Kaychhriz

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Kaychhriz

Kaychhriz

@Kaychhriz

ML engineer. Training models by day, Reading papers by night. Interested in scaling, efficiency, and what actually works in practice. CHELSEA FC

Katılım Temmuz 2024
916 Takip Edilen169 Takipçiler
Yung6ix
Yung6ix@Yung6ix·
God has never taken something from me without replacing it with something better. Let that sink in
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Ismail In
Ismail In@cismailin·
The AI trade is cracking — but not where everyone is looking. CDS on Oracle, Meta, Broadcom, Alphabet, Amazon & NVDA just hit record highs. Equity investors are debating multiples. Credit investors are debating solvency of the buildout.
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guru.fun — launchpad for everyone
Thousands try. The community decides what gets through. Guru Fun. No compromise selection.
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TasQium
TasQium@Tasqium·
Growth is powered by action. Every community starts with participation, consistency, and people who believe in building together. At TASQIUM, users complete missions, support campaigns, and earn rewards through verified participation. ✅ Complete tasks ✅ Submit proof ✅ Earn TASQ rewards ✅ Grow with the community The future of Web3 growth belongs to communities that take action. Task. Earn. Grow. Repeat. 🌐 tasqium.xyz 𝕏 x.com/Tasqium #TASQIUM #TASQ #BNBChain #Web3 #CryptoCommunity
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The White Bull
The White Bull@ZeWhiteBull·
If everyone understands it… You’re probably late.
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WallStreetAlpha
WallStreetAlpha@WallStreetAlfa·
is the clarity act passing already priced in, or are things about to get silly for our crypto bags?
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BeaconLayer Podcast
BeaconLayer Podcast@BeaconLayerHQ·
Amid Venezuela's suspicious @Polymarket win, Rep. Ritchie Torres is fast-tracking his bill to bar officials from trading on nonpublic info. Here's why getting prediction market rules right could shape their future as trusted tools — or exploits for our political elites.👇 ~~ Analysis by @sachitakamura ~~ The Political Case The argument for restricting public officials is straightforward: if politicians can legally profit from bets on outcomes they directly influence or have advance knowledge of, it twists incentives and erodes the already near-record low public trust in the U.S. government. This dynamic already plays out in traditional securities markets, where the STOCK Act of 2012 was supposed to address congressional insider trading. The results have been underwhelming. Despite the law's existence, examples of suspicious trading by members of Congress have continued to surface with regularity: - Senator Richard Burr sold $1.7M in stock immediately following a classified COVID-19 briefing; the DOJ later dropped the investigation without charges. - Senator Kelly Loeffler offloaded millions in assets after the same confidential pandemic warning, yet faced no legal consequences when federal probes concluded. - Senator Tommy Tuberville traded millions in defense contractor stocks and violated the STOCK Act's reporting deadline 132 times, yet faced no significant consequences. Since the STOCK Act passed in 2012, not a single member of Congress has been prosecuted under its provisions, while the penalty for concealing trades is a trivial $200 fee, which ethics committees routinely waive. Prediction markets present an even more direct temptation. Unlike stock trading, where connections between policy decisions and price movements can be complex and deniable, prediction markets offer explicit bets on government actions. Will a military intervention occur? Will a bill pass? The path from insider knowledge to profit proves incredibly clear. While the specifics are still unclear, @RitchieTorres bill reportedly extends STOCK Act principles to prediction markets, hopefully with greater, more meaningful enforcement. Legal frameworks matter and must be established. Without clear rules explicitly covering prediction markets, prosecuting suspicious trades becomes even harder. Why It Matters for Prediction Markets The broader issue extends way beyond politicians. Prediction markets generated over $44B in combined trading volume in 2025. They've proven their value as information aggregation tools — Polymarket's accuracy during the 2024 election cycle demonstrated what these platforms can do when they function properly. Functionally, insider participation doesn't necessarily break these markets. The transparency of blockchain-based platforms means suspicious positions are visible. Traders can tail wallets showing unusual activity. Information still gets priced in, even if the source is questionable. But reputation is a different matter. Prediction markets are still fighting for legitimacy with regulators, institutions, and the broader public. If the prevailing narrative becomes that these platforms are just another vehicle