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BTC $63,941.12 +0.02%
ETH $1,909.65 -0.53%
BNB $572.00 +0.11%
XRP $1.07 +0.12%
SOL $73.69 -0.23%
TRX $0.3255 +0.27%
DOGE $0.0702 -0.84%
ADA $0.1622 -0.27%
BCH $210.73 -2.13%
LINK $8.33 -1.71%
HYPE $54.02 -2.13%
AAVE $95.70 -5.66%
SUI $0.6862 -1.22%
XLM $0.1719 -1.83%
ZEC $466.32 -0.51%

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Vitalik: The Diamond iO exploration program "stealth" new paradigm may drive privacy computing into a new stage

Ethereum co-founder Vitalik Buterin published a new article introducing a novel cryptographic obfuscation technology called Diamond iO. This technology aims to address the extremely low efficiency of traditional indistinguishable obfuscation schemes, allowing programs to run while hiding internal logic and critical data. Although traditional iO technology possesses strong privacy protection capabilities, its operational costs are prohibitively high, making it nearly impractical. Diamond iO, by adopting more aggressive new cryptographic assumptions, enhances computational efficiency from "universe-level time consumption" to "planet-level time consumption," bringing it closer to practical application.Diamond iO is built on technologies such as Attribute-Based Encryption (ABE) and Fully Homomorphic Encryption (FHE). By encrypting programs, it allows users to execute the encrypted programs and obtain correct outputs without being able to view the internal code or hidden keys. This solution introduces a new input encoding mechanism and conditional decryption method, reducing computational complexity while ensuring the program logic remains hidden. Its core application scenarios include protecting programs that contain private keys, enabling secure software licensing, constructing trustless cryptographic services, and supporting blockchain and artificial intelligence systems with stronger privacy protection.However, Diamond iO is still in the early research stage, and its security relies on new cryptographic assumptions, including All-Product LWE and Evasive LWE, which require further research validation. At the same time, the technology still faces efficiency challenges such as high computational overhead and circuit depth limitations. Researchers believe that by optimizing underlying hash functions, improving homomorphic encryption schemes, and reducing security parameter requirements, Diamond iO is expected to become an important direction for advancing practical program obfuscation technology in the future.

NVIDIA releases quantum computing AI calibration model, promoting the fusion of AI and quantum

NVIDIA released the open-source AI model NVIDIA Ising Calibration 1.5, designed for the automatic analysis of quantum processor (QPU) diagnostic data, and to autonomously determine device calibration schemes, achieving automation of the quantum computer calibration process. NVIDIA stated that Ising Calibration 1.5 is a visual language model (VLM) specifically designed for quantum computing calibration scenarios, capable of understanding experimental data from quantum chips and performing "zero-shot" analysis in the absence of historical cases, while also enabling context learning (ICL) with relevant experimental samples to help continuously optimize the operational state of quantum devices.In the QCalEval quantum calibration benchmark test, Ising Calibration 1.5 averaged about 10% ahead of similarly sized open-source models in zero-shot inference capability, and when using relevant experimental cases for context learning, it showed an approximately 86.5% performance improvement over the previous generation model, surpassing multiple open-source models and approaching the level of top closed-source large models. The model has 31 billion parameters and supports operation on NVIDIA Grace Blackwell and Vera Rubin data center GPUs. It also launched an NVFP4 quantized version, which can be deployed on a single consumer-grade GPU or NVIDIA DGX Spark, significantly lowering the usage threshold for quantum laboratories.NVIDIA claims that the training data for Ising Calibration 1.5 comes from various qubit architectures, including superconducting qubits, quantum dots, ions, neutral atoms, and helium surface electrons, providing calibration capabilities for different types of quantum computing devices. Industry experts believe that automated calibration is one of the key bottlenecks in the scalable development of quantum computing. NVIDIA's launch of this AI-driven quantum calibration tool signifies that AI models are beginning to extend from traditional computing domains into the quantum hardware control layer, potentially becoming an important component of the future quantum computing industry infrastructure.

BitMart announces an orderly cessation of operations, closing all trading services starting August 26

According to the official announcement, BitMart has announced that after assessing its operational status, market environment, and future strategic direction, the platform has decided to orderly cease trading operations. Starting from July 26 at 01:30 (UTC), BitMart will gradually stop new user registrations and cryptocurrency, fiat currency deposits. The contract accounts will enter a mode of only reducing positions, spot trading will stop accepting new orders, and automated services such as copy trading, grid trading, and API trading will also gradually shut down.Starting from August 26 at 01:00 (UTC), BitMart will stop all spot, contract, and other trading services. Any contract positions that have not been closed by then may be processed according to the marked price, index price, or applicable settlement rules. Financial management, staking, lending, and Launchpad products will be terminated in phases, with specific redemption and settlement arrangements to be notified separately.The platform plans to officially cease trading platform operations on January 31, 2027, at 15:59 (UTC). After the shutdown, users will still be able to log into their accounts, view their history, and submit withdrawal requests within a specified period. BitMart advises users to complete identity verification and close all positions before August 26 at 01:00, and to submit withdrawal requests before 05:00 on the same day.Withdrawal services are still available, but some requests may be subject to manual review due to KYC, device and account security, source of funds, withdrawal address, Travel Rule, sanctions screening, and other requirements. BitMart reminds users to download and save their account balances, deposit and withdrawal records, and transaction history in advance, while also being vigilant against scams impersonating platform personnel who charge "expedited fees," "unfreezing fees," or request passwords, verification codes, private keys, and mnemonic phrases.
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