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

    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.

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

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

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

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

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

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

    Experience to Earn: Everdome's Metaverse Frontier

    Experience to Earn: Everdome’s Metaverse Frontier

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

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

    Exploring NetVRk: What Is Behind This AI-Driven Virtual Universe?

    Exploring NetVRk: What Is Behind This AI-Driven Virtual Universe?

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

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

    Meta Cancels Next-Gen Headset Amidst Changing Market Landscape

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    Carrieverse and Disney Ink Content Deal

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    SYKY Bridges Digital and Physical Fashion with Apple Vision Pro

    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

  • NFT
    NFT sales drop 25% to $134m, CryptoPunks plunge 59%

    NFT sales drop 25% to $134m, CryptoPunks plunge 59%

    Ethereum Rules With $56.57M Sales, Solana and Polygon Compete

    Ethereum Rules With $56.57M Sales, Solana and Polygon Compete

    Defunct NFT lender Parallel Finance charges users $500 to withdraw assets

    Defunct NFT lender Parallel Finance charges users $500 to withdraw assets

    $3.62B Already Sold in 2025

    $3.62B Already Sold in 2025

    Who Needs 280 Bitcoin Domain Names? Massive BTC Bundle Goes Up for Auction

    Who Needs 280 Bitcoin Domain Names? Massive BTC Bundle Goes Up for Auction

    Texas judge backs Logan Paul’s bid to escape CryptoZoo lawsuit

    Texas judge backs Logan Paul’s bid to escape CryptoZoo lawsuit

    NFT market cap drops by $1.2B as Ether rally loses steam

    NFT market cap drops by $1.2B as Ether rally loses steam

    From Apes to Punks, NFTs roar back with triple the buyers

    From Apes to Punks, NFTs roar back with triple the buyers

    What’s Behind the Price Surge

    What’s Behind the Price Surge

  • Gaming
    Crypto Gaming Handheld Shipments Delayed Over ‘Excessive’ Import Duties

    Crypto Gaming Handheld Shipments Delayed Over ‘Excessive’ Import Duties

    Why AI NFT Companion Coins Could Be the Key to NFT Market Revival

    Why AI NFT Companion Coins Could Be the Key to NFT Market Revival

    Google Unveils Pixel 10 Lineup With AI Features, New Watch and Earbuds

    Google Unveils Pixel 10 Lineup With AI Features, New Watch and Earbuds

    Immutable & Koin Games Unveil Fast-Paced, Collector-Driven Project O

    Immutable & Koin Games Unveil Fast-Paced, Collector-Driven Project O

    Wilder World Launches FPS at Gamescom with Samsung Partnership and $100K Prize Pool

    Wilder World Launches FPS at Gamescom with Samsung Partnership and $100K Prize Pool

    ‘Wilder World’ Launches First-Person Shooter Game With $100K Tournament

    ‘Wilder World’ Launches First-Person Shooter Game With $100K Tournament

    ‘Pirate Nation’ Ethereum RPG Shutting Down as Crypto Gaming Graveyard Grows

    ‘Pirate Nation’ Ethereum RPG Shutting Down as Crypto Gaming Graveyard Grows

    What the Borussia Dortmund Team-Up Means for ‘FIFA Rivals’ Players

    What the Borussia Dortmund Team-Up Means for ‘FIFA Rivals’ Players

    KuCoin Spotlight Launches AKEDO Token Sale to Drive AI Gaming Innovation

    KuCoin Spotlight Launches AKEDO Token Sale to Drive AI Gaming Innovation

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

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

    MetaMask Users Can Now Link Binance and OKX Accounts to Their Portfolio Dashboard

    MetaMask Users Can Now Link Binance and OKX Accounts to Their Portfolio Dashboard

    NetMindAI Partners with Neurochain AI to Revolutionize Decentralized AI Services

    NetMindAI Partners with Neurochain AI to Revolutionize Decentralized AI Services

    LFG Boosts Token Launches with Community Power

    LFG Boosts Token Launches with Community Power

    Polyhedra Network launches Proof Cloud in open beta

    Polyhedra Network launches Proof Cloud in open beta

    It’s a Different Sort of Olympics as Cryptographers Face Off in Polyhedra’s ‘Proof Arena’

    It’s a Different Sort of Olympics as Cryptographers Face Off in Polyhedra’s ‘Proof Arena’

    SoonVerse Partners with Arris to Enhance User Experience

    SoonVerse Partners with Arris to Enhance User Experience

    Metaplex Deploys Product Suite on Sonic SVM, Enhancing Solana’s Gaming Ecosystem

    Metaplex Deploys Product Suite on Sonic SVM, Enhancing Solana’s Gaming Ecosystem

    Space and Time Becomes ZK Coprocessor in Karak’s Ecosystem

    Space and Time Becomes ZK Coprocessor in Karak’s Ecosystem

  • AI
    Bitcoin Miner Bit Digital Diversifies Into AI for ‘Substantially Higher Margin’ Than Mining

    Bitcoin Miner Bit Digital Diversifies Into AI for ‘Substantially Higher Margin’ Than Mining

