We are happy to announce that our founder has been located and is at home resting safely with his family. He, along with all of us at the Trustless family, want to thank all of you who helped! Please stay tuned to @prism_tec! We're just getting started...
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Replying to @j0hnwang
“Blockchain UX is still a joke” This is the glaring issue that got us started down the road of integrating AI inference into blockchain data streams Empowering developers to build intuitive DeFi systems that don’t scare away regular people is just the start
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Friends, we we're planning on releasing a new version of PRISM AI Agents today but our founder has gone missing while putting the finishing touches on them. We are working with local authorities to try and piece together what clues we can, but there is not a lot to go on. We will let you know when we find out more.
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Hello friends! The entire TEC team is back and in full swing on @prism_tec. We will be finishing up the UX and re-enabling the agent builder workflow this week! Part of our founders philosophy around great communities is that there is a shared responsibility model between the company and its community. The company's responsibility is to hold up its obligations, own our mistakes, build the vision that we've sold to our investors and believers, and to do all of these in the most efficient and productive way the team knows how. The community's responsibility is to support the company! Show others what you have found, take the time to explain to them your convictions and concerns. When the company screws up, we also expect you to tell us about it. We are a small but dedicated team of 3, so we will make mistakes! If you have a suggestion or concern/issue with a product or service, please open a ticket! That's what it's there for. From all of us at Trustless Engineering Co., Happy New Year!!! Stay Trustless, friends.
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Hello everyone! We hope your 2025 is off to a curious start! If you have been unfortunate enough to see the account @trustlesssol in your feed, BEWARE: it is not us and is the scammer @OGshoots. Do not click any links unless they come from @trustlesseng. Stay Trustless.
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Today, we introduce PRISM, a platform providing customizable, no-code AI agents and machine learning models for web3 businesses. These bespoke agents and models provide a simple, powerful API that can be turned into new products & features for Solana.
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🤖🚀 Another DeGen has ascended the ranks to join us in creating Trustless technology! Please give a warm welcome to @addarg7 who joins the team as a Senior Frontend Engineer! @addarg7 will be getting @prism_tec UX buttery smooth for you all, so go ahead and give him a follow to stay up to date with any new releases!
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We are pleased to announce that we now support @deepseek_ai R1 for our enterprise customers! Please reach out to your account manager if you would like for us to enable R1 in your agents. This is a *free* upgrade!
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Trustless Engineering Co. has partnered with @infinyon to provide infinitely scalable, realtime, stateful data flows of all Solana blocks, transactions, and instructions! We're partnering with the best in all industries to provide the next-generation of blockchain data accessibility for all! Follow @prism_tec and @infinyon for updates on how to join the beta and learn more about @InfinyOn here: infinyon.com
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Our business is laser focused on OpSec, Risk Management, and building a more equitable, decentralized transaction priority on the validator level. Stake-weighted Quality of Service (SWQoS) was introduced earlier this year to provide protection against sybil attacks, improve transaction throughput and reliability, and increase staking incentives. However, SWQoS also introduces network centralization, as entities with large stakes gain significant advantages. This has led to a scenario where a few large stakeholders dominate transaction processing. When we introduce Worthy to the world, not only can businesses and individuals manage their risk better, but we can standardize a model for the entire network that scores responsible wallets and then integrate a reputation-weighted QoS as an opt-in for validators. Working on a whitepaper for this. Reach out in DMs if curious 👀
Borrow more with less collateral. Get targeted for airdrops and whitelists. Land your transactions first. All for being an active and responsible Solana enjoyooor. Be Worthy. Coming soon. @trustlesseng.
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Checkout this discussion between our CEO @wedtm and our friends at @InfinyOn about our Serverless RPC service and how it wouldn't be possible without the magic of Fluvio. piped.video/watch?v=cbwHbAPz…
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TEC RECAP Brief rundown of what we have accomplished in the past few weeks. We announced our official partnership with @InfinyOn tackling ultra-low latency data streaming with Solana's blockchain primitives. nitter.app/trustlesseng/status/18…
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Trading DeFi tokens on Solana can be both lucrative and risky. Understanding how a new token's risk matches up to your personal risk tolerance can be the difference between a rug and a 10x. Introducing Egeria Lite: our submission to the @ColosseumOrg Renaissance Hackathon.
