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Thang Lee
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📰 🔥$Pi 📢 BREAKING NEWS @PiCoreTeam
📌🆘 STOP TRADING Pi BLIND! 📈📉 👇
Cc: @nkokkalis @Chengdiao
✅ (TW1/2). Most Pioneers look at price and get wrecked... 💁♂️
Understanding This Trading Screen (PiDEX View) 🚀
💪📊 This screen gives you real-time insight into how a token is actually trading on PiDEX — not just the price.
Here’s what you’re seeing:
• Candlestick chart
• Volume
• Order Book (Buy vs Sell)
• Market Depth
🤗 More explainers coming.
Like and repost + Follow me @fireside_pi
#PiNetwork #PiDEX #PiCoin #Pioneers #PiTrading #CryptoTrading #PiBlockchain #PiMainnet #Cryptocurrency #Altcoin #TradingTips #CryptoEducation #Web3 #Blockchain #Crypto #DeFi #Memecoin #PiCommunity #PiApp #KYC

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Thang Lee retweetledi

we sped up distributed inference by up to 5x with decentralized speculative decoding.
many don't realize that AI models normally generate text one single word at a time, waiting for the network after every word.
speculative decoding changes this by using a "guess & confirm" system, similar to autocomplete.
how it's done:
1. draft locally (the guess)
instead of waiting for the network, a tiny, fast model on your device guesses the next few words instantly, without waiting for the network.
2. confirm remotely (the check)
the massive remote model doesn't generate from scratch; it just checks the draft. it looks at the guesses in a batch and says "yes, yes, no." you get multiple words in the time it usually takes to get one.
3. adaptive logic
dsd is smart. if the topic is creative, it lets the draft flow loose. if the topic is math or code, it checks more strictly. it balances speed and precision automatically so your inference almost feel instant.
find out more:
paper: arxiv.org/abs/2511.11733
blog: gradient.network/research/turni…
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We work for u 12 hours/6 days a week to build the web3 the way we believe it should be
This year was wild! I hope you also enjoyed it ❤️🎄
HOT Protocol 🔥@hotdao_
🔥 HOT Ecosystem: 2025 Year in Review – All the Big Releases in One Post 🗓️
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Finance runs on assumptions. Nexus turns them into cryptographic guarantees.
The new @MessariCrypto Pulse report calls Nexus “a framework for verifiable finance”—where correctness is provable, not aspirational.
Read our insights here: blog.nexus.xyz/insights-from-…
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Good mourning @GiveRep players
We're continuing the @iota x @GiveRep campaign! $2K in prizes for the community - Tag @IOTA +
@LayerZero_Core + @StargateFinance - Use #IOTAambassador - Be authentic, share quality content, and avoid AI
@Giverep_BL

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Success consists of going from failure to failure without loss of enthusiasm.
@GiveRep
@EmberProtocol

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Good morning @GiveRep 🌞
The @HashEpoch_Media platform is a Web3 entertainment and predictive gaming platform built on the BNB Smart Chain (BEP20). Unlike traditional “black box” systems, it leverages smart contracts and hash technology to provide transparent and verifiable results.
Core Ways to Use the Platform
1. Predictive Gaming
Participate in prediction games related to sports, e-sports, or general knowledge/puzzle games.
Interactions involve placing bets or settling rounds through smart contracts.
2. Asset Management (Ecological Square)
Provide liquidity, trade assets, and manage yields in a secure, decentralized environment.
3. Co-Dealing (Become the House)
Users can act as a co-dealer or “house”, sharing in potential earnings and losses, instead of only being a player.
4. Activity Participation (Activity Square)
Complete tasks like inviting friends or completing quests to earn rewards and points.
How to Interact with the Platform
1. Access the Platform:
Visit the official dApp here: dapp.hashepoch.io
2. Connect Your Wallet:
Use a compatible wallet (e.g., MetaMask or Trust Wallet) connected to the BNB Smart Chain to manage $HEST tokens and other assets.
3. Fund Your Wallet:
Ensure you have the necessary cryptocurrency (e.g., BNB for gas fees) to participate in games or activities.
4. Navigate the Sections:
Explore the Ecological Square or Activity Square to choose your preferred activity (e.g., placing bets or providing liquidity).
5. Engage and Confirm:
Follow the on-screen instructions. All interactions are secured and verified by smart contracts, ensuring full transparency.@GiveRep

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Sẽ không là muộn nếu bạn tham gia @GiveRep
Cùng các dự án @EmberProtocol đang có trên bảng xếp hạng
….. 🚀🚀🚀🚀🚀

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Cuối tuần var @GiveRep nào các bạn
Cùng play với @HashEpoch_Media nha
Chúc cuối tuần vui vẻ 🚀🚀🚀🚀🚀

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Six months of loyalty can vanish in days of silence. Users don’t want tiny rewards, they want clarity, real updates, and progress.
Crypto Oggy 😻@Crypto_0ggy
@GiveRep is losing their community || users losing their hope in Giverep. 🧐I'm noticing that Giverep's followers on X and users on their web are decreasing. Giverep should now focus on TGE 🪙. Users worked here for more than 6 months and now Team is Silent 😶 Yeah loyalty programs are there like @iota + @TWINGlobalOrg and @emberprotocol but reward is very small. Users are not here for $1 ,$5 ,$10 ,$20... IMO team should announce some updates on TGE or Tokenomics.
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