    ETH Daddy Discusses Ethereum and AI

    ETH Daddy Discusses Ethereum and AI

    How decentralization can mitigate ‘dystopic’ artificial intelligence risks: SingularityNET exec

    How decentralization can mitigate ‘dystopic’ artificial intelligence risks: SingularityNET exec

    ChatGPT is a tad too enthusiastic about Ethereum’s prospects

    I asked ChatGPT to predict Ethereum’s prospects as billionaire holders accumulate

    UAE emirate launches new free zone for digital assets, Web3 and AI

    UAE emirate launches new free zone for digital assets, Web3 and AI

  • Guides
    What Is Impermanent Loss? How It Works, and How to Avoid It

    What Is Impermanent Loss? How It Works, and How to Avoid It

    What Is an Algorithmic Stablecoin? How It Works and Why It Matters

    What Is an Algorithmic Stablecoin? How It Works and Why It Matters

    What Is Volatility in Crypto? Why It Happens and How to Stay Safe

    What Is Volatility in Crypto? Why It Happens and How to Stay Safe

    What is Cloud Mining? A Beginner’s Guide

    What Is Cloud Mining in Crypto? Everything You Need to Know to Start

    What Are Bitcoin Runes and RunesDEX? – Cryptocurrency News & Trading Tips – Crypto Blog by Changelly

    What Are Bitcoin Runes and RunesDEX? – Cryptocurrency News & Trading Tips – Crypto Blog by Changelly

    6 Under-$1 Utility Tokens with Real-World Use to Watch in the 2025 Bull Run

    6 Under-$1 Utility Tokens with Real-World Use to Watch in the 2025 Bull Run

    What is Crypto FOMO? How to Avoid Emotional Investing Mistakes

    What is Crypto FOMO? How to Avoid Emotional Investing Mistakes

    What Is Crypto Arbitrage and How to Use It in Trading?

    What Is Crypto Arbitrage and How to Use It in Trading?

    What’s the Difference & Which Is Better to Trade?

    What’s the Difference & Which Is Better to Trade?

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

    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

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

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

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

    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

    Here’s What Could Trigger the Next Dogecoin (DOGE) Bull Run, According to Crypto Strategist

    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’

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

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

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

    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

    Enhancing Security in Online Gambling with Blockchain Technology

    Enhancing Security in Online Gambling with Blockchain Technology

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

    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.

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

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

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

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

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

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

    Experience to Earn: Everdome's Metaverse Frontier

    Experience to Earn: Everdome’s Metaverse Frontier

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

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

    Exploring NetVRk: What Is Behind This AI-Driven Virtual Universe?

    Exploring NetVRk: What Is Behind This AI-Driven Virtual Universe?

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

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

    Meta Cancels Next-Gen Headset Amidst Changing Market Landscape

    Meta Cancels Next-Gen Headset Amidst Changing Market Landscape

    Carrieverse and Disney Ink Content Deal

    Carrieverse and Disney Ink Content Deal

    SYKY Bridges Digital and Physical Fashion with Apple Vision Pro

    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

  • NFT
    NFT sales drop 25% to $134m, CryptoPunks plunge 59%

    NFT sales drop 25% to $134m, CryptoPunks plunge 59%

    Ethereum Rules With $56.57M Sales, Solana and Polygon Compete

    Ethereum Rules With $56.57M Sales, Solana and Polygon Compete

    Defunct NFT lender Parallel Finance charges users $500 to withdraw assets

    Defunct NFT lender Parallel Finance charges users $500 to withdraw assets

    $3.62B Already Sold in 2025

    $3.62B Already Sold in 2025

    Who Needs 280 Bitcoin Domain Names? Massive BTC Bundle Goes Up for Auction

    Who Needs 280 Bitcoin Domain Names? Massive BTC Bundle Goes Up for Auction

    Texas judge backs Logan Paul’s bid to escape CryptoZoo lawsuit

    Texas judge backs Logan Paul’s bid to escape CryptoZoo lawsuit

    NFT market cap drops by $1.2B as Ether rally loses steam

    NFT market cap drops by $1.2B as Ether rally loses steam

    From Apes to Punks, NFTs roar back with triple the buyers

    From Apes to Punks, NFTs roar back with triple the buyers

    What’s Behind the Price Surge

    What’s Behind the Price Surge

  • Gaming
    Crypto Gaming Handheld Shipments Delayed Over ‘Excessive’ Import Duties

    Crypto Gaming Handheld Shipments Delayed Over ‘Excessive’ Import Duties

    Why AI NFT Companion Coins Could Be the Key to NFT Market Revival

    Why AI NFT Companion Coins Could Be the Key to NFT Market Revival

    Google Unveils Pixel 10 Lineup With AI Features, New Watch and Earbuds

    Google Unveils Pixel 10 Lineup With AI Features, New Watch and Earbuds

    Immutable & Koin Games Unveil Fast-Paced, Collector-Driven Project O

    Immutable & Koin Games Unveil Fast-Paced, Collector-Driven Project O

    Wilder World Launches FPS at Gamescom with Samsung Partnership and $100K Prize Pool

