term "stack" in your query can refer to two distinct concepts: the AI tech stack used for building applications, or the stack data structure used within algorithms.  1. Stacks as a Data Structure in JavaScript Compression  A stack is a fundamental Last-In, First-Out (LIFO) data structure. In JavaScript, stacks are commonly implemented using arrays, leveraging the built-in push() and pop() methods. Stacks can be involved in the implementation of general data compression algorithms (like LZW or Huffman Coding) but are not the core principle of how AI performs compression. Compression algorithms often use data structures like hash tables to find repeating sequences efficiently.  2. The AI Tech Stack (Tools for AI development with JavaScript) The term "AI stack" refers to the entire collection of tools and frameworks used to build, train, deploy, and manage AI applications. When working with AI in a JavaScript environment (often full-stack, using frameworks like Next.js), the stack typically includes several layers:  Frontend: JavaScript frameworks (e.g., Next.js) for the user interface. Backend & APIs: Server-side logic (also often in JavaScript/Node.js) to handle requests and integrate with AI services. AI Models & Tools: External services or libraries used for model training and inference. Examples include: TensorFlow.js for running models in the browser or Node.js environments. API platforms like OpenAI or Hugging Face for leveraging large language models (LLMs). Data & Storage: Databases (e.g., Postgres) and storage solutions (e.g., Vercel Blob Storage) for data and file management. Observability: Tools for monitoring and evaluating the performance of the AI workflows.  3. AI Compression Algorithms AI is increasingly being used to create new, highly efficient data compression algorithms, such as the proposed "LMCompress" which uses large language models to achieve better compression ratios than traditional methods. Techniques for AI model compression itself (reducing the size of the model file) include: Pruning: Eliminating unnecessary weights or neurons. Quantization: Reducing the precision of the model's numerical values. Stacked Autoencoders (SAEs): A type of deep neural network architecture used for creating compressed data representations (embeddings).  In summary, while the stack data structure is a core computer science concept, its direct application to cutting-edge AI compression algorithms in JavaScript is generally limited to fundamental implementation details rather than a specific algorithmic focus. AI compression involves advanced machine learning techniques, which are then integrated into a full AI tech stack using various programming languages and tools, including JavaScript.  Low-compression, high-speed SSD formatting in JavaScript is best achieved using the LZ4 algorithm, which optimizes for speed over ratio. The process involves treating data as raw binary blocks, using a sliding window to identify repeating data (dictionary encoding), and immediately writing compressed bytes, often utilizing ArrayBuffer or Buffer for low-level manipulation.  Steps for Implementing a Low-Compression LZ4-like Algorithm in JS: 1Initialize Buffers: Prepare a large Uint8Array for input and an output buffer. 2Define Sliding Window: Set a fixed-length search buffer to store processed data, which enables rapid lookup of duplicates. 3Scan and Match: Iterate through the input, using a lookahead buffer to find the longest matching string within the search buffer. 4Token Generation: If a match is found, output a token [offset, length] (replacing data with pointers). If no match, write the literal byte. 5Slide the Window: Move the current position forward, sliding the search window across the data, and repeat until the input is exhausted.  Javascript Considerations for SSD Optimization: Use Buffer (Node.js): For handling binary data efficiently, use Buffer.alloc(). Library Choice: Use fast compression is-

Humanity , Inc. Formerly known as World Transhumanist Association Todd Huffman Transhumanist; DARPA intelligence researcher; Founder and CEO, 3scan, co-founder of the BIL conference. • Board Member & Speaker Jeffrey Epstein • Donation/Grant littlesis.org/org/420931-Hum….

