DeepSeek has released its DeepSeek-V4-Pro model on Hugging Face, expanding access to advanced AI. In cybersecurity, researchers uncovered “fast16,” a malware predating Stuxnet, while vulnerabilities in public EV chargers could allow attackers to disable city-wide networks. Additionally, an EY survey reveals that 49% of consumers are now using AI to assist with their savings and investment decisions.
π€ AI & Machine Learning
DeepSeek v4
DeepSeek has released the DeepSeek-V4-Pro model on Hugging Face. The model’s files and resources are now available for access through the DeepSeek-AI repository.
- DeepSeek v4 β api-docs.deepseek.com
EY survey: 49% of consumers used AI for savings and investment decisions in the past 6 months.
An EY survey of 18,000 people across 23 countries found that approximately 49% of consumers have used artificial intelligence to support their savings and investment decisions over the past six months. This trend highlights the increasing role of AI in personal financial management.
- EY survey: 49% of consumers used AI for savings and investment decisions in the past 6 months. β ft.com
π Security & Privacy
Researchers find cyber-sabotage malware that may predate Stuxnet by five years
SentinelOne researchers have discovered “fast16,” a cyber-sabotage malware that likely predates the Stuxnet worm by five years. The malware targets engineering and physics simulation software to manipulate floating-point calculations and induce errors in critical simulations.
- Researchers find cyber-sabotage malware that may predate Stuxnet by five years β go.theregister.com
Weak security means attackers could disable all of a city’s public EV chargers
At Black Hat Asia, researcher Hetian Shi demonstrated how security vulnerabilities in shared IoT infrastructure, such as public EV chargers, could allow attackers to disable city-wide networks. These flaws, stemming from a focus on user convenience over security, also enable unauthorized service use and the exposure of personal data.
- Weak security means attackers could disable all of a city’s public EV chargers β go.theregister.com
π» Software & Development
Familiarity is the enemy: On why Enterprise systems have failed for 60 years
The author argues that the failure of enterprise knowledge management systems stems from a corporate preference for brand familiarity and risk mitigation over actual product effectiveness. This tendency to choose established vendors as an “insurance policy” has led to decades of wasted investment and massive financial write-offs.
- Familiarity is the enemy: On why Enterprise systems have failed for 60 years β felixbarbalet.com
2026 Ruby on Rails Community Survey
Planet Argon is inviting Ruby on Rails developers to participate in the 2026 Community Survey, which will focus on how AI is being integrated into Rails workflows. The findings will be published for free to provide the community with valuable industry insights.
- 2026 Ruby on Rails Community Survey β railsdeveloper.com
Nev β keyboard focused GUI and terminal text editor
Nev is a keyboard-driven text editor written in Nim that supports both terminal and GUI environments. Inspired by Neovim, Helix, and Zed, it includes built-in features such as LSP support, Treesitter syntax highlighting, and Git integration.
- Nev β keyboard focused GUI and terminal text editor β github.com
πΌ Business & Policy
Tracxn: Global edtech funding fell $16.7B to $2.6B (2021-25) as new startups fell 10,491 to 645.
Global edtech investment plummeted from $16.7 billion in 2021 to less than $3 billion in 2025, accompanied by a significant drop in the number of new startup launches. This downturn reflects a shift in venture capital toward AI-enabled tools and workforce training platforms that prioritize efficiency and measurable returns.
- Tracxn: Global edtech funding fell $16.7B to $2.6B (2021-25) as new startups fell 10,491 to 645. β restofworld.org
India’s IT sector sees rise in replacement hiring as Gen Z leaves jobs faster
India’s IT sector is experiencing a surge in replacement hiring as Gen Z professionals leave jobs much faster than previous generations. To adapt to these shorter tenures, companies are redesigning their workforce strategies by implementing more flexible, project-based hiring and accelerated training programs.
- India’s IT sector sees rise in replacement hiring as Gen Z leaves jobs faster β economictimes.indiatimes.com
China launches 6-month crackdown on online ads, targeting AI misuse
Chinaβs State Administration for Market Regulation (SAMR) is launching a six-month crackdown on the country’s online advertising sector to target malpractices, including the misuse of artificial intelligence. The campaign aims to clean up the advertising ecosystem by strengthening platform accountability, monitoring new formats, and reinforcing content standards.
Trump threatens big UK tariffs if digital services tax targeting US tech is not dropped
Donald Trump has threatened to impose significant tariffs on the United Kingdom if the government does not scrap its digital services tax. The US president argues that the tax unfairly targets major American technology companies, including Apple, Google, and Meta.
- Trump threatens big UK tariffs if digital services tax targeting US tech is not dropped β telegraph.co.uk
𧬠Science & Society
Habitual coffee intake shapes the microbiome, modifies physiology and cognition
A new study reveals that regular coffee consumption significantly alters the gut microbiome composition and metabolite levels within the microbiota-gut-brain axis. The research also links coffee intake to increased impulsivity and emotional reactivity, noting that some of these microbial changes occur independently of caffeine.
Equity for Europeans
The English term “equity” functions as a unified concept encompassing ownership, value, and fairness, unlike the fragmented, domain-specific vocabulary used in German-speaking and civil-law traditions. This linguistic gap stems from historical differences between the English common-law “courts of equity” and the codified legal systems of continental Europe.
- Equity for Europeans β lucumr.pocoo.org
Why I Write (1946)
George Orwell reflects on his lifelong ambition to become a writer, an aspiration he felt from early childhood. Although his actual written output during his youth was minimal, he engaged in continuous mental storytelling and various minor literary activities.
- Why I Write (1946) β orwellfoundation.com
Theft Is Now Progressive Chic
The article critiques a New York Times video featuring Jia Tolentino and Hasan Piker, in which the participants discuss the potential legitimacy of theft and piracy as responses to structural injustice. The author argues that such rhetoric dangerously normalizes criminal behavior by framing acts like shoplifting as forms of political protest against corporate and systemic inequality.
- Theft Is Now Progressive Chic β theatlantic.com