BTC $81,310.71 -3.21%
ETH $2,386.19 -3.42%
BNB $730.47 -2.06%
XRP $1.31 -4.15%
SOL $103.55 -3.18%
TRX $0.3282 -0.71%
DOGE $0.0787 -3.88%
ADA $0.2120 -5.79%
BCH $274.73 -3.91%
LINK $11.94 -4.49%
HYPE $77.34 -4.11%
AAVE $146.59 -5.40%
SUI $0.9728 -5.29%
XLM $0.1752 -4.64%
ZEC $1,216.83 -7.51%
AAPL $348.89 +1.42%
AMZN $250.93 -4.22%
GOOGL $324.14 -2.90%
MSFT $521.83 -1.78%
META $645.44 -9.56%
NVDA $212.43 -3.57%
TSLA $373.98 -0.26%
SNDK $1,235.40 -9.22%
INTC $84.67 -7.34%
SPCX $146.47 -6.86%
MU $845.97 -6.45%
AMD $505.56 -7.21%
BTC $81,310.71 -3.21%
ETH $2,386.19 -3.42%
BNB $730.47 -2.06%
XRP $1.31 -4.15%
SOL $103.55 -3.18%
TRX $0.3282 -0.71%
DOGE $0.0787 -3.88%
ADA $0.2120 -5.79%
BCH $274.73 -3.91%
LINK $11.94 -4.49%
HYPE $77.34 -4.11%
AAVE $146.59 -5.40%
SUI $0.9728 -5.29%
XLM $0.1752 -4.64%
ZEC $1,216.83 -7.51%
AAPL $348.89 +1.42%
AMZN $250.93 -4.22%
GOOGL $324.14 -2.90%
MSFT $521.83 -1.78%
META $645.44 -9.56%
NVDA $212.43 -3.57%
TSLA $373.98 -0.26%
SNDK $1,235.40 -9.22%
INTC $84.67 -7.34%
SPCX $146.47 -6.86%
MU $845.97 -6.45%
AMD $505.56 -7.21%

accel

All
Article
Flash

The Ministry of Commerce and 8 other departments issued opinions on accelerating the promotion of technology-driven commerce

According to Jinshi news, the Ministry of Commerce and 8 other departments have released opinions on accelerating the promotion of technology-driven commerce. The opinions propose to promote the iterative upgrading of commodity supply, deeply implement the "Artificial Intelligence + Manufacturing" special action, accelerate the deep integration of artificial intelligence technology with product research and development, design, manufacturing, and marketing, enrich the supply of smart products such as smartphones, computers, home appliances, wearable devices, and robots, and encourage the research and application of smart products based on secure and reliable open-source operating systems.The opinions also propose to accelerate the transformation and upgrading of historical classic industries, develop classic high-quality products, build a lineup of Chinese consumer brands, and explore consumer brands that are independently innovative and of high quality. Vigorously develop technology-driven agriculture, promote the quality and efficiency of high-quality specialty agricultural products, encourage time-honored brands to innovate while maintaining their essence, and support time-honored enterprises in using modern production technologies for product innovation.

first_img Google DeepMind's First Audit: AI Did Not Accelerate Its Own Development, 75% of Code Written by AI

Google DeepMind released the first comprehensive empirical assessment of automation in machine learning research and development in the Gemini 4 Argon security report. The conclusion is that AI has not accelerated the R&D of AI itself, despite the fact that AI has written most of the code delivered by the lab's engineers. Researcher Haydn Belfield, who participated in the assessment, stated on X that there is currently no significant end-to-end ML R&D acceleration, so the risks of AI-driven ML R&D are currently low.The team built an internal index, GCI v1, which synthesizes the scores of 123 AI models across 92 benchmarks into a single value. The cutting-edge Gemini capabilities are improving at a stable rate of about 0.1 GCI points per month, with Gemini 1.5 Pro approaching 0.5 points by the end of 2024, Gemini 3.8 Flash slightly above 2.9 points by September 2026, and Argon about 3.3 points above the trend line. However, Belfield noted that this is due to increased computing power and organizational investment, rather than AI-driven acceleration.Over 75% of the code produced by DeepMind is written by AI, and the proportion of fully delegated code merge requests increased from 7.5% to 11.9% between April and September, but about 88% of requests still require multiple rounds of human guidance or manual writing. A survey of 12 senior researchers showed that automation is highest in clearly defined, verifiable execution tasks and lowest in areas such as open science concepts, new experimental designs, and unstable diagnostic training.

Bitcoin collateralized lending accelerates towards mainstream: expanding from trading financing to real needs such as tuition fees and corporate turnover

Bitcoin collateralized lending is gradually expanding from a cryptocurrency financial scene focused on trading and investment to real credit needs such as tuition fees, living expenses, business operating funds, and real estate, showing a significant change in market usage. Institutions like SALT Lending and Ledn indicate that more and more borrowers are choosing to collateralize BTC for liquidity instead of selling their holdings.Since its establishment in 2018, Ledn has issued loans totaling over $11 billion and expects this scale to grow to $1 trillion in the coming years. Its clients include entrepreneurs and institutional investors seeking operating funds, as well as individuals borrowing to pay for children's education, real estate investments, and short-term living expenses. This trend indicates that the financial attributes of BTC are extending from "tradable assets" further to "collateralizable assets." Borrowers hope to unlock its value without selling BTC while still retaining potential upside exposure.At the same time, institutions like SALT are promoting fixed-rate, long-term products, bringing crypto collateralized loans closer to traditional credit models like home mortgages. Coinbase has also recently launched fixed-rate BTC collateralized loans through Morpho. Ledn further anticipates that similar models may expand from BTC to traditional hard assets like gold, and the boundaries of the collateralized asset lending market are widening.
app_icon
ChainCatcher Building the Web3 world with innovations.