✅ Initia Product Update Summary & Explanation🪢 The Initia team has been working intensively since mainnet launch and is preparing to roll out major upgrades focused on improving user experience, developer tools, and app integration across its Interwoven Rollup ecosystem. 🔧 What’s Coming Soon: 1Initia App Overhaul -Complete redesign of the app interface -Easier navigation, deeper analytics, and richer insights into things like VIP levels, Ecosystem Layer (EL), and more -Aims to make the app your central hub for all things Initia 2Wallet Widget v2 -Improved bridge and swap functionality -Easier to embed and integrate for dApp developers -Sets the foundation for a seamless, unified user experience across rollups 3Scan UX Improvements -Smarter transaction sorting Better readability and clarity More intuitive overview of on-chain activity across both L1 and every rollup in the Initia ecosystem 4Onboarding Experiments New initiatives to simplify onboarding Reduce friction for both users and builders entering the ecosystem 🎯 The Vision Initia’s ultimate goal is to make Interwoven Rollups the most seamless, intuitive, and rewarding environment for building and using decentralized apps. This is just the beginning. More innovations are on the way. Gwoven🪢 @initia

4/ 5 Cypherpunks and US Intelligence (Part 1): WikiLeaks, EFF and TOR Many top cypherpunk cryptopgraphers (some already mentioned earlier in this thread) are linked to US intelligence. Similarly, many early Bitcoin and crypto pioneers have ties to intelligence agencies, adding to the likelihood that Bitcoin originated from the US NSA or CIA, with the help of cypherpunk assets under the guise of “anti-government” libertarianism through decentralization for a more fair and completely private monetary network. This is simply a farce cover story and there is most likely “backdoor” access from the US government intelligence (maybe other government inteligence as well such as Israel’s 8200 Unit). This is similar to the PROMIS software of the 1980’s that was sold as “secure” when the NSA had access (as well as foreign intelligence agencies) nearly the entire time it was use and sold around the world. Several of the cypherpunk and libertarian assets tied to bitcoin are also “whistle-blowers” against the US government. This is another cover for the storyline, meaning they are likely playing roles to give the illusion of brave heroes going against the machine or “big brother”. These whistle-blowers include Julian Assange, Chelsea Manning and Edward Snowden. Edward Snowden, famously leaked thousands of classified documents including the global surveillence program, inlcuding PRISM, was a former contractor for Booz Allen Hamilton. Booz Allen Hamilton, a major U.S. government contractor, has deep ties to the CIA and broader intelligence community, employing over 1,000 former intelligence officers and securing $1.3 billion in intelligence contracts annually as of 2013. Snowden held positions in both the CIA and NSA. He is assocaited (or was) with several relevant cypherpunks, including Moxie Marlinspike, Jacob Appelbaum, Runa Sandvik and several others. Snowden recieved help from Julain Assange when Sarah Harrison, sent by Julian Assange, helped Snowden secure asylum in Russia, accompanied him on his flight, and stayed with him for 39 days in Moscow’s Sheremetyevo Airport, later ensuring his safety in Russia after his massive leaks were made public. Mentioned earlier in the thread, Julian Assange was a member of the Extropy Institute. Chelsea Manning, a former U.S. Army intelligence analyst, leaked over 700,000 classified documents to WikiLeaks in 2010. He then orchestrated the release of U.S. military and diplomatic leaks, including the Iraq and Afghanistan war logs, sparking global controversy. Coincidentally, Chelsea manning (a transgender male to female) once dated Elon Musk’s ex “Grimes” (Claire Boucher) [likely also a transgender male to female]. Chelsea Manning was also close with cypherpunks like Isis Lovecruft and Yan Zhu. Yan Zhu was an intelligence analyst for the US DoD, as well as a ‘Hacker Comununity Organizer’ for Noisebridge, a “hackerspace” noteable in the cypherpunk community. Yan Zhu was also a member of the Electronic Frontier Foundation. The Electronic Frontier Foundation (EFF) is a nonprofit organization dedicated to defending digital privacy, free speech, and innovation through litigation, policy advocacy, and technology development. Noteable members of the EFF include: Hal Finney, Jacob Appelbaum, Yan Zhu and Esther Dyson. Esther Dyson worked closley with many transhumanist and cypherpunks. She also worked with Barney Pell of Singularity and Bing! (Microsoft) as well as received funding from Jeffrey Epstein for her research on transhuman and longevity science. She worked at Space Adventures with XPRIZE founder Peter Diamandis. Diamandis also is a member of Singularity with Barney Pell, Ray Kurzweil, David Bray and Cathie Wood. Cathie Wood funds many Elon companies and Peter Thiel’s Palantir. Todd Huffman worked with the US DoDlike Yan Zhu, specializing in intelligence analysis. They also are both members of Noisebridge mentioned before, the “hackerspace” community event for cypherpunks. He also worked extensively with DARPA, helping found and operate the TOR Project. The Tor Project, founded in 2006 as a nonprofit, develops Tor, a free, open-source network that enables anonymous communication by routing internet traffic through multiple volunteer-operated servers to conceal users’ identities and locations. It protects against surveillance, censorship, and tracking, and is widely used by activists, journalists, and privacy advocates. This is a very similar “project” to Bitcoin in terms of privacy, operations and libertarianism. It was funded by the US goverment and developed at the US Naval Research Laboratory, much like how Bitcoin most likely is. This is another reason it is likely Bitcoin is nothing more than a US goverment (intelligence) project, created by these cypherpunk intelligence assets under the cover of “libertarianism”. Libertarianism is a commonality within the cypherpunk community, even the Silicon Valley futurists like Peter Thiel, Elon Musk, Marc Andreessen and Sam Altman. All have ties to intelligence agencies as well. Peter Thiel is an outed FBI informant, and through his Thiel Foundation and Breakout Labs subsequently, he is a large donor of 3scan and Strateos, Inc. Both 3scan and Strateos, Inc. are also funded by DAPRA with positions held bymany cypherpunks, including the already mentioned Todd Huffman and Max Hodak. Max is the co-founder of Elon Musk’s Neuralink company. Max is also invested in Synchron along with DARPA, a company similar to Neuralink, working on a brain-computer interface (BCI) called Stentrode.

