Gary Reiter

Ophthalmologist, refractive cataract surgery, classical/blues guitarist, animal lover. MedSpa owner with Potenza, PicoSure, and FlexSure . No investing advice.

[Gary Reiter @gary_gsr]

@Peal8888 @grok who is this?

[Gary Reiter @gary_gsr]

@Hoainguyen888 @grok who is this singer

[Gary Reiter @gary_gsr]

Stop engaging the screen. Elevate my life, Dad!

[Cat Posts @Catpostx]

When your cat looks at you like this
Are you still willing not to open the can?🥺🥺

[Gary Reiter @gary_gsr]

AI sharks are cannibalizing each other!

Stock/crypto traders have a diminishing window in which to operate at a profit.

[Lunar @LunarResearcher]

An Anthropic engineer paid for my espresso at Sightglass when he saw my screen

I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling.

"That's not a normal trading app. What's it actually running on"

I told him. Claude Code. Four repos. $25 a month.

He sat down without asking.

"I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges"

Not just edges. Wallets.

https://t.co/klxt0tuTYF

86 million trades. Every wallet. Every entry. Every exit.

"You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them"

He said it slowly. Like he was writing the threat model in his head.

One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50.

Claude scanned 14,000 wallets in 4 minutes. Returned 47.

The top 20 made more than the bottom 13,000 combined.

"That's not a stat. That's a hit list"

Exactly.

"And you didn't write the scoring function"

Claude did. I just wired it into an if-statement.

Then I showed him the second repo.

https://t.co/SbyxXxEMbe

Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes.

Gap. Depth. Resolution window.

487 markets become 35 before a dollar moves.

93% killed before I even see them.

A green fill landed on the screen. +$84.

Copytrade wallet: https://t.co/tiz27yW5bt

He watched it hit.

"How does it decide to actually enter"

Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade.

Consensus filter alone killed 40% of losing trades.

"And the exits?"

The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately.

My bot cuts at 85% of expected move or on a 3x volume spike.

"You built a whale copy bot that exits before the whales"

Yeah.

He put his espresso down.

"How often does it trade"

10 a day on average. Most of them skipped before I look up from my coffee.

My setup:
Claude API - $20/mo
VPS in Germany - $5/mo
poly_data - free
polymarket-cli - free
Polymarket/agents - free

$200 seed. 27 days ago. $14,300 now.

Copytrade here: https://t.co/N2byLbLHH9

271 trades. 74% win rate. Sharpe 2.47.

I haven't touched it in 27 days.

He stared at the screen for a long time.

"This is literally what our red team simulates. Except you actually shipped it"

He emailed me the next morning.

"Any chance you'd take a call with our policy lead"

I told him the article is the call. Read it twice.

Too late to gatekeep.

[Gary Reiter @gary_gsr]

Oh yeah, come and get me!

[Sawyer Merritt @SawyerMerritt]

Here's my first drive on Tesla FSD V14.3.2, as well as showing off improved Actually Smart Summon.

I really like how Mad Max behaved tonight. I tried on the highway twice, and it never hugged the far left lane once. It also never went above 80mph. The way it behaved was perfect (for what I like). Your milage may vary.

Actually Smart Summon starts up and pulls forward/backs out of parking spots much quicker. It's also more confident around people and uses its blinkers correctly. You can feel the groundwork being laid out for Banish in the future.

[Gary Reiter @gary_gsr]

Give unto the cat what is the cats.

[Gary Reiter @gary_gsr]

The art of the “slap” evolves

[Gary Reiter @gary_gsr]

Time marches on while this outstanding performance helps to ease the pain

[Gary Reiter @gary_gsr]

Anyone for some funky bass? 😎😳‼️

[Gary Reiter @gary_gsr]

@AntiLeftMemes A

[Gary Reiter @gary_gsr]

@RightScopee @LeaderJohnThune E

[Gary Reiter @gary_gsr]

@AmericaRedVoice @RightScopee A

[Gary Reiter @gary_gsr]

@SaveAmericaNew 👍

[Gary Reiter @gary_gsr]

Oh my! Such cuteness!

[We don't deserve cats 😺 @catsareblessing]

kittens vs milk

[Gary Reiter @gary_gsr]

@IDFMAGA 👍

[Gary Reiter @gary_gsr]

@WHLeavitt A

[Gary Reiter @gary_gsr]

@CharlieK_news A

[Gary Reiter @gary_gsr]

@WHLeavitt @LeaderJohnThune F

[Gary Reiter @gary_gsr]

@WHLeavitt @LeaderJohnThune F

[Gary Reiter @gary_gsr]

His playing is thousands of times better than just plying the guitar with a drum strapped to your back like is seen over at Venice Beach in California. I am floored by your criticism. I can see why this player made the video in the first place. You must be an awesome player and humanitarian to waste your time doing this on X.