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Announcing the solan.ai and Looking Glass Alpha! We're building a next generation financial companion AI to help every day people navigate web3 and defi and need YOU to help decide its future. Find out more in the post: trustless.engineering/posts/…
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TEC DROP 👀 A sneak peek at what we're building with @infinyon - real-time #Solana data flows that make blockchain data accessible and actionable. @prism_tec transforms raw swap data. #sRPC #BlockchainData #Web3Analytics
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TEC Dive! Solana RPC is clunky and slow. We've rebuilt it with modern event streaming architecture and server-side data transformations to bring @solana data access into the modern age. Read more below 🧵👇
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TradFi sucks. DeFi is confusing. LLMs can solve both. Our mission is to demystify financial data and empower human beings with the knowledge and confidence to explore blockchains and other alternative investments. 👇
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Today we welcome @MetaMorphAI and @web3_analyst to the TEC family! @MetaMorphAI joins as our GM; he will be leading the marketing and business administration of TEC to ensure we continue to operate smoothly and allow the rest of the team focus on product! @web3_analyst joins as our COO. Her significant background in data science and blockchain infrastructure will drive TEC’s mission forward faster than ever before! Please give them a follow and stay tuned for some exciting news about Serverless RPC in the coming week!
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Today Trustless Engineering Co. is sunsetting our offering of general use AI Agents. We will continue to support our enterprise customers with their agent deployments, all contracted obligations will be maintained. Going forward TEC will continue to produce the open-source @prism_tec AI Agents repo that provides enterprise-grade deployment and security primitives for @ElizaOS_ai-based agents. The consumer AI Agent landscape has exploded in the past several months and there are many better implementations available today than what PRISM currently offers to the general public. TEC primarily targets enterprises with strict regulatory and compliance concerns and while we believe that AI agents hold a place in the consumer space; the currently available technology is so nascent that it requires a significant amount of tuning and hand-holding with customers to achieve their desired outcomes. To add to the trouble, the amount of support required for AI Agents right now is very high. Users are being sold the world by scammers on AI agents and TEC is not in the habit of disappointing our customers. From here on out, TEC flagship product is Serverless RPC. We have seen a tremendous amount of traction since the announcement of our partnership with @InfinyOn, and will put all of our attention there to bring blockchain read layer into the modern age. Any agents that are not on an enterprise agreement will continue to run through the end of their billing period, and we have also refunded you 100% for any payments you have made so far (if you believe you were missed, please open a ticket!). If you are interested in a custom, enterprise-grade deployment of ElizaOS, please open a ticket and we will be happy to help! You can find the open-source PRISM Agents repo here: github.com/prism-sh/prism-ag…
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Love seeing that people are noticing the lack of AI in our space. Nobody really wants to (or can) dig into the raw blockchain data, do the deep research, find and choose between the many data sources out there, even with how good our UX has gotten. We can do so much better, and we think our Looking Glass model is the beginning of a new architecture layer for blockchains, abstracting away the complex data science and talking to users like people. We’re building an LLM composed of smaller “agents” who have unique areas of expertise. They’re all trained on specific subsets of Solana data and debate each other to come to the best conclusion for a response to a query. We scrape docs, user sentiment, APIs, RPCs, and anything else we can get our hands on. And once users can add their own personal context via connected wallets and socials, we can do even more to personalize the experience and be even more specific with responses. The idea is to improve and scale this model so that individual retail users can ask it whatever they want about their crypto portfolio, things happening in the ecosystem, airdrops they qualify for, coins they have that might break out or dump, etc. And then sell this model as an API to every company in crypto so they can instantly 100x their products user experience. This starts with Solana but it ends with Jamie Dimon begging us for access.
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Hello, Solana: Part 1 of our series on creating an RA-DIT/RAG LLM with access to #solana in real-time is now live! trustless.engineering/posts/…
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TEC Drop #WallpaperWednesday 1.) Image is for Home Screen 2.) Image is for Lock Screen
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Amazing work!
🚢🚢🚢 - v0.2 The most powerful no-code builder on Solana Create on-chain, share with Blinks, and monitor Video shows creating a collection and its Blink (speed 2x) Join our journey by minting our Blink below 🧵👇
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Our partners at @InfinyOn have published some amazing benchmarks between Kafka and Fluvio. If you are considering implementing an event-driven architecture for your web3 application, we highly recommend reading this article first! infinyon.com/blog/2025/02/ka…
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Management has allowed an increase in our trial participants. Any participants with an approved intake and signed Death and Dismemberment waiver may use one of these keys to join the trial: rave-doom-console pixelated-digimon-chain animated-token-protocol boomboxed-exploit-walkman ultra-salt-cipher fresh-starfox-geocities giflooped-cipher-payload spice-doom-blockbuster cyber-payload-quake ultra-ledger-modem
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The sol-incinerator.com is a foundational tool for @solana. The @SolSlugsNFT team deserves so much of our gratitude. Thank you for keeping our wallets safer and cleaner! TEC has sent this cool dude Slug to his fiery end:
733 wallets have burned Sol Slugs 🔥 361,000 wallets have used the @solincinerator Take this information however you see fit.