    Wilder World Launches FPS at Gamescom with Samsung Partnership and $100K Prize Pool

    ‘Wilder World’ Launches First-Person Shooter Game With $100K Tournament

    ‘Wilder World’ Launches First-Person Shooter Game With $100K Tournament

    ‘Pirate Nation’ Ethereum RPG Shutting Down as Crypto Gaming Graveyard Grows

    ‘Pirate Nation’ Ethereum RPG Shutting Down as Crypto Gaming Graveyard Grows

    What the Borussia Dortmund Team-Up Means for ‘FIFA Rivals’ Players

    What the Borussia Dortmund Team-Up Means for ‘FIFA Rivals’ Players

    KuCoin Spotlight Launches AKEDO Token Sale to Drive AI Gaming Innovation

    KuCoin Spotlight Launches AKEDO Token Sale to Drive AI Gaming Innovation

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

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

    MetaMask Users Can Now Link Binance and OKX Accounts to Their Portfolio Dashboard

    MetaMask Users Can Now Link Binance and OKX Accounts to Their Portfolio Dashboard

    NetMindAI Partners with Neurochain AI to Revolutionize Decentralized AI Services

    NetMindAI Partners with Neurochain AI to Revolutionize Decentralized AI Services

    LFG Boosts Token Launches with Community Power

    LFG Boosts Token Launches with Community Power

    Polyhedra Network launches Proof Cloud in open beta

    Polyhedra Network launches Proof Cloud in open beta

    It’s a Different Sort of Olympics as Cryptographers Face Off in Polyhedra’s ‘Proof Arena’

    It’s a Different Sort of Olympics as Cryptographers Face Off in Polyhedra’s ‘Proof Arena’

    SoonVerse Partners with Arris to Enhance User Experience

    SoonVerse Partners with Arris to Enhance User Experience

    Metaplex Deploys Product Suite on Sonic SVM, Enhancing Solana’s Gaming Ecosystem

    Metaplex Deploys Product Suite on Sonic SVM, Enhancing Solana’s Gaming Ecosystem

    Space and Time Becomes ZK Coprocessor in Karak’s Ecosystem

    Space and Time Becomes ZK Coprocessor in Karak’s Ecosystem

  • AI
    Bitcoin Miner Bit Digital Diversifies Into AI for ‘Substantially Higher Margin’ Than Mining

    Bitcoin Miner Bit Digital Diversifies Into AI for ‘Substantially Higher Margin’ Than Mining

    ETH Daddy Discusses Ethereum and AI

    ETH Daddy Discusses Ethereum and AI

    How decentralization can mitigate ‘dystopic’ artificial intelligence risks: SingularityNET exec

    How decentralization can mitigate ‘dystopic’ artificial intelligence risks: SingularityNET exec

    ChatGPT is a tad too enthusiastic about Ethereum’s prospects

    I asked ChatGPT to predict Ethereum’s prospects as billionaire holders accumulate

    UAE emirate launches new free zone for digital assets, Web3 and AI

    UAE emirate launches new free zone for digital assets, Web3 and AI

  • Guides
    What Is Impermanent Loss? How It Works, and How to Avoid It

    What Is Impermanent Loss? How It Works, and How to Avoid It

    What Is an Algorithmic Stablecoin? How It Works and Why It Matters

    What Is an Algorithmic Stablecoin? How It Works and Why It Matters

    What Is Volatility in Crypto? Why It Happens and How to Stay Safe

    What Is Volatility in Crypto? Why It Happens and How to Stay Safe

    What is Cloud Mining? A Beginner’s Guide

    What Is Cloud Mining in Crypto? Everything You Need to Know to Start

    What Are Bitcoin Runes and RunesDEX? – Cryptocurrency News & Trading Tips – Crypto Blog by Changelly

    What Are Bitcoin Runes and RunesDEX? – Cryptocurrency News & Trading Tips – Crypto Blog by Changelly

    6 Under-$1 Utility Tokens with Real-World Use to Watch in the 2025 Bull Run

    6 Under-$1 Utility Tokens with Real-World Use to Watch in the 2025 Bull Run

    What is Crypto FOMO? How to Avoid Emotional Investing Mistakes

    What is Crypto FOMO? How to Avoid Emotional Investing Mistakes

    What Is Crypto Arbitrage and How to Use It in Trading?

    What Is Crypto Arbitrage and How to Use It in Trading?

    What’s the Difference & Which Is Better to Trade?

    What’s the Difference & Which Is Better to Trade?

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

    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

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

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

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

    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

    Here’s What Could Trigger the Next Dogecoin (DOGE) Bull Run, According to Crypto Strategist

    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’

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

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

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

    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

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Home Mining

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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Bitcoin miner Foundry hits 0.07% jackpot mining eight consecutive BTC blocks

Theminermag Bitcoin Mining Update – July/August 2025

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.

See also  Bitcoin Miner HIVE Names Former Apple Exec to Lead Cloud Unit in $100 Million Push

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.

See also  Marathon Digital unveils platform for developing bitcoin sidechains

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.

Mentioned in this article
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Tags: ASICEtchedHardwarePowerRevolutionizingUnlocking

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