📋 How to join: 1Hold 100K $ENB 100K $SCAN 2Track QR page progress ‘til both tokens hit 100K MC 3Scan when QR is fully revealed 4Claim rewards via @CoinbaseWallet 🧢 Easy claps 🔥

For those who want to “stand with them” To volunteer for the International Legion of Ukraine, you can apply online through the International Legion website. You can also contact the Ukrainian embassy in your country.  Online application  1Go to the International Legion website 2Download and fill out the application form 3Scan your passport 4Scan any documents that confirm military or combat experience 5Email the completed application and scans to int_legion_ua@post.mil.gov.ua Embassy application 1Visit the Ukrainian embassy website in your country 
 2Ask to see a defense attache or consul about joining 
 3Bring your government-issued ID, passport, and documents that confirm your military service or service in law enforcement agencies 
 Eligibility To be eligible to join the International Legion of Ukraine, you must:  •Be a citizen of another country •Be between the ages of 18 and 60 •Not have a criminal record or chronic disease •Be physically sound •Be able to enter Ukraine from your country •Be fluent in English, Spanish, or Ukrainian The International Legion selects volunteers based on their motivation, communication skills, physical fitness, and adaptability.

I was pleasantly surprised that our moderator at @FundingCommons BKK was none other than @tinkmk (woot!!!) from @FilFoundation and previously of 3Scan. Talking about people building our sci-fi future! Here scheming with @m_goes_distance of @bio_hacker_dao

This is ripe for a technology application, Step 1 Deploy app to register cars to be parked at hospital with their owners Step 2 as you enter OCR of license plate and ticket with QR code is dispensed by automated barrier. Step 3scan QR code with app, app has 1/n