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Now that we’ve come out of the gate with something cool… Time to drop a series of announcements to usher in a new chapter for Trustless Engineering 🤝 Coming soon ⏰
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Are you Trustless yet? Flex with some merch: shop.trustless.engineering/
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So what exactly is an AI Agent? This term has gained popularity in 2024 and we throw it around pretty casually when explaining what we want to do to improve the Solana application layer. But it's not yet apparent "what" they are and how they work. Here's a breakdown 👇
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The HPI trials are underway! All participants are reminded to ensure their next-of-kin contacts are updated before proceeding to phase 2.
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Because he’s lying to you. We have no official token. Stay Trustless.
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New website just dropped. We're doing a lot so we gave our site a fresh TLDR. ✨trustless[dot]engineering ✨
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Every epoch Every transaction Queryable by SQL You're welcome in advance
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We are looking for a frontend developer to join our team! If you are an expert with NextJS, TypeScript, and React, please slide into our DMs!
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We will be hosting weekly spaces on our @prism_tec account to talk about: - AI agents that just work - Risk management with ML - Solana & the future of DeFi - Bald founders
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This grant round gave us extra runway to get to the next step in our journey. Thank you to everyone who contributed!
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Hot new AI startup starts showing up everywhere 🤷🏻‍♂️
State of @Solana Q2 2024 Update: @saydialect unveiled Actions and Blinks enabling transactions in link previews 💫 QoQ Metrics 📊 - Total Economic Value ⬆️ 89.5% to $267.7M - Ecosystem Projects Funded ⬆️ 57% - TVL ⬆️ 46% to $991M Full report by @ph0rt0n messari.co/3xJmM9v
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The first pre-release of SOL Panel is out! Deploy your own @solana RPC node in 1, 2, 3: github.com/trustless-enginee…
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We are on our way to Token2049 & Breakpoint tomorrow morning. Keep an eye out for @wedtm and @MightieMags giving away merch, documenting memories, and demoing our technology. See y’all in Singapore 🇸🇬
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If you’re not indexing Solana rn What are you even doing?
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Blockchains are notoriously complex and the amount of work it takes the average person to obtain the financial and technical literacy necessary to confidently manage their assets is overwhelming. Accessing AI inference from within your own app can be a challenging engineering feat and all of tech is sprinting towards AI integration with haste, given all the benefits. We're creating a way for developers and hobbyists alike to create these autonomous agents quickly and with instant access to live Solana data. Some examples of agents we're already building (or have shipped) are: - An agent that explains complex blockchain transactions in human readable language - An agent that assesses risk on tokens  - An agent that is an expert on the history and lore of an NFT collection  In our upcoming beta, you’ll be able to make your own agents quickly and easily. LFG 🤌🏼
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We've updated our home page to reflect our renewed vision on accelerating @solana read layer into the modern age! trustless.engineering/
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Replying to @toly
Year of the silly dragon going v well
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Absolutely COOKING tonight Select your own agent before running a query for optimal results 👀
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Coming soon, agents will be integrated with @circle shared custody developer wallets. Yes, you will be able to give your agents crypto and they will transact on your behalf. "When $MOTHER reaches a $50M MC, swap 5 SOL for it."
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Looking Glass is now PRISM Today, we are excited to share that we are renaming Looking Glass to PRISM, a change that embodies our holistic design approach and future-oriented vision. When we first introduced Looking Glass, the name was chosen to evoke a sense of exploration and discovery, much like peering through a window into a new digital world. However, as we have evolved, so too has our vision for the product. PRISM better aligns with our company's vision and goals, signifying the core product's central role in our ecosystem and its ability to reflect a spectrum of possibilities. A prism is a powerful symbol; it takes a single beam of light and transforms it into a vibrant array of colors. This is precisely what we aim to achieve with PRISM—transforming the complexities of Web3 into a more approachable, vibrant, accessible, and multifaceted experience for our users. As we transition to PRISM, Alpha Pass holders will get an exclusive first look at the new features. We look forward to seeing the spectrum of possibilities that PRISM will bring to our community.
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Huge shoutout to @SuperteamDAO for believing in our vision for an AI-powered future for Solana. This grant from their AI track will help us push forward towards our beta this month 😈 Thread coming soon on Looking Glass Beta 👀
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We are all degens.
