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    IOT in E-Commerce Market Is Going to Boom | Major Giants Amazon,Alibaba,eBay

    IOT in E-Commerce Market Is Going to Boom | Major Giants Amazon,Alibaba,eBay

    Enhancing Security in Online Gambling with Blockchain Technology

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    How to Play Treeverse: Beginner’s Guide to Gameplay, NFTs, and Tokenomics

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    GameFi Q1 2025 Report: User Growth, Chain Activity, and Revenue Trends

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    Beyond Bots: Meta Motivo and the Dawn of Humanlike Digital Life

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    Meta Cancels Next-Gen Headset Amidst Changing Market Landscape

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    ChatGPT is a tad too enthusiastic about Ethereum’s prospects

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  • Guides
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    A Step-by-Step Guide for Beginners

    Long and Short Positions in Crypto Explained for Beginners

    Long and Short Positions in Crypto Explained for Beginners

    What Is Fully Diluted Valuation (FDV) in Crypto?

    What Is Fully Diluted Valuation (FDV) in Crypto?

    What Does FUD Mean in Crypto? The Fear, Uncertainty, and Doubt Effect

    What Does FUD Mean in Crypto? The Fear, Uncertainty, and Doubt Effect

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    What Is Crypto Staking? How to Earn Crypto by Holding It

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    What Are Liquidity Pools? A Guide to DeFi Explained Simply

    What Is Yield Farming in Crypto? A Beginner’s Guide to DeFi Income

    What Is Yield Farming in Crypto? A Beginner’s Guide to DeFi Income

    What Is Asset Tokenization? Types, Why It Matters Now [2025]

    What Is Asset Tokenization? Types, Why It Matters Now [2025]

    Key Innovations, Challenges, and What Comes Next

    Key Innovations, Challenges, and What Comes Next

  • Analysis
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    An SBF Testimony Could Add ‘Decades’ to His Prison Sentence, According to Lawyer – Here’s Why

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    Estate of Bankrupt Crypto Exchange FTX Abruptly Stakes Over $144 Million in Solana (SOL)

    Estate of Bankrupt Crypto Exchange FTX Abruptly Stakes Over $144 Million in Solana (SOL)

    Dogecoin Bull run

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    Benjamin Cowen Warns Majority of Altcoins Will Never See New All-Time Highs Again Amid ‘Serious Declines’

    Benjamin Cowen Warns Majority of Altcoins Will Never See New All-Time Highs Again Amid ‘Serious Declines’

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    SEC Chair Gary Gensler Standing in the Way of Bitcoin ETFs, Says ARK Invest’s Cathie Wood

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    Top Trader Sees Bitcoin Skyrocketing 570% in Next Bull Market Amid Soaring US Debt Levels

    The #1 CopyTrading Exchange-Bitget Turns 5, $100 Bonus for Newcomers

    The #1 CopyTrading Exchange-Bitget Turns 5, $100 Bonus for Newcomers

  • Coin Marketcaps
  • Home
  • Crypto
    • Bitcoin
    • Ethereum
    • Altcoins
    • DeFi
  • Web 3
    IOT in E-Commerce Market Is Going to Boom | Major Giants Amazon,Alibaba,eBay

    IOT in E-Commerce Market Is Going to Boom | Major Giants Amazon,Alibaba,eBay

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    Enhancing Security in Online Gambling with Blockchain Technology

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    Blushush by Sahil Gandhi and Ohh My Brand by Bhavik Sarkhedi Partner to Revolutionize Brand Strategy and Personal Branding

    How to Play Treeverse: Beginner’s Guide to Gameplay, NFTs, and Tokenomics

    How to Play Treeverse: Beginner’s Guide to Gameplay, NFTs, and Tokenomics

    Intellivix Targets Global AI Surveillance Market with ‘False Alarm Elimination’ Gen AMS

    Intellivix Targets Global AI Surveillance Market with ‘False Alarm Elimination’ Gen AMS

    The Future of Gambling: How Casino Sites Are Leveraging Web3

    The Future of Gambling: How Casino Sites Are Leveraging Web3

    The most potentially profitable investment method in 2025 is through PairMiner crypto cloud mining, earning passive income daily.

    The most potentially profitable investment method in 2025 is through PairMiner crypto cloud mining, earning passive income daily.

