then runs a pre processor to filter out the noise. it can look back at the last forty eight or seventy two hours and tell me exactly which keywords are generating profit and which ones are just farming airdrops. it even handles the complex parts like checking the current bid and ask price for markets that are still open so you get a real time view of your equity. most people just look at their realized gains but you need to know the value of your open positions if you want to avoid a nasty surprise when the market closes.

i am sharing all of this code because i have an abundance mindset and i know that if i give you these tools you might find an edge that i missed. wall street thrives on scarcity and keeping their algorithms behind closed doors but that only slows down the progress for everyone else. i want you to take this python script and run it against your own polymarket data to see where you are actually losing money. you might find that your sports betting bot is actually a genius but your crypto trend follower is a disaster and that one insight could save you thousands.

to build this tool i used a specific logic flow where i gave claude the structure of the polymarket csv and asked it to create a keyword based filter. we had to iterate through a few versions because the initial export from the exchange was not giving me the full transaction history. i had to go back and manually export the data to make sure every single win and loss was accounted for including the tiny sub cent fluctuations. once the data was clean the bot could finally tell me the truth about my performance without any emotional bias.

if you are still trading by hand you are basically playing a game with one hand tied behind your back while your opponents are using high speed machinery. even if you do not want to automate the entire decision making process you should at least automate the execution to save on those 3x fee premiums. the goal is to iterate to success by trying a hundred different small ideas and using the p and l tracker to kill the ninety nine that do not work. i will keep building these tools and sharing the logic live because that is how we all get better at this game of automated finance.
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Brady Long
RT @thisguyknowsai: The real AI revolution is in the group chat not the search bar.

Introducing Teamily AI: the world's first human + AI social network, built for better connection and collaboration.

This is the first time our founders @AidenChaoyangHe and @avestime speaking on camera in this way — because they genuinely wanted to share Teamily AI with you personally.

Come see what a Human + AI symbiotic social network feels like. We'd love for you to be part of this journey.

Try Teamily AI → https://t.co/7DwqxR9xND - Teamily AI
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Jukan
GFHK noted in their Q&A following their February report that ARM-based CPUs have relatively weak momentum in AI servers, attributing this to lower GPU scheduling efficiency compared to x86.

They indicated that companies including NVIDIA plan to develop x86 CPU solutions in response. (It remains unclear whether this means licensing x86 architecture or co-developing x86 with Intel.)

$INTC $AMD
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Moon Dev
openclaw with 6 claude codes

today i am giving openclaw 6 claude codes because i truly believe she can do anything we can do but better

this will all be shared inside the private zoom

see if you can still grab a ticket

join here https://t.co/JbJdIbW2p9

moondev
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Jukan
For me, this is pretty hard to believe. Hasn’t Google already decided to massively increase production of next-generation ARM CPUs?

GFHK noted in their Q&A following their February report that ARM-based CPUs have relatively weak momentum in AI servers, attributing this to lower GPU scheduling efficiency compared to x86.

They indicated that companies including NVIDIA plan to develop x86 CPU solutions in response. (It remains unclear whether this means licensing x86 architecture or co-developing x86 with Intel.)

$INTC $AMD - Jukan
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Lumida Wealth Management
1/ Daily News Round-Up:

- Goldman GC to resign amid Epstein fallout
- Foreign investors hedge dollar risk, not U.S. assets
- USS Gerald R. Ford deployed to Mideast
- Detroit’s $50B EV bet backfires
- Coinbase posts $667M loss on crypto slowdown
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Benjamin Hernandez😎
Advance Auto swings back to profit as store closures streamline operations. Turnaround momentum could reshape sentiment across auto parts retailers.

$AAP $ORLY $AZO https://t.co/aG2DjDsWD3
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Bourbon Capital
RT @BourbonCap: $SPGI Director just purchased over $1 Million worth of shares

this is the largest insider purchase since 2015 https://t.co/5dxVtelq5O
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Javier Blas
OIL MARKET: The core group of OPEC+ countries need to decide on March 1 whether to re-start production increases after the Jan-Mar pause.

Some members in the group see scope for resuming the monthly hikes, although conversations haven't started yet.
https://t.co/8giTwmbc3p
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Startup Archive
Palmer Luckey on why seniority and credentials shouldn’t matter at your company

“Fundamentally you have to align all of your incentives - from the career cycles to the pay incentives to the equity grant incentives - around rewarding people who are able to prove that they can move quickly and efficiently.”

Palmer points out that Spencer Fishman went from Anduril intern to the engineering lead of the Ghost program in less than two years. And now he’s one of the leads on the submarine work the company is doing.

“If you show that you can kick butt, you are not going to be held back simply because of seniority or because you don't have the right piece of paper. As a college dropout, that would also be hypocritical of me.”

Video source: @anduriltech (2022)
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The Transcript
RT @TheTranscript_: $RBLX CEO: "You'll note, now that we're age-checking all users who participate in communication on our platform, we've been able to find really a bigger growth opportunity in the 18+ demographic than previously assumed. We estimate our 18 and over cohort is growing at over 50%, and this cohort monetizes 40% higher than younger cohorts"
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Bourbon Capital
Jensen Huang $NVDA: In the next 6-7 years, you’re going to see a whole bunch of Small modular reactors https://t.co/nSVlJeBRdk

Stocks to Buy and Hold for the Next Decade

1. $AMZN - Amazon

Amazon’s global fulfillment and last-mile logistics network is nearly impossible to replicate. Years of infrastructure investment have created a moat that supports fast delivery, low unit costs, and unmatched scale.

AWS remains the backbone of global cloud infrastructure, now operating at a $142 billion annual revenue run rate. It offers the broadest functionality, security, and ecosystem in the market, powering the majority of enterprise and government cloud transitions. More than 90% of the top 1,000 customers use Graviton, which delivers up to 40% better price-performance.

Generative AI has already become a multi-billion-dollar growth engine for AWS. Bedrock reached multi-billion-dollar ARR with 60% QoQ spend growth, while Trainium2 is ramping faster than any internal chip in AWS history, offering 30–40% better price-performance than GPUs.

Amazon’s 250+ million Prime members globally create recurring revenue, high retention, and powerful cross-selling leverage across retail, media, and services.

The company’s grocery and quick-commerce expansion continue to scale. Grocery now spans 1,000+ U.S. cities, with a target of 2,300 locations, while Amazon Now tripled Prime shopping frequency in India and is showing strong early results in the U.S. and U.K.

Advertising is another major growth driver. Prime Video ads now reach 315 million viewers across 16 countries, up from 200 million previously. AI tools such as Ads Agent and Creative Agent are improving advertiser ROI and accelerating campaign creation.

Thanks to its unmatched ecosystem, Amazon is widely expected to become the first company to surpass $1 trillion in annual revenue by 2028, underscoring its ability to monetize across multiple industries. - Bourbon Capital
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