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We can't wait to see what you'll build with this game-changing technology. Check out our Founders interview with @Fluvio: piped.video/cbwHbAPznTE?si=I9rc… Share, Like, and Comment to show your support on the video.
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Our project is now with @_cubik for verification. We're poised to contribute to the Solana ecosystem and look forward to the grant round ahead. LFG
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The first @solana wallet to integrate AI features is going to see an explosion of adoption. Who's going to be first to market?
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The new additions to our team are already cooking. Just dropped a banger landing page describing who we are and how we're going to create the next developer primitive with AI & ML. Link in the next tweet, give it some love ♥️🫡
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In Web3, credit ratings can do so much more than allow users to borrow capital. Some examples: 🎯 Targeted on-chain offers 🤖 Transaction spam filtering 🔔 Early access to new products and features 🎁 Sybil-resistant airdrops
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ALT Its Me Saturday Night Live GIF

Custom AI agents, supercharged with live Solana data, built by you in less than 10 minutes. Take your dapp to the next level with Looking Glass. I know who’s building this. 🤌🏼
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We're fine-tuning Prism UI for a seamless, no-code, serverless experience in data parsing. Solana generates massive data streams, and Prism aims to make that data instantly accessible for builders of all kinds.
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Who wants an alpha pass for solan.ai
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Powered by @InfinyOn's @Fluvio technology, @prism_tec does offer real-time, scalable data streams on demand through self-customized interfaces. Thank you for your continued support!
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So excited to welcome @chainsona to the team!
Félicitations Soona! @chainsona just got the position of Platform Engineer in the PRISM team at @trustlesseng Thanks to the fantastic @solana Ecosystem, the Talent Olympics and Soona's expertise!
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Excited to have Peter on board! One of the challenges of shipping products like ours is that the technical achievements aren't always front and center to the user. Therefore we needed a strong frontend developer to help us showcase this with solid UX. Welcome sir! 🫡🔧
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Super stoked to announce this partnership! @prism_tec AI Agents use SOTA LLMs and language graphs to make interacting on @solana with confidence a reality for every human! This @mantis integration will soon allow that confidence to extend to executing transactions on chain!
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Coming soon to a @solana validator near you!
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Huge thanks for the honorable mention @ColosseumOrg ! Congrats to everyone for shipping some amazing tech!
Colosseum is thrilled to announce the winners of the @Solana Renaissance Hackathon!🎨 Read about the winners & honorable mentions: blog.colosseum.org/announcin… Winners accepted into the accelerator program will be announced in the coming days. Stay tuned & congrats to the winners!
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With @ColosseumOrg Renaissance submission week coming up, we’re going to be rolling out a series of exciting announcements about the future of the company and our upcoming Looking Glass Beta. Join our discord if you haven’t already to hear about them first 😎
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Replying to @blinks_gg
Mother of god
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More early adopters are joining our Discord, applying for alpha, and minting our instant-access NFTs this week than ever before. The AI future of Solana is moving fast 💨 NFA DYOR
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Shoutout to our wonderful ML team: @nithinexe @AnandKumar87425 Give them a follow - we wouldn't be able to ship this without them.
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Picking our heads up quickly to share some exciting updates about how you'll soon be able to build custom Solana-powered AI agents in under 5 min 👇 1. Alpha Pass Statistics 2. Looking Glass Beta 👀 Dedicated LG Beta thread coming soon!
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Most critically, it will allow Web2 companies to offer Web3 liquidity exposure while fulfilling existing regulatory requirements. Regulatory compliance has been, in our experience, a major hurdle in introducing new capital into our industry. We aim to solve that.
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Unauthorized product leak: token gate edition
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🤯🤯🤯
Introducing PRISM Explorer. We're now making PRISM **the** data intelligence platform for Solana. Query the chain back to Epoch 0. Use our AI agents to help you get what you need. Increase your speed across Solana.
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This tweet pissed all the right people off 🤣😈
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All degen-level Alpha Passes are SOLD OUT! The next 25 Alpha Passes are priced at 5 SOL, and then the remaining are 8 SOL. Every Alpha Pass holder receives $150 in solan.ai credits and a discount on future purchases. They are also the only way to get API access to Looking Glass.
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Welcoming the newest member of the Trustless family!
Margot James was born 7/10 at 11:41am Mama and baby are doing AWESOME I will be shitposting less than usual for the next few weeks while we focus on little Margot @wedtm and @MightieMags will be keeping the Trustless team very busy while I take a moment with my new family 🥰
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Starting today, you can quickly spin up your own best-in-class Solana AI agent with custom data sources, prompting, and the power of LLMs. Telegram bots, transaction enrichment, wallet history; anyone can build the next big product with PRISM agents.