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    GameFi Q1 2025 Report: User Growth, Chain Activity, and Revenue Trends

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    Brain-Computer Interface Market Value, Trends, and Demand Insights | Scope By 2032

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    Shib: The Metaverse – Part of the Expanding Shiba Inu Ecosystem

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    Council of Europe Highlights Metaverse's Impact on Privacy and Democracy

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    Carrieverse and Disney Ink Content Deal

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    SYKY Bridges Digital and Physical Fashion with Apple Vision Pro

    Somnia Launches Playground App to Empower Metaverse Creators

    Somnia Launches Playground App to Empower Metaverse Creators

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    FC Barcelona unveils Barca Pass crypto wallet, NFT avatars

    Guild of Guardians Leads Despite Dip as SuperRare and Panini Skyrocket

    Guild of Guardians Leads Despite Dip as SuperRare and Panini Skyrocket

    Official Hyperliquid NFTs Hit All-Time High of $65,000 on OTC Desks

    Official Hyperliquid NFTs Hit All-Time High of $65,000 on OTC Desks

    NFTs Weekly Sales Surge 24% to $142M, Guild of Guardians & Immutable Dominate in Sales

    NFTs Weekly Sales Surge 24% to $142M, Guild of Guardians & Immutable Dominate in Sales

    NFT sales pump 37% to $144.8m, Immutable dethrones Ethereum

    NFT sales pump 37% to $144.8m, Immutable dethrones Ethereum

    Pudgy Penguins Joins Lufthansa for Real Travel Rewards

    Pudgy Penguins Joins Lufthansa for Real Travel Rewards

    Solsniper Closes NFT Marketplace After 3.5 Years, Shifts Focus to Trading Bot Development

    Solsniper Closes NFT Marketplace After 3.5 Years, Shifts Focus to Trading Bot Development

    Ethereum Token Platform Zora Sues Deloitte Over AI Trademark Dispute

    Ethereum Token Platform Zora Sues Deloitte Over AI Trademark Dispute

    OpenSea sunsets ‘Deals,’ other features in OS2 shakeup

    OpenSea sunsets ‘Deals,’ other features in OS2 shakeup

  • Gaming
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    IN-Match3 Joins Forces with Adventure Layer to Scale GameFi, Boost Accessibility & Profitability

    Civitas Migrates to Immutable zkEVM to Power Low-Cost, Scalable Web3 Gaming & Web3 Network Growth

    Civitas Migrates to Immutable zkEVM to Power Low-Cost, Scalable Web3 Gaming & Web3 Network Growth

    Doodles NFT Sticker Launch on Telegram Sells Out in 24 Hours

    Doodles NFT Sticker Launch on Telegram Sells Out in 24 Hours

    Crypto Casinos Made Over $80 Billion in 2024

    Crypto Casinos Made Over $80 Billion in 2024

    A16z-backed Spekter Games founder shares Telegram gaming ethos

    A16z-backed Spekter Games founder shares Telegram gaming ethos

    How Mobile Apps Are Quietly Adopting Web3 Tech

    How Mobile Apps Are Quietly Adopting Web3 Tech

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    Location-Based Gaming NFTs: How GPS and Blockchain Are Changing the Way We Play

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    Avalanche Game ‘Forgotten Playland’ Implements NFTs in Biggest Update Yet

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    Floki’s Valhalla Fires Up 4-Week Programmatic Display Push Across Target Markets

  • Blockchain
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    Capturing the Growth of Asset-Backed Finance via Blockchain-Enabled Opportunities

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    What Are Liquidity Pools? A Guide to DeFi Explained Simply

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  • Analysis
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    Bitcoin Sees Historic Rise in Shark and Whale BTC Wallets, Records New High: Santiment

    An SBF Testimony Could Add ‘Decades’ to His Prison Sentence, According to Lawyer – Here’s Why

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    Solana, XRP and One Ethereum Rival Leading Institutional Inflows in 2023: CoinShares Data

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    Estate of Bankrupt Crypto Exchange FTX Abruptly Stakes Over $144 Million in Solana (SOL)

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    The #1 CopyTrading Exchange-Bitget Turns 5, $100 Bonus for Newcomers

    The #1 CopyTrading Exchange-Bitget Turns 5, $100 Bonus for Newcomers

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Unlocking the Power of Etched ASIC: Revolutionizing AI Hardware

June 26, 2024
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Unlocking the Power of Etched ASIC: Revolutionizing AI Hardware
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From Subsidies to Shutdowns: Norway Moves to Restrict Bitcoin Mining

Norway eyes crypto mining ban amid local firms’ heavy investments in Bitcoin

Etched is making waves in the artificial intelligence hardware space with its revolutionary new AI accelerator chip. The Silicon Valley startup, founded in 2022 by Harvard dropouts Gavin Uberti and Chris Zhu, has developed a custom application-specific integrated circuit (ASIC) called Sohu that is purpose-built to run transformer models – the architecture behind today’s most advanced AI systems.

