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Navigating the Resource Efficiency of Large Language Models: A Comprehensive Survey
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Navigating the Resource Efficiency of Large Language Models: A Comprehensive Survey

A survey explores the resource efficiency in Large Language Models (LLMs) like OpenAI's ChatGPT, addressing high computational demands and proposing optimization strategies.

Arbitrum's New ArbOS 11: A Game Changer for Blockchain and Crypto
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Arbitrum's New ArbOS 11: A Game Changer for Blockchain and Crypto

The recent implementation of ArbOS 11 by the Arbitrum community introduces key improvements, including EVM Shanghai support and gas efficiency enhancements, fostering optimism in the crypto market for ARB.

IBM Unveils NorthPole: An Energy-Efficient AI Chip Prototype
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IBM Unveils NorthPole: An Energy-Efficient AI Chip Prototype

IBM has introduced a new prototype AI chip named NorthPole, exhibiting remarkable speed and energy efficiency, as reported in Science Magazine on October 19, 2023. The chip, showcasing a 25-fold higher energy efficiency and a 22-fold lower time latency on benchmark tests, addresses the longstanding von Neumann bottleneck by melding memory with computation on-chip. This innovation opens up avenues for applications like autonomous surgery and self-driving vehicles, with continued research on this architecture already underway at IBM.

HKEX Introduces Synapse: A New Settlement Acceleration Platform for Stock Connect
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HKEX Introduces Synapse: A New Settlement Acceleration Platform for Stock Connect

Hong Kong Exchanges and Clearing Limited (HKEX) announces the launch of HKEX Synapse, a settlement acceleration platform designed to improve market efficiency and transparency for Northbound Stock Connect participants. The platform, set to launch on October 9, 2023, will employ DAML smart contracts to streamline post-trade operations. The move aims to enhance real-time data synchronization and scalability for asset managers, brokers, and other market participants.

Binance to Disable Multiple Old Deposit Addresses
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Binance to Disable Multiple Old Deposit Addresses

Binance, the world's largest cryptocurrency exchange, is retiring selected deposit addresses and memos on various blockchains, including Ether, Tron, BNB, and Stellar, as part of its infrastructure upgrade. The exchange encourages impacted users to obtain new addresses and memos to enhance security and efficiency, and the migration is scheduled for April to June 2023.

CleanSpark Buys 45,000 Bitmain Antminer S19 XPs for $144.9 Million
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CleanSpark Buys 45,000 Bitmain Antminer S19 XPs for $144.9 Million

CleanSpark, a crypto miner, has purchased 45,000 Bitmain Antminer S19 XPs for $144.9 million, which will nearly double its current computing power. The first batch of 25,000 rigs will be delivered in August, with the remainder arriving in September, and they will be installed at a site in Sandersville, Georgia. CleanSpark aims to have 16 EH/s of computing power by the end of the year.

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