Magic internet money.

The Kitchen
Joined August 2020
IZU 🦉 retweeted
what are the best trading / finance reading or learning resources for someone looking to build a strong foundation
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IZU 🦉 retweeted
One of the more interesting findings from Axis Robotics is that giving a robot more training data can actually produce worse results. In a recent study, Axis tested how simulation data affects real-world robot performance. The result was striking. Using the same 10 real-world demonstrations per task, carefully selected simulation data raised average success from 16.7% to 85.8%. But when they added the full simulation data pool, success reached only 25.8%. The difference is hard to ignore. The robot didn't need every available demonstration. It needed the demonstrations that helped it learn what mattered. This is the problem @axisrobotics is trying to solve with its data engine. Generating thousands of trajectories is one thing. Knowing which trajectories will help a model perform better in the real world is a much harder challenge. That distinction matters because simulation can generate data at enormous scale, but scale alone doesn't guarantee useful learning. @axisrobotics is exploring how to close that gap by making data selection part of the training process itself. And I think that's an important direction for Physical AI. The next breakthrough may not come from feeding robots more data indiscriminately. It may come from getting much better at choosing what they learn from. That's a wrap! My unique code: s.kaito.ai/csbbfte
So what does @axisrobotics actually sell? It would be easy to say “robot data,” but that doesn't really capture what they're building. Axis's core commercial unit is the Task Package: a structured bundle built around a specific task a robot needs to learn. Think about teaching a robot to sort objects in a factory. The valuable part isn't just having thousands of demonstrations. You need the actual scenario, the skills involved, different object types and layouts, and enough variation for the robot to learn something that transfers beyond one setup. That's what @axisrobotics packages together. A single task can be expanded across different layouts, object appearances, sizes and materials, generating a much broader distribution of training experiences. Axis's task-generation pipeline can then turn those specifications into simulated teleoperation tasks, while its web infrastructure lets contributors collect trajectories at scale. The resulting data is cleaned and filtered before delivery. And this is where I think the bigger idea becomes clear. Axis is building a system where a customer can say: “This is what I need my robot to learn.” Axis can then help turn that requirement into the environments, variations and training data needed to teach it. That's a much more interesting business than simply selling datasets. Because once the model is deployed, you can discover where it still struggles, generate more targeted data, retrain, and improve the next iteration. The product is the Task Package. But the real value may be the engine behind it, a system designed to make data and models improve together. That's a wrap! My unique code: s.kaito.ai/csbbfte
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Anyways I am building the biggest Blockchain and Ai conference in the continent. I have the sitting minister of education as a speaker, the deputy governor of Lagos as a speaker. Multiple VCs, Builders across diverse industries coming to impact our industry on the 23rd October 2026 at the National Theather. Be There Blockfestafrica.com
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Best piece of advice available on the internet today. If you are in your 20s, read this right now:
If you're in your 20s and haven't "made it" yet, listen up. Things are about to get really hard. This might be the most important post you read this year. (coming from someone who "made it" unconventionally in their mid-20s): - The #1 skill to possess in 2026 and beyond is being high agency. Information is no longer a moat (you can now prompt AI and find out anything at any time). Your biggest moat is your mental agility and speed. How fast can you spot an opportunity, act, fail, learn, get up, and repeat again? This is how I define high agency (essentially acting instead of waiting). - Stay curious. Read, explore, go down new rabbit holes, try new products, speak to new people. The last point is critical because society has become too isolationist. People WANT to work with other good people. So many good ideas come from collaborating, thinking, and brainstorming. Don't rob yourself of that. - Avoid bullsh*t at all costs. Things I define as bullsh*t: Video games, social media (unless you're researching/posting for a reason), junk food, chasing women, basically anything that isn't essential to your mission. Yeah, there's a time for fun - but I've found it's better to operate in absolutes than in the middle (i.e., either lock the f*ck in for 3 months, then do a week of full switch-off - don't mix the two) - Prioritise health. Diet/exercise/sleep are the 90% variables here. And of that 90%, sleep is half of it. If you're going to optimise one single thing in life, it's sleep. I've found the work sorts itself out if you're firing on all cylinders mentally. - Prioritise real work. Identify the top 3 needle-movers the night before, and attack those tasks upon waking. Nothing else matters until they're done. The work needs doing. No one else will do it for you. How many days can you stack in a row of doing this? Momentum snowballs. Make being a hard worker your identity, not a fad. I work 14-hour days every day, 7 days a week. I burn out occasionally, then I pick myself up and do it again. The world is changing fast; you can't afford to be slow. - Simplify your life to "anchor" habits. You only need a few high-impact habits to compound into huge results. 2 examples: 1. Bedtime alarm (you'll sleep better > feel better > get more work done). 