Filecoin: Storing Humanity's most important Information🗄️ Meet MEGAN KLIMEN, @tinkmk - Founding Officer of @FilFoundation Meet the Speaker ✨ Megan Klimen is a founding officer of the Filecoin Foundation and Filecoin Foundation for the Decentralized Web. She previously co-founded and served as COO of the biotech startup 3Scan. Megan is an experienced founder and operator with a proven track record of success. She builds organizations where people love to work, advancing cutting-edge science and research to tackle humanity's most pressing challenges. About @Filecoin 📁 Filecoin is an original DePIN prototype, a decentralized storage network designed to store humanity's most important information. Built on top of the InterPlanetary File System (IPFS), the network's built-in economic incentives ensure that files are stored and retrieved reliably and continuously. Filecoin’s Proof-of-Spacetime mechanism constantly verifies that data persists and has not been tampered with –– a critical feature for datasets from the human rights, scientific research, and AI industries. Filecoin Foundation facilitates the open source governance of the Filecoin network, funds research and development projects for decentralized technologies, and supports the growth of the Filecoin ecosystem and community. Mark your calendar to hear from Megan at the DEPIN Revolution on August 23-24! 🎟️ Secure your tickets now to learn more on the future of decentralized storage.

これはDWIの設定次第ですね。 s社で言うと、「3scan trace」などの設定では各軸の画像を取得して加算する形ですが、「3D diagonal」ではmpgを3軸に同時印加して撮像するので各軸の画像は出せません🙅‍♂️ 画像はPEPconnectより

Lux Capital, a venture capital firm based in New York, is known for supporting innovators. - Focus: Science and technology - Ticket size: $100K - $100M - Sector: 3D printing, AI, robotics, and space tech - Investments: 3Scan, Desktop Metal, and Rigetti Computing #VC

If the 3Scan KESM tech had panned out, that would’ve been clutch!

So good to catch up with YC bio founders tonite in SF! @olshav @A_Mazzocchi @MikeDubrovsky @rpawell @CrystalNyitray and @MSo_nightingale (though technically she’s an IndieBio alum) As W16 I felt like a true OG. And the event was at the former Integrated Plasmonics/3Scan space.

Cool event🥰🎇 tag @olgafedorova112 @lewiejpd @AriescarTu @EMBII4U @pava0ne @sa1ntn1ch @digitalcoleman Porcelain glb with my body 3scan💋💋💗 check the BDSM version maded with @SsMartinjo

Acronym AF1 downtown 3scan sadly I don’t have all the acronym shoes variants but I would try to make the most complete collection out what I own @erlsn 😅 #acronym #nike #airforce1 #3dscan #capturingreality #sneaker

Charla con amigo( en verde,, él) una oficina. Digitalización . 3SCAN. Piden un empleado freelance Avalancha de CV Fin

Global Artificial Intelligence (AI) in Healthcare Market (2020 to 2026) - Featuring 3Scan, Atomwise and IBM Among Others - ResearchAndMarkets.com - Galveston County Daily News Read more here: ift.tt/3iOtHEk #ArtificialIntelligence #AI #DataScience #100DaysOfCode …

Global Artificial Intelligence (AI) in Healthcare Market (2020 to 2026) - Featuring 3Scan, Atomwise and IBM Among Others - ResearchAndMarkets.com - Yahoo Finance Read more here: ift.tt/3gDyEOK #ArtificialIntelligence #AI #DataScience #100DaysOfCode #Python #Machi…

Soit 1,5scan par épisode environ, la on est plutôt sur du 3scan par épisode, aucun anime ne fait ça surtout que SNK fait des scans de 40/45 pages contrairement aux autres op mha.. qui on 20 pages par scan Honnêtement c'est chaud

Latest News: Plausible Report on Artificial Intelligence (AI) and Deep Learning in Medical Imaging Market by 2027| Detailed Competitive Outlook- 3Scan, Agfa Healthcare, Arterys, Butterfly Network, Inc., EchoNous, Inc., Enlitic, Inc., General Electric (GE) Company - Global An…