AI in Open Source Projects: Opportunity or Chaos?
More and more contributions in open source repositories come from AI agents. Maintainers must adapt their workflows to take advantage of this trend or drown in endless reviews.
The Future of AI, Automation & Digital Innovation
More and more contributions in open source repositories come from AI agents. Maintainers must adapt their workflows to take advantage of this trend or drown in endless reviews.
The Gunra ransomware, which emerged in 2025, is being exploited by affiliates to attack critical infrastructure through Fortinet flaws. CISA, FBI, and other agencies urge patching and strengthening perimeter security against a threat that combines double extortion and advanced encryption.
A new VentureBeat Pulse Research study reveals that companies implementing governed semantic layers detect twice as many incorrect responses from their AI agents. Far from being a problem, this increased visibility becomes a strategic advantage for improving the accuracy and reliability of systems.

Google has announced that Gemini surpasses 1 billion monthly active users, becoming the fastest product to achieve this figure in the company's history. This milestone reflects the aggressive AI integration strategy across Google's services, although the metric is based on direct usage of the app or web.
Confidence in automated AI agent evaluation nearly tripled in July, but the production failure rate did not improve. Companies that have already suffered a failure are the ones that trust automation the most, although paradoxically they are also the ones that advance the most toward full autonomy.
Microsoft released its August patch with 421 vulnerabilities, one already exploited by North Korea's Lazarus group. The attack, targeting the defense sector, combines social engineering and an advanced rootkit.
A supply chain attack on LiteLLM, a popular open-source AI tool, has compromised terabytes of credentials from over 2,500 organizations, including giants like Microsoft and Amazon. The incident, revealed by CloudSEK and Hudson Rock, underscores security risks in the AI ecosystem.
Apple is developing a system to authenticate photos taken with iPhone, according to clues in iOS 27 beta 5. This technology will allow verifying the origin of images and curb the proliferation of deepfakes.

A U.S. appeals court has dismissed Meta and TikTok's arguments to throw out lawsuits over teen addiction. With potential damages of $1.4 trillion, the case is shaping up to be a legal milestone for the tech industry.
A vulnerability in Zoom, discovered with the help of AI, could have allowed attackers to hijack devices during meetings. The company has already released a patch, but the case highlights the double-edged sword of AI in cybersecurity.

A new zero-day called ShieldBreak allows attackers to gain SYSTEM privileges on fully patched Windows systems. The exploit, published by well-known researcher Nightmare Eclipse, has already been confirmed by other experts, highlighting the urgency of applying mitigations.
OpenAI has introduced ChatGPT Business Premium, a new tier costing $125 per month that offers five times more usage capacity than the standard Business plan. The move aims to attract businesses with intensive AI needs, but raises questions about its cost-benefit ratio compared to open-source alternatives.