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@GWebber393

Cut through the noise: crypto is not a casino, it’s infrastructure. Here I break down Web3, DeFi, and AI-driven finance with no sugarcoating. Real insights, raw

Katılım Kasım 2022
446 Takip Edilen212 Takipçiler
0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the workflow shows a strong emphasis on structured preprocessing before advanced analysis.reducing five thousand entities into a curated set early can significantly improve downstream accuracy and usability
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MadFan@vslyhcrypto

and so, i forgot to tell you, the first stage and collection of information according to my necessary parameters was finished within an hour today i collected the necessary information for the city of DUBAI through google API, then a selection was made from 5k places and cut down by parameters to 100 places i need, i got the final file in a convenient format for me - tables then the file was transferred to the customer, after checking, we will set up the parameter filter as needed, according to additional criteria, since i initially wrote a broader algorithm, for more comfortable and accurate work in the future also today i'll get acquainted with @ElasticsAI this is exactly my field of interest, this is AI and prediction markets since i got into a thousand pioneers who have priority access to their platform if it's interesting, i'll tell you about it, but i'll definitely share the first experience

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
a clear roadmap signals organizational maturity.projects that articulate staged development usually attract stronger community alignment and partner interest
MadFan@vslyhcrypto

the @opinionlabsxyz team showed the roadmap for 2026, i read it and it inspires confidence in me and looks promising i think that if it is implemented the project will move several steps ahead compared to competitors i wish the team good luck

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
microstrategy represents a different narrative.proxy exposure to bitcoin rather than operational infrastructure which may complicate index inclusion criteria
MadFan@vslyhcrypto

which companies added to s&p 500 in q1 2026? @opinionlabsxyz list of proposed companies: vertiv holdings (vrt) alnylam pharmaceuticals affirm holdings (afrm) sofi technologies (sofi) microstrategy (mstr) pure storage (pstg) ciena (cien) of course i would like it to be microstrategy hehe but most likely i'll agree that vertiv holdings, since the real ai boom is still ahead, development pace is not slowing down, but only growing, so that's just the conclusion

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the memory import feature hints at a future where assistants become portable identities rather than isolated tools.if context can move between systems users stop rebuilding workflows from zero.
MadFan@vslyhcrypto

The fight within UFC between Islam Makhachev (@beeos_arenavs ambassador) and Michael Morales is FAKE what's in AI news? i like how they're developing === Claude learned to "remember the past" Anthropic opened the memory import function from other AI for all Claude users -you can transfer conversation history from ChatGPT or Gemini -Claude immediately understands your context, style and tasks -no more need to "educate" a new bot from scratch === Meta trains AI on recordings from Ray-Ban smart glasses a good solution by the way === ChatGPT-5.3 is already here - meet GPT-5.3 Instant, what's under the "hood"? -improved internet search - GPT now integrates online data with its own knowledge, providing accurate and structured information -context and consistency - the model remembers better what was being discussed and "hallucinates" less often -understanding subtext - GPT adapts to the meaning of the question and gives more relevant answers fewer refusals and unnecessary disclaimers -everyday use has become simpler and more convenient GPT-5.3 Instant is already available on paid plans

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the structure prioritizes distribution efficiency over exclusivity.limiting supply to 1000 while tying eligibility to an influence metric creates controlled but viral reach
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MadFan@vslyhcrypto

did you sleep through everything yesterday? and didn't follow the campaign from @XOOBNetwork successful campaign, people got easy money for a post XOOB NFT Mint Campaign XOOB launched a free mint of 1000 NFT on Base chain for Web3 influencers (7 days, 1 NFT per wallet) to participate you need an influencer score ≥100 on X and an original post with a mention easy money i'll tell you about the project soon and will continue talking about it p.s. = post written with the purpose of support, because this rarely happens, there were no payments for me, this is not paid partnership

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the fact that a robot handles the full loop from ingredients to ready dish shows a shift toward real autonomy.this is not just a promo clip but a clear scenario for replacing part of manual work at home and in service
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MadFan@vslyhcrypto

what do you say? we will soon see a robo-boom chinese robot STAR1 was taught to make DUMPLINGS it only needs ingredients and then it does everything itself: kneads, sculpts neat "ears" and even COOKS a human in this process is needed approximately as an observer with hungry eyes

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
@vslyhcrypto What happened during that period? Why didn't you communicate? Did you have a falling out or something?
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MadFan
MadFan@vslyhcrypto·
After some time, we started talking a little. Do you think this is good or bad? Let's move on to less important news, a little politics, and news about AI: /// Trump, as usual, likes to stir things up in areas of US interest on Fridays, because that's when the stock market closes. I agree with you on this. Will he decide to strike Iran? I don't think so. They did have negotiations, and it's clear that if things were really bad, it would have already happened. I think he just wants to use this pressure to achieve certain points that are in his interests. P.S. I am sure that Iran is already prepared for a new round of hostilities and it will not be as easy as last time. Well, there will be a counterattack. /// Google has rolled out Gemini 3.1 Pro The main highlight is logic and thinking: 77.1% on the ARC-AGI-2 benchmark for solving *unfamiliar* problems For comparison: - average person ≈ 60% - previous Gemini 3 Pro (November) - 31.1% That is, growth of 2.5 times in three months. Where Gemini 3.1 Pro leads the way - 94.3% GPQA Diamond - PhD-level scientific knowledge - 80.6% SWE-Bench Verified - agency programming - Elo 2887 in LiveCodeBench Pro - competitive coding - 92.6% MMMLU - multilingual knowledge Overall, the model outperforms Sonnet 4.6, Opus 4.6, and GPT-5.2 in almost every respect. Google calls the model "basic intelligence," on which Gemini 3 Deep Think is already built (84.6% on ARC-AGI-2). /// "Programmers will disappear by 2026" — an alarming prediction from the creator of Claude Code Boris Chern, author of Claude Code from Anthropic, has stated that the profession of software engineer is on the verge of extinction. And not in decades, but as early as 2026. On the Y Combinator Lightcone podcast, he said, "We will see the profession of 'software engineer' disappear." According to him, the code will become fully automated, and people will: - will write specifications - communicate with users - formulate tasks for AI
MadFan tweet media
MadFan@vslyhcrypto