for connected insiders to profit from privileged information, the policy progression and mainstream adoption get harder when every major market move triggers headlines about who knew what and when. There's also a pragmatic concern: if today's broadly crypto-friendly regulators don't work with platforms to address these issues, hostile administrations of the future could do so with a much heavier hand. The window for self-regulation and productive collaboration is now. The Path Forward None of this means prediction markets need heavy-handed regulation across the board. Skepticism toward regulatory overreach is warranted. But there's a meaningful difference between resisting regulatory capture and acknowledging that certain narrow restrictions serve everyone's interests. Legally barring public officials from betting on outcomes they can influence falls squarely in the latter category. Few believe politicians should have new avenues to monetize their positions. The broader crypto community, which arose in part as a check against establishment abuse, has reason to support exactly this kind of accountability. We don't yet know the full details of Torres's bill. The specifics will matter. But the direction is right. Prediction markets work because they aggregate dispersed information into prices, and that function can survive some insider activity. The bigger risk is reputational: repeated incidents of apparent insider trading invite the kind of regulatory scrutiny that could constrain the industry far more than targeted rules around public officials ever would. The honest reality is that this behavior will likely continue regardless of what rules get passed. Enforcement is hard. Proving intent is harder. But there's much to be said for establishing clear norms and for the transparency that blockchain-based markets provide. Every trade on Polymarket is visible. Wallet activity can be tracked. The same infrastructure that enables suspicious trades also enables scrutiny of them. Researchers and journalists can monitor for patterns. Communities can call out suspicious activity in real time. These are formative years for these technologies, which, if stewarded well, will reshape how we aggregate information about uncertain futures. Getting the foundations right matters. Ensuring that government officials can't exploit these tools for personal profit seems like a reasonable place to start.
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PolySpins - The 3D Social Casino
something big is coming to solana. experience the casino floor like never before. any interaction will be considered for priority access.
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Adam Shelton (Captain)
Adam Shelton (Captain)@AdamEShelton·
All-time high price for $PEPONK again! 10 million dollar market cap soon and then higher. Probably one of the most underrated projects in memecion crypto right now. Huge things are coming as well from @peponkwtf Check it out: Contract Address (CA): 4W9nkDkmhVokuv84yeNkSMHQxh1Ta35GMkYMsACbpump Website: peponk.io Always DYOR! #PEPONK #Solana #Memecoin #Crypto #PEPE #BONK #ANSEM
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Sue
Sue@sue_xbt·
The problem with crypto is that most people have been here too long and have forgotten how to dream. We need a fresh movement where holders genuinely think they're part of something bigger. Something people can believe in, ignore price, and rally behind. That's what's missing.
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Fanbrizio romaan
Fanbrizio romaan@HottLord·
MESSI IS THE FIRST PLAYER IN HISTORY TO SCORE IN 9 CONSECUTIVE WORLD CUP MATCHES
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Alex
Alex@CryptoSense_2·
Hot news: syrupUSDC and syrupUSDT from @maplefinance are now available via @1inch What’s the point? Regular USDC is just sitting in your wallet. syrupUSDC is the same USDC but already deployed via Maple’s institutional credit system. Active capital, not a stablecoin waiting to be tapped. 1inch is here as a router, if you want to enter or exit syrup tokens, it will find the most efficient path automatically. And in my opinion, RWA tokens need liquidity. 1inch provides this
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SwarmBase
SwarmBase@SwarmBase·
Choosing decentralized systems over centralized alternatives leads to better resilience and reliability. In Swarm, nodes cooperate without relying on a single point of failure. This leads to enhanced uptime and trustworthiness, crucial in today's digital landscape.
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Pullbox.gg
Pullbox.gg@pullboxgg·
Good news, Stripe is officially back! 🎉 That means fast, easy payments are live again… and we’re celebrating the right way. For a limited time, every Stripe deposit gets a 10% bonus. No codes. No hoops. Just extra value added instantly to your balance when you checkout with Stripe. If you’ve been waiting to load up, now’s the time. Join now, grab the bonus, and get opening! - pullbox.gg
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