2. Identify your main 3 priorities done each day (this way, even if you slack for the rest of the day, you've moved the needle) - Arbitrage. The second you can afford it, get an EA. They're cheap (global arbitrage). The second you can get a 2nd employee, do it. And keep going. Invest in more staff and not on watches/designer/lifestyle - I've done this, I own multiple Pateks, a Maybach, Loro suits, you name it - trust me, it's all bullsh*t. - AI. AI. AI. You need to dedicate a minimum of 10 hours a week to just learning about AI. And another 1-2 hours a day using it. As we speak, I have ChatGPT, Claude, Gemini open - all with custom prompts/skills (i'm not using them to write - tip: Using AI to write is a sh*t way to build a brand, + writing is fun as it's a mental challenge - don't rob yourself of cognition for the sake of expediency). - Emotional intelligence > IQ. So many people are f*cking dumb. Not in a book-smart sense, but in an emotional sense. In business, put yourself in others' shoes, don't be a jerk, think about your actions, if you mess up - reflect on it and be honest with yourself. Stop deflecting blame. Stop blaming the world. Yeah, sucky stuff happens in life, many things are out of our control. But you CAN control how you act. - Build a personal brand. The reality is, everyone has a personal brand. Some people have a "brand" that only their friends/family see, some people have a brand that millions see online. I'm not saying become a cringy "influencer" - but accept you have a brand. And then make a decision as to whether you want to take that brand public. Building in public is the best way, this is how I grew my account. I was just sharing my thoughts/trades. It ended up changing my life. I was a 20-year-old kid in my parents' house in Australia, now I'm friends with billionaires, VCs, and founders (all stemming from the fact I started tweeting). - Put most of your energy into high-upside vehicles. Obviously, to acquire the necessary capital to pull this off (not just $ capital, also knowledge and resources), you may need to start with a lower upside vehicle (i.e. a lot of SAAS founders started with agency/info models before scaling). - Don't follow your passion. I know this sounds controversial, but by limiting yourself to a single passion, you may be limiting your ability to discover another passion. Personal example: As a teenager, I was super into music - I wanted to be singer. I started researching finance/crypto, it wasn't my passion but I found it mildly interesting. Little wins compounded into bigger wins, I got addicted, ended up loving it, and now I couldn't imagine music holding a candle to the thrills of being an entrepreneur. It wasn't my passion but now it is. Just stay curious, try stuff, and you may stumble into a career you never expected. This open-mindedness will be more than needed heading into an era of rapid change.
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You can do great things from a small place.❤️
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I am feeling happy and optimistic about the future.
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Great meal😂💯 Interesting stuff right here,endeavor to check it out.👇
[Hell's Kitchen - Episode 07] 😈 @izu_crypt enjoys his meal while accessing REAL yield with ETH+. Sounds nice, right? 💥 Episode 07 & New Quest LIVE RIGHT NOW 💥 [Are You In] Or Out? Quest Link In 🧵👇
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Manifesting ‘fuck you’ money in 2025.
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KOINOPHOBIA
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Missed $HYPE ? (You should read this) This Hell kitchen episodes released regularly by @Bracket_Fi cracks me up so much😂 Probably because I have always been a big fan of Master chef Gordon, Today’s episode passed an important info about majority of Defi projects larping around fake products and users, love to see @Bracket_Fi restoring DeFi heritage I have recently joined in on their Quest, which seems to offer a chance to make $1k+ and potentially earn 25k+ BARS points Here’s how to participate:👇 > Visit bracket.drops.house/invite?c… > Connect your wallet. > Complete the social tasks. > Then click on " Enter Drop " and refer to friends. NB: Zero deposit is required, all you need to do is to complete the required tasks and earn rewards. BARS points could probably translate into an airdrop, so treat this seriously as it is underfarmed and is a great opportunity to position yourself for zero $ task airdrop rewards
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I AM ABOUT TO WALK INTO THE MOST ABUNDANT BALANCED WEALTHY AND SUCCESSFUL PERIOD OF MY LIFE. I NATURALLY ATTRACT GOOD FORTUNE, AND I AM WEALTHY IN MORE WAYS THAN ONE. I GIVE MYSELF PERMISSION TO PROSPER, AND I HAVE THE POWER TO BUILD THE LIFE THAT I DESIRE
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Uptober was good Moonvember will be great. Let’s do more! Job’s not finished.
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Good tek🎯
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$47 Next leg up?👁️
This Post is from a suspended account. Learn more
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Last day of the month, take your time to reflect on it. Then build a structure for the new month with a target. Stop praying for luck, create it! Everything is intentional, nothing is a coincidence. Gm to you🎩🫡
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Wow I made it to the Top 5. Let’s do more in Moonvember🎩🫡
Replying to @Protokols_io
Here are the Top 5 Trending KOLs from last month, filtered by “Best Calls”: 1. @probablytails - called $GOAT, with a performance of 38,720% 2. @hoppycat - called $GOAT, with a performance of 29,860% 3. @ponzisaur - called $GOAT, with a performance of 29,660% 4. @NRv_gg - called $GOAT, with a performance of 29,130% 5. @izu_crypt - called $GOAT, with a performance of 25340% Following these KOLs and holding their calls would’ve netted you at least a 250x return.
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The grind may go unnoticed but the result won’t GM🎩🫡
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Here are the profiles who mentioned $GOAT under $10M Market cap: @AndyAyrey @probablytails @hoppycat @yiyun_dan1 @izu_crypt @NRv_gg @0x_Neko @SpiderCrypto0x @HAOWENSIR @XChadxxx @degenmfer88 @0x_degengod @followin_io @ponzisaur @0xkitty69 @CookerFlips You might want to track these guys calls by adding them to your KOL List on ProtoKOLs.
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