#Calgorithm

Check out the slo-mo of a CRT beam rolling at 240 Hz... I think 1080p might still have a place in the world. @BlurBusters @NOTimothyLottes - I think I finally got the algorithm ported correctly!

Raleigh we comin!! Hope to see some great #Calgorithm patriots there

In honor of Cal week I compiled a thread of some prominent Cal attendees and grads. Had to do some deep digging to find any noteworthy names. Maybe one day Cal can produce some more successful alums. 🤷‍♂️ #Calgorithm let me know who I missed. Maybe m Thread 🧵 (1/11)

I am your algorithm✨🌀

🎶🎵OUR QB FERNANDO🎵🎶 From the group that brought you Ott To Go... Original (parody) song by: @nyt_wordle_bot @atomsareenough @TwistNHook and @AdmiralBear01 Performance by @itsmickyhage For #CalTwitter aka THE #CALGORITHM LISTEN ON SOUNDCLOUD NOW

#Calgorithm, TAP IN 🤝

Toot toot. #Calgorithm @CalFootball @calfootballpr @RonRivera80

I used Claude Fable 5.1 and GPT-6 Astra to build a scanning algorithm for trading The result: +$1,731.72 in 3 days 1,056 launches tracked. 2,340 holders analyzed. 19 wallet clusters detected. Only 4 tokens passed, each scoring 90+ I made this Repo publicly available GitHub: Here's how it works: RADAR tracks new pumpfun launches in real time, monitoring market cap, bonding curve progress and trading activity SHIELD checks token creators. 10+ launches with fewer than 10% graduating? Flagged. Dev bought 15%+ at launch? Flagged SCANNER analyzes the top 20 holders and first 20 buyers, tracking their history, entries and token distribution CARTOGRAPHER links wallets through shared funding sources, transfers and same-transaction buys to reveal hidden ownership GUARD checks creator history, first-slot accumulation and remaining developer holdings ORB combines the signals into a 0–100 risk score and estimates potential price impact if connected holders sell Oct 26, 13:05 UTC: DESSA launched on pumpfun 14:14 UTC: market cap recorded at $133K. QuantumOrb RADAR alert, followed by SHIELD and SCANNER checks. Score: 92 It reached $20.6M, roughly 154x from that early snapshot 20 wallets → 18 operators 2 connected wallets → 5.8% of the float Potential selling impact → −9.4% PUBLIC RELEASE COMING SOON

Thanks for coming #Calgorithm! Cheers to the 2 best burnerverse's in the damn land! 🍻🐺🐻

New Investment: Thank you so much to the #Calgorithm community! We are so thankful for your recent support of Cal Football. #CalFootballFriday @CalAthletics

Slight variation from our normal #Calgorithm programming. I received the sheet music from the staff of BC’s marching band and was able to finish arranging “For Boston” to use in my project later, but I figured there’s no reason #BCBC Twitter can’t enjoy it now. For the Cal fans not in the know, it was the first American college fight song ever written, and I really like it. Go Bears and Go Eagles. @NewtonJedi

TO ALL THE KIDS OUT THERE, I HOPE YOU'VE LEARNED THAT IF YOU SHITPOST HARD ENOUGH, YOU CAN ACHIEVE GREATNESS. #FightForCalGameday #ShitpostToVictory #Calgorithm #GoBears

Berkeley, for the FIRST TIME EVER, we're headed your way! College GameDay is coming to town as Cal welcomes top-10 Miami 🔥 @CalFootball

Celebrating two of the best truth statements of 2024. Jaydn’s back and the Axe remains in Berkeley. #Calgorithm

This guy used Grok Bot to build a Quant Cloud system and it made $3,985 a day on Polymarket The result is already +$530,025 PnL in 133 days with about $261 per average trade, repeating the same setup roughly 33 times every hour across BTC "Up or Down" markets Several AI agents work together as one algorithm: 1. Ichimoku detects when short-term BTC momentum changes direction The bot calculates two moving reference lines: Tenkan = (9-Period High + 9-Period Low) / 2 Kijun = (26-Period High + 26-Period Low) / 2 Then: Tenkan crosses above Kijun → Up signal Tenkan crosses below Kijun → Down signal This identifies shifts in short-term direction without relying on a single BTC movement 2. The Ichimoku Cloud confirms whether that direction has enough support The system calculates two projected boundaries: Span A = (Tenkan + Kijun) / 2 Span B = (52-Period High + 52-Period Low) / 2 Both spans are projected 26 periods forward to form the cloud BTC above the cloud + bullish crossover → stronger Up signal BTC below the cloud + bearish crossover → stronger Down signal If BTC remains inside the cloud, the bot treats the directional signal as less reliable This trader’s Polymarket account: Most profitable trades: $392 → $2,746 (+$2,354) $587 → $2,609 (+$2,022) $1,656 → $3,531 (+$1,875) The system uses the Ichimoku crossover to identify momentum and the cloud to confirm the current market direction

This guy used Grok Bot to build a repricing system on Polymarket Result: +$207,170 It trades 5 and 15 minute crypto Up/Down markets, combining a fair value model with dynamic hedging Several Grok Bot AI agents work together as one algorithm: 1. Finds undervalued outcomes At the start of each market, it records the reference price S₀ and monitors spot/perp feeds for the underlying asset The model then updates fair value based on how far the price is from S₀, time to resolution, momentum, acceleration, volatility, and order flow Model Edge = p_model(outcome) - market price If the edge is large enough to cover the spread and fees, it starts buying that outcome 2. Adds the opposite outcome to its existing position when the signal reverses As its fair value estimates shift toward the other side, the trading sequence can look like this: Up → Down → Up → Down Buying the opposite outcome reduces net exposure and acts as a dynamic hedge Its Polymarket account: std0 The system’s main edge comes from how fast it updates fair value: > Tries to detect changes in fair value before market prices adjust > Increases exposure as the signal strengthens > Uses the opposite outcome to adjust its position

Dear algorithm, Please let me cook 💵 Coming 🔜

What started as a United #Calgorithm Socialist Republics bit, itself an offshoot of making the world Bear Territory via donation map, has now evolved into a state anthem multimedia experience inspired by the People’s Program flag. Just couldn’t pull off the Red Army Choir singing.

Congratulations to @DukeFOOTBALL for making it to the @ACCFootball championship game. In this season of gratitude, I think it would be a fine gesture for Coach Diaz and all happy Duke fans to make a donation to a charity of the #Calgorithm’s choice. Calgorithm, do your thing.

We can’t thank the #Calgorithm enough for all they’ve done to support this team and program. See you all tomorrow at Oski Village!! #GoBears