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This month has been full of Ws: 10x active users ✅ Mythic @toly RT ✅ First angel investor ✅ 5 new team members ✅ Better model inference ✅ 2024 is the year every provider on Solana uses our inference in their products. Come back to this tweet in one year.
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Our team has built the infrastructure to ingest, index, and query the entire Solana blockchain back to Epoch 0 and going forward indefinitely. With this data lake, we are able to apply predictive modeling to every wallet on Solana and assess a “score” per wallet, per epoch.
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Imagine if we placed an LLM between every user and the complex blockchain data they interacted with every day Instantly 100x the UX of the product 🧠😶‍🌫️
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This weekend we brought on 5 impressive new team members. We're looking forward to finishing up our Alpha and move onto Beta phase with the help of this goated team. Give them a warm welcome ♥️🛠️
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Priority Access List (PAL) members will be granted alpha access in the coming days. Let’s quickly talk about what to expect with the solan.ai alpha and becoming a PAL member👇 Want a spot on the PAL without all the work? Three people that follow us and repost this tweet will get a spot, just keep an eye on your DMs 😈 1. Signup You can head to solan.ai right now and set up your profile by signing in with GitHub or your email address. After signup/sign in you will be shown some info about our PAL process and can apply. We'll be manually approving and denying folks over the next week. If are approved, you'll have immediate access to our model, as well as a monthly deposit of 100,000 credits. Placement on the list is subject to review over time, as we expect all PAL members to contribute positively to the development of our model. 2. Alpha Passes If you get denied for PAL or don't fit the requirements, that's okay! We are rolling out a very small set of Alpha Passes as NFTs. If you're wondering if we used excessive prompt engineering to generate this art, well, duh. It's beautiful, limited to 50 unique pieces, and gets you immediate access to solan.ai, plus a lifetime discount on credit purchases when you run low. In addition, Alpha Pass holders will also be granted access to the Looking Glass API when it’s available. Also, the lore we generated for each piece is magnificent. More info on the mint soon :) 3. Talking with our model Looking Glass (LG) is the Party of Experts (PoE) model that runs solan.ai It's fresh out the womb and needs a LOT of prompt training. It knows some of the basics about Solana and the greater world, and uses "agents" that talk to each other to obtain the current data and context needed to provide an accurate response. Alpha users, you are our lifeline. This stage is EARLY and every prompt you submit is another data point for our model to improve with. We added feedback functionality for each response, so please at minimum provide a thumbs up or down on a response. If you rate, that button will turn into a "comment" button which you can optionally click to open a modal window and provide further context for your rating. Again, to be clear, functionality of the model is in its INFANCY. Each prompt-response iteration will make it better. So go have fun with it and give us lots of feedback!
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You can get started for free using @Google Collab and a @Vybe_Network API key. Use code VYBEXTEC to get their Dev Plan free for one month. Many thanks to them for supporting our data requirements for the Hackathon submission!
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Non stop shipping from this team. Taking notes 🙂‍↕️
You ask, we start cooking. 👨‍🍳
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And as always, stay Trustless! 💪 #TEC #Solana #Blockchain
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Financial agency for the decentralized generation.
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Team is digging into the Looking Glass model today. What questions should we ask @wedtm?
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You can talk to every @heliuslabs blog post using solan.ai!
The biggest edge for a builder is not the programming language, development stack, or SDK you use. Your biggest edge is knowledge. Helius' blog is dedicated to delivering curated information to help you stay ahead at all times. We've completely redesigned our blog for better readability, discoverability, and search. This will be a big year for Solana — let's get after it.
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Everybody wants to integrate AI features into their dapps, but no one wants to sink the engineering cost to stand up the infra. That's not going to be a problem much longer.
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We were able to successfully integrate smart modules and run our first human readable code.🧑‍💻
Your command line just rage quit. Human readable Solana data at warp speed—soon, only at @trustlesseng
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To spin up your first agent in 5 minutes with no code, head to app.prism.sh and create your account. Additional features and functionality will be added frequently. This is just the tip of the iceberg.
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These agents, while powerful today and even more powerful tomorrow, are the delivery mechanism for the flagship models we're building next. - Wallet Reputation - Token Risk - Sybil Detection These tools will have customizable parameters to suit any business need.
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Something else very exciting is our new merch store for our true DEGENs techies. Check it out here: shop.trustless.engineering/ There is so much more to come. 🤖🚀
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