So, friends, I spent the whole day watching movies and chatting with an amazing girl (she's in the photo) but I can't ignore the latest update on @vooi_io I spent enough money, sometimes successfully, sometimes not, on their platform The bottom line is that it works. I like their platform, but it needs some refinement I think we'll break into that 3 perp DEX

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
venture backing introduces both credibility and pressure.high fdv expectations can accelerate growth but also compress upside for late entrants if unlock schedules are aggressive.
MadFan@vslyhcrypto

Tokenomics analysis: distribution model, incentives, token role, outlook for investors The tokenomics of @PerleLabs is directly tied to the points and rewards system on the platform. In the current version, participants earn points, which are essentially a pre token: the team confirmed that in the future these points will be convertible into on chain rewards (tokens) on Solana . During the public beta launch (autumn 2025), it was officially stated: "Each task brings points that will later be converted into tokens". So, Perle is now building token distribution through activity: early contributors accumulate points that, when the token launches, may turn into a certain amount of coins (similar to an airdrop mechanism). Distribution model: the exact token issuance parameters have not been announced yet (as of December 2025, there is no public information about the ticker and the token economics) . However, the investment amounts are known, and it is assumed that investors received or will receive a share of tokens according to their investments. In total, the project raised $17.5M in two rounds: $8.5M in October 2024 (seed/pre seed) and another $9M in August 2025 (seed round) . The rounds were led by CoinFund (2024) and Framework Ventures (2025) respectively, with participation from Protagonist, HashKey Capital, Peer VC, and other investors . These large venture funds are known for supporting Web3 projects, and their involvement indicates high potential of the Perle token for the investor community . In particular, Framework Ventures specializes in investments in DeFi, AI, and blockchain infrastructure, and led the round because it sees synergy between the Perle platform and crypto incentive structures . The fund’s co founder Vance Spencer noted: “data quality will be the engine of progress in AI more than just scaling models, and Perle’s transparent crypto incentives can start a cycle that unlocks a wave of high quality data” . For token holders, this means a bet on a key link in the AI industry, high quality datasets, with potential value growth as AI companies need more and more reliable data. It is expected that token distribution will be focused on the community and on incentivizing participation. Likely, a significant share will be allocated to participant rewards (mining via labeling), to keep motivating experts to work on the platform. Also, a part of the tokens will go to the team and early investors, reflecting the invested funds and effort (as a standard startup pattern, the investor share can be 15 to 25%, the team about 15 to 20%, and the rest to the ecosystem and development reserves). Although there are no exact numbers, there are hints: the project ran Galxe campaigns and whitelists, collecting Solana and EVM wallet addresses from users . This is usually done ahead of an airdrop or an IDO, to lock in early participants and possibly distribute tokens across several blockchains. According to airdrops , Perle Labs launched a campaign on Galxe where users complete tasks (subscriptions, test tasks) to potentially qualify for future token rewards . Officially, the team did not confirm an airdrop, but it is clear it is building a record of on chain contribution and user points to take them into account in token distribution

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the differentiation comes from symbolic coherence.tying the slogan to a fighter persona creates narrative alignment which can anchor community identity beyond pure functionality.
MadFan@vslyhcrypto

beeos doesn't try to be another polymarket "about everything" they hit one point - UFC @beeos_arenavs has a rare thing for crypto: a clear symbol the slogan "predict like a machine" is tied to their ambassador Meraba Dvalishvili, the machine and this is not just a poster: the project sells the idea that a ufc fan can predict not on emotions, but like a mechanism, through data and the collective market signal

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the key shift is from controlled demos to adaptive environments.obstacle navigation and multi robot coordination indicate system level integration rather than isolated capability.
MadFan@vslyhcrypto

-Humanoid (@XRoboHub)officially unveiled Embodied Tien Kung 3.0 This is an open humanoid of the new generation. * Overcomes obstacles up to 1 meter high, performs complex maneuvers with millimeter precision * Understands complex commands and avoids obstacles in real time * Supports cooperation between multiple robots with autonomous planning

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the appeal lies in direct monetization without abstract tokens.stable payouts reduce speculation noise and make contribution value easier to measure.
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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
the idea works because ufc outcomes combine stats preparation and human factors.that mix allows deeper models than generic prediction markets usually offer.
MadFan@vslyhcrypto

Today I got acquainted with a new prediction platform @beeos_arenavs It sparked interest because the basis and focus of the prediction will revolve around the UFC, and not only that We all know how popular UFC fights are, but I haven't yet seen any in-depth analysis of this sport in terms of predictions I see great potential. Next, I will discuss other mechanics and ways to earn points

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0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
this explains why a narrower data strategy can outperform brute force models.when fidelity matters more than coverage real human data becomes a multiplier not a bottleneck
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MadFan@vslyhcrypto

Robotics is truly impressive today. And yes, movements such as somersaults, running, etc. are taught to humans, and based on this, an AI agent is created, which subsequently controls the robot. Now you understand one thing why @getoro_xyz tries to train its AI specifically on real human data, without resorting to large-scale machine learning

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