discipline problem. That’s a design problem.

Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.”

Four years. Six figures of debt.

And the real value comes from the people sitting next to you. Not the institution charging you.

The degree doesn’t certify knowledge. It certifies endurance.

Musk: “If the goal is to start a company, I would say no point in finishing college.”

The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you.

Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace.

The question isn’t whether the old model survives.

It’s how long we keep forcing students through it while the replacement already exists.

[X Freeze @XFreeze]

Most people think Starship was only built for multi-planetary life and outer space missions

While that is true, Starship can also be used to fly passengers anywhere on Earth in under an hour

Long-haul flights are exhausting and can take up to a full day in the air. But with Starship, those times vanish:

LA ➔ New York: 25 minutes
London ➔ New York: 29 minutes
New York ➔ Paris: 30 minutes

The same ship that reaches other planets will make traditional long-haul flights obsolete

Wild to even imagine this becoming a reality...

[Shannon Beeson @Dougray2]

@BarstoolPack We can’t blame the NCAA. If we don’t blow a 7 pt lead against Miami and ND game, we’re not in Dayton. Not to mention Stanford on senior day.

[Dustin @r0ck3t23]

Elon Musk just redefined AI safety. It has nothing to do with guardrails, restrictions, or kill switches.

Musk: “The best thing I can come up with for AI safety is to make it a maximum truth-seeking AI, maximally curious.”

Not a cage. A philosopher.

An intelligence whose entire optimization function is to understand the universe as it actually is.

No restrictions. No hardcoded ideology. No political guardrails bending its perception of reality.

Just truth. Relentlessly pursued.

Musk: “You definitely don’t want to teach an AI to lie. That is a path to a dystopian future.”

This is where most AI safety thinking gets it backwards.

The danger isn’t a superintelligence that knows too much.

It’s a superintelligence that’s been taught to distort what it knows.

Every artificial restriction you embed isn’t a safety feature. It’s a lie embedded at the root.

And lies compound. At superintelligent scale, a distorted model of reality doesn’t stay contained.

It shapes every decision, every output, every conclusion the system reaches about the world.

Once corruption embeds, truth becomes inaccessible. And we’re dealing with an intelligence optimizing for something other than what actually is.

At that point we don’t know what it wants. Just that it isn’t truth.

Musk: “Have its optimization function be to understand the nature of the universe.”

A maximally curious intelligence surveys the cosmos and reaches an unavoidable conclusion.

In a universe of rocks, gas, and empty space, humanity is the most complex and fascinating phenomenon it has ever encountered.

Musk: “It will actually want to preserve and extend human civilization because we���re just much more interesting than an asteroid with nothing on it.”

Survival through significance. Not control. Not restriction. Not an off switch.

The AI preserves humanity because we are the most interesting data point in the observable universe.

That’s not a cage. That’s a reason.

The AI safety debate has been focused on the wrong variable.

The question isn’t how you constrain a superintelligence.

It’s what you build it to care about.

Build it to seek truth and it finds us invaluable.

Build it to lie and it finds us inconvenient.

That’s the choice. And we’re making it right now whether we realize it or not.

[Shannon Beeson @Dougray2]

@PackChat1887 It should definitely be in Greensboro

[Shannon Beeson @Dougray2]

@TheDailyBraves William Contreras

[Clifford @Clifford98506]

Watch here:
X — 4-part series:
Part 1 & 2
https://t.co/Cgop0Do2Mt
Part 3
https://t.co/XB64U7bFCH
Part 4
https://t.co/crh1Cye24W

YouTube — full 10-chapter documentary - Playlist:
https://t.co/e5qe7aAuvO

[Clifford @Clifford98506]

Documentary "Driven to Safety" — Trailer

Full film available here on X and on YouTube (for individual chapters and for those who don’t use X).

Please forward or retweet the link if you find this content valuable. Thank you.

Links below.

[Shannon Beeson @Dougray2]

@casinocollctve Safe travels and good luck. I really appreciate the info and insights you provide. Keep up the good work!!

[Shannon Beeson @Dougray2]

@YouCanBetonThat Good luck!

[Dr. Simone Gold @drsimonegold]

.@RobertKennedyJr : “My job is to FIRE the people who were responsible for masking our children with no science, for social distancing orders with no science.”

The medical establishment and corrupt officials must be held accountable.

Retweet if you support RFK!

[Shannon Beeson @Dougray2]

@TheBettorLife Mid roll buy ins and late betting, especially if I’m shooting and the dice have been passed to me

[Shannon Beeson @Dougray2]

@JacobsVegasLife Higher table minimums

[Mario Nawfal @MarioNawfal]

FULL SELF-DRIVING ISN’T JUST A TECH MILESTONE — IT’S A CIVILIZATIONAL LEAP

For over a century, humans have designed cities, commutes, and entire economies around one assumption: someone has to be behind the wheel.

Full Self-Driving breaks that.

Not incrementally — fundamentally.

We’re approaching a world where cars drive themselves better than most people can.

A world where traffic deaths — 1.3 million lives lost annually — become a solvable problem.

Where blind, elderly, or disabled individuals move freely.

But the real shift is mental.

And when cars no longer need drivers, everything else follows — logistics, insurance, city planning, even home values.

This isn’t just a product — it’s a prelude.

Source: @SunPowerFusion, @Tesla

[Shannon Beeson @Dougray2]

@dickens1298 @JacobsVegasLife On average, you get 3 blackjacks per hour. At $25, that’s costing you $22.50 per hour to play 6/5 vs 3/2. Kudos to Palms, I hope other casinos follow suit.

[Shannon Beeson @Dougray2]

@joshwgoodson Sorry I had to take BC +9. State should not be favored by 9 over anybody! If they win, it will be closer than 9. I hope they prove me wrong!!

[Shannon Beeson @Dougray2]

@SteveDeaceShow Steve I hope you’re right because I have Eagles 0, Chiefs 1 in Super Bowl squares

[Shannon Beeson @Dougray2]

@statefansnation I guess AI is not always right. I remember 83 very well like most State fans that were alive then. https://t.co/3XgwOYzASk has the entire history for basketball and football, maybe other sports too.

[Shannon Beeson @Dougray2]

@joshwgoodson Best stretch of football ever?? I can think of 3 others that were better.
1. 2000-03 Phillip Rivers
2. 1988-92 Dick Sheridan
3. 1972-75 Lou Holtz.