2025
PulseAugur coverage of 2025 — every cluster mentioning 2025 across labs, papers, and developer communities, ranked by signal.
23 day(s) with sentiment data
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Germany's AI-driven startup boom sees record 3,053 new companies in H1 2026
Germany experienced a record-breaking surge in startup creation during the first half of 2026, with 3,053 new companies established. This represents a significant 52% increase compared to the latter half of 2025. Artifi…
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China's AI industry surpasses 1.2 trillion yuan, growing 40% in 2025
China's artificial intelligence industry reached a valuation of over 1.2 trillion yuan in 2025, marking a 40% increase from the previous year. This growth has led to the sector encompassing more than 6,600 companies, wh…
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ChatGPT Prompt Writing Guide Updated for 2025
This article provides an updated guide to writing effective prompts for ChatGPT, tailored for 2025. It aims to demystify prompt engineering for users who may be unfamiliar with the process. The content covers essential …
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New research finds LLMs vulnerable to syntactic jailbreaks
A new research paper titled "Mood Matters: How Syntactic Sensitivity Undermines Safety Alignment" reveals a significant vulnerability in large language models' safety alignment. The study demonstrates that models can be…
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CNM-BERT enhances Chinese NLP by embedding character structure
Researchers have developed CNM-BERT, a novel approach to enhance BERT-based models for Chinese language processing. This method incorporates the compositional structure of Chinese characters, which are often overlooked …
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Sleep-time compute slashes LLM latency by pre-answering queries
A new technique called "Sleep-time compute" aims to reduce LLM inference latency by pre-computing answers to predictable queries during idle periods. This approach, detailed by Lin et al. in a 2025 paper, uses a backgro…
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Hong Kong sees 44% rise in fatal traffic accidents, 63 dead in H1 2026
Fatal traffic accidents in Hong Kong increased by 44% in the first half of 2026, resulting in 63 deaths compared to 43 in the same period of 2025. The majority of these fatal incidents involved commercial vehicles, ofte…
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Hong Kong retail sales climb 4.6% in June, extending 14-month growth streak
Hong Kong's retail sales experienced a 4.6% year-on-year increase in June, marking the 14th consecutive month of growth. The total value of sales reached HK$31.5 billion (US$4.01 billion). For the first half of the year…
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HSBC Holdings reports 23% profit increase and $1B share buyback plan
HSBC Holdings reported a 23% year-over-year increase in profit after tax for the first half of 2026, reaching $15.32 billion. The company's revenue also saw an 11% rise to $37.74 billion. HSBC announced a second interim…
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New research explores benign overfitting in linear classifiers with bias terms
Researchers Yuta Kondo and Hashimoto et al. have extended the analysis of benign overfitting in linear regression models. Their work now includes classifiers with a bias term, a feature previously excluded in similar st…
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AI accelerates software vulnerability discovery, shrinking exploit window
Artificial intelligence is significantly accelerating the discovery of software vulnerabilities, with the number of identified issues on track to double this year compared to 2025. Although the rate at which these vulne…
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China's financial leasing assets hit 5.23 trillion yuan by end-2025
A report from the China Banking Association indicates that by the end of 2025, China's financial leasing industry had reached a total asset size of 5.23 trillion yuan, marking a 7.89% year-on-year increase. The industry…
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New research offers faster rates for swap-agnostic learning of proper losses
A new research paper introduces a novel approach to swap-agnostic learning for proper losses, aiming to improve prediction accuracy. The study demonstrates that for specific types of losses, prediction-level comparisons…
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AI Agent Strategy Markets Poised for Platform-Level Growth in 2025 · 3 sources tracked
The AI agent ecosystem is poised for a significant shift in 2025, moving from fragmented tools to a platform-level opportunity centered around strategy markets. These decentralized strategy trading platforms aim to resh…
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AI Development Shifts Local-First by 2026 for Speed and Privacy
The AI development landscape is rapidly shifting towards a local-first approach, driven by the need to overcome cloud API latency, ensure data privacy, and reduce costs. By 2026, running AI models on local hardware is e…
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China's online literature surpasses 33 million works, 500M readers
As of the end of 2025, China's online literature boasts over 33 million works and a readership exceeding 500 million. The industry has seen a significant increase in quality across genres like realism and sci-fi. Intern…
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AI accelerates software vulnerability discovery, shrinking defense windows
AI tools are significantly accelerating the discovery of software vulnerabilities, with the current pace on track to double the total found in 2025. Although the rate at which these vulnerabilities are exploited remains…
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Bookkeeping Strategies Differ for Retail, Service, and SaaS Businesses
Bookkeeping practices vary significantly across different business models, with retail, service, and SaaS companies each requiring unique approaches. Retail businesses must prioritize inventory tracking and cost of good…
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New persona-based index predicts FOMC rate decisions
Researchers have developed a novel index to predict the U.S. Federal Open Market Committee's (FOMC) interest rate decisions by analyzing the responses of digital personas to market conditions. This index, built from a d…
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Hong Kong's Exchange Fund earnings drop 37% amid equity slump and AI risk warnings
Hong Kong's Exchange Fund experienced a 37% decrease in first-half earnings, primarily due to losses in its Hong Kong equity portfolio and weaker bond returns. The fund's earnings dropped to HK$134.7 billion (US$17.17 b…