RawthiL

462 posts

RawthiL

RawthiL

@Rama_stdout

not THAT kind of doctor...

Where I Can Katılım Eylül 2017
180 Takip Edilen159 Takipçiler
RawthiL retweetledi
POKT Network
POKT Network@POKTnetwork·
Announcing the Compliance Unlocked Hackathon! Join Pocket Network and @AnChainAI for a four week virtual hackathon with 2000 USDC up for grabs. Got ideas around on-chain intelligence and risk mitigation? Apply to take home some of the cash: forms.gle/hMT8yJH3FhxGEQ…
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RawthiL
RawthiL@Rama_stdout·
@lemonapp_ar Falta el piluso... Se me esta rompiendo el de LABITCONF ya...
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Lemon Argentina
Lemon Argentina@lemonapp_ar·
Like si te encantó el merch o querés que Bitcoin meta un +300% Nadie va a saber por qué likeaste
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POKT Network
POKT Network@POKTnetwork·
"Oh, Pocket? That's RPCs, right? Everybody does that." Wrong. Pocket is the coordination layer of open data delivery. Any data. Any type. Anywhere. Start building -> docs.pocket.network
Shash Singh 🔮@_theshash

If you're building AI apps, this matters. Most queries don’t require heavyweight models, but devs still pay GPT-5 prices. pnyx. ai routes each request to the right model, cheap when possible, powerful when required, using @POKTnetwork as the decentralized model layer. Watch it here 👇 TIMESTAMPS 00:00 — Intro to Pnxy and intelligent AI model routing 03:21 — Why AI apps are financially unsustainable today 05:02 — Cost breakdown: GPT-level models vs cheaper alternatives 07:10 — Why Pnxy uses decentralization and Pocket Network 15:34 — Long-term vision

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RawthiL
RawthiL@Rama_stdout·
Something is cooking 🧑‍🍳
Shash Singh 🔮@_theshash

If you're building AI apps, this matters. Most queries don’t require heavyweight models, but devs still pay GPT-5 prices. pnyx. ai routes each request to the right model, cheap when possible, powerful when required, using @POKTnetwork as the decentralized model layer. Watch it here 👇 TIMESTAMPS 00:00 — Intro to Pnxy and intelligent AI model routing 03:21 — Why AI apps are financially unsustainable today 05:02 — Cost breakdown: GPT-level models vs cheaper alternatives 07:10 — Why Pnxy uses decentralization and Pocket Network 15:34 — Long-term vision

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RawthiL retweetledi
POKT Network
POKT Network@POKTnetwork·
GetBlock has officially transitioned from Grove to Pocket Network & they remain with us by choice. 🤝 @getblockio was a long-time Grove customer. Today, their traffic gets served through Pocket Network’s decentralized RPC network. Why’s that important?👇🧵
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CryptO'brian
CryptO'brian@Crypto_Obrian·
POKT Network made so simple a child would get it 👇 Think of Web3 as a huge playground with different games happening all at once • Ethereum kids trading cards • Solana kids racing • Polygon kids building stuff. Every game keeps asking, “What’s happening right now?” That’s basically an app sending an RPC request. Most playgrounds rely on a strict teacher to answer everything ( a centralized RPC provider). But when that teacher gets tired or overwhelmed? Playtime stops for everyone. Pocket Network does it differently. Instead of one teacher, you’ve got thousands of helpful kids spread across the playground. {They’re the node operators}. Any kid can answer a question, and if one’s busy, another steps in immediately. No single failure, no shutdowns the playground just keeps running. And each answer uses a tiny $POKT ticket. The more apps ask for data, the more tickets disappear. So as the network gets more useful, the token naturally becomes more scarce. In simple terms? Pocket Network makes sure every game on the playground can keep running with no delays, no drama while $POKT quietly grows more valuable the busier things get.
POKT Network@POKTnetwork

Pocket Network is a @cosmos chain with usage-based tokenomics 📈 That means $POKT is 𝙙𝙚𝙛𝙡𝙖𝙩𝙞𝙤𝙣𝙖𝙧𝙮 👀 We support 100+ sources (e.g., @ethereum, @iotex_io, @gnosischain, @SolanaFndn, @NEARProtocol). What integrations/partnerships do you want to see?

