Etik, Güvenlik ve Regülasyon

The reliability and ethics of Mobile Fortify, a facial recognition application used by U.S. Immigration and Customs Enforcement (ICE) and Customs and Border Protection (CBP), are under scrutiny. Senate Democrats are preparing to ban the technology due to privacy violations and surveillance concerns, while allegations suggest aggressive street-level deployment.

Anthropic's new Opus 4.6 model has detected over 500 previously unknown critical security vulnerabilities in open-source libraries. The company has called for the model's immediate use in defense systems, highlighting AI's transformative potential in cybersecurity.

Artificial intelligence technology is fundamentally transforming the field of penetration testing in the cybersecurity world. In 2026, seven leading companies stand out by providing proactive defense with advanced AI algorithms, protecting organizations against constantly evolving cyber threats. This guide examines the leaders shaping the future of security approaches.

The 'proof of life' requested by US anchor Savannah Guthrie for her kidnapped mother has lost reliability due to AI-powered deepfake technology. The FBI announced this advanced technology is increasing fake ransom cases and severely complicating traditional investigation