Etched transformer ASICS for LLMs

Etched claims its Sohu chip can process AI workloads up to 20 times faster than Nvidia’s top-of-the-line GPUs while using significantly less power. With $120 million in fresh funding and partnerships with major cloud providers, Etched is positioning itself as a formidable challenger to Nvidia’s dominance in AI chips.

Performance of Sohu vs top GPUs (Etched)

Primary Venture Partners and Positive Sum Ventures led the funding round, which included participation from high-profile investors like Peter Thiel, Github CEO Thomas Dohmke, and former Coinbase CTO Balaji Srinivasan. As transformer models continue to drive breakthroughs in generative AI, Etched’s specialized hardware could reshape the landscape of AI computing.

Etched’s approach targets the complexities of GPUs and TPUs, particularly the need to handle arbitrary CUDA and PyTorch code, which demands sophisticated compilers. While other AI chip developers like AMD, Intel, and AWS have invested billions into software development with limited success, Etched is narrowing its focus. By exclusively running transformers, Etched can streamline software development for these models.

Most AI companies use transformer-specific inference libraries such as TensorRT-LLM, vLLM, or HuggingFace’s TGI. Although somewhat inflexible, these frameworks suffice for most needs because transformer models across different applications—text, image, or video—are fundamentally similar. This allows users to adjust model hyperparameters without altering the core model code. However, the most prominent AI labs often require custom solutions, employing engineers to optimize GPU kernels meticulously.

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Etched aims to eliminate the need for reverse engineering by making its entire software stack open source, from drivers to kernels. This openness allows engineers to implement custom transformer layers as needed, enhancing flexibility and innovation.

Etched’s approach to AI hardware is comparable to the advancements seen with Groq’s LPU Inference Engine. Groq’s LPU, a dedicated Language Processing Unit, has set new benchmarks in processing efficiency for large language models, surpassing traditional GPUs in specific tasks. According to ArtificialAnalysis.ai, Groq’s LPU achieved a throughput of 241 tokens per second with Meta AI’s Llama 2-70b model, demonstrating its capability to process large volumes of more straightforward data more efficiently than other solutions.

This level of performance spotlights the potential for specialized AI hardware to revolutionize the field by offering faster and more efficient processing capabilities tailored to specific AI workloads. Etched claims its ASIC achieves as many as 500,000 tokens per token with its hardware, dwarfing Groq’s performance.

ASICs changed the game for Bitcoin; will they do the same for AI?

The introduction of ASICs for Bitcoin mining marked a revolutionary shift in the landscape, fundamentally altering the network dynamics. When ASICs were first introduced in 2013, they represented a quantum leap in mining efficiency compared to the CPUs and GPUs that had previously dominated the field. This transition profoundly impacted Bitcoin’s ecosystem, dramatically increasing the network’s overall hash rate and, consequently, its security.

ASICs, being purpose-built for Bitcoin mining, offered unprecedented computational power and energy efficiency, quickly rendering CPU and GPU mining obsolete for Bitcoin. This shift led to a rapid centralization of mining power, as only those with access to ASIC hardware could profitably mine Bitcoin. The ASIC era ushered in industrial-scale mining operations, transforming Bitcoin mining from a hobby accessible to individual enthusiasts into a highly competitive, capital-intensive industry.

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Etched history and development

Etched’s vision began in 2022 when AI technologies like ChatGPT were not yet prevalent, and image and video generation models primarily relied on U-Nets and CNNs. Since then, transformers have become the dominant architecture across various AI domains, validating Etched’s strategic focus.

The company is rapidly advancing toward one of the quickest chip launches in history. It has attracted top talent from major AI chip projects, partnered with TSMC for their advanced 4nm process, and secured essential resources such as HBM and server supply to support initial production. Early customers have already committed tens of millions of dollars to Etched’s hardware.

This rapid progress could dramatically accelerate AI capabilities. For instance, AI models could become 20 times faster and cheaper overnight. Current limitations could be drastically reduced, such as the slow response times of models like Gemini or the high costs and long processing times of coding agents. Real-time applications, from video generation to AI-driven conversations, could become feasible, addressing the current bottlenecks faced even by leading AI firms like OpenAI during peak usage periods.

Etched’s advancements promise to make real-time video, calls, agents, and search a reality, fundamentally transforming AI capabilities and their integration into everyday applications.

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Tags: ASICEtchedHardwarePowerRevolutionizingUnlocking

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