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Agencia I+D+i
Agencia I+D+i@agenciaidiar·
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Crecimiento 🌞
Crecimiento 🌞@crecimientoar·
LAST 24 HOURS TO JOIN THE ALEPH HACKATHON - $50,000+ in prices - 3 scholarships to come to Buenos Aires for @EFDevcon - a ticket to pitch the Startup World Cup at DevConnect - access to +5 builder programs You can hack online or join any of the 25 Local Chapters all around the world. Don't miss out on Latam's biggest hackathon ever Link below👇
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RawthiL
RawthiL@Rama_stdout·
@olshansky Well, if you trust Needle tests they way they are done today… research.trychroma.com/context-rot “Context engineering” is relevant because models actually suck at it, but I don’t think it is a problem, solving other things will make context self-completing
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Daniel Olshansky
Daniel Olshansky@olshansky·
"Context Bloat" is the new "Cognitive Overload." If you've ever had long conversation in a single thread with an LLM, you know it begins to lose focus. No different than a human that's under cognitive overload. Gemini tests well in the "The Needle in the Haystack Test" - that's cool. Leading foundation models can handle upwards of a million tokens in their context window - that's cool too. I used to think RAG was dead because large context windows solved the problem, but "behind the scenes" RAG is the equivalent of surfacing the necessary context to a human. It's no different than hiding the noise and glorifying the signal. Bonus points: I'm sure it'll be one of the levers pulled to keep capital expenditures from lighting money and servers on fire.
Andrej Karpathy@karpathy

+1 for "context engineering" over "prompt engineering". People associate prompts with short task descriptions you'd give an LLM in your day-to-day use. When in every industrial-strength LLM app, context engineering is the delicate art and science of filling the context window with just the right information for the next step. Science because doing this right involves task descriptions and explanations, few shot examples, RAG, related (possibly multimodal) data, tools, state and history, compacting... Too little or of the wrong form and the LLM doesn't have the right context for optimal performance. Too much or too irrelevant and the LLM costs might go up and performance might come down. Doing this well is highly non-trivial. And art because of the guiding intuition around LLM psychology of people spirits. On top of context engineering itself, an LLM app has to: - break up problems just right into control flows - pack the context windows just right - dispatch calls to LLMs of the right kind and capability - handle generation-verification UIUX flows - a lot more - guardrails, security, evals, parallelism, prefetching, ... So context engineering is just one small piece of an emerging thick layer of non-trivial software that coordinates individual LLM calls (and a lot more) into full LLM apps. The term "ChatGPT wrapper" is tired and really, really wrong.

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Binance
Binance@binance·
A new batch of Binance Alpha Projects added! Discover the latest tokens spotlighted in #Binance Markets. $CA $POKT Navigate to the [Markets] - [Alpha] tab to trade. Know more 👉 binance.com/en/alpha/bsc/0…
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POKT Network
POKT Network@POKTnetwork·
If your $POKT is on a CEX or in the DEX, you don't need to do anything for the Shannon upgrade. But if you are holding it yourself, and want the fastest and easiest upgrade method, @TrustSoothe is the way to go. Full tutorial here: pocket.network/using-soothe-v…
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POKT Network
POKT Network@POKTnetwork·
It's been a long road and a ton of work, and we know some people thought it would never happen at all. But it's time. Shannon goes live on June 3rd, 2025 at 10AM PT. We are coordinating with the noderunners, apps, exchanges, and other community participants to make sure everyone is in final preparation mode. The future of permissionless decentralized open data is about to begin. More here: medium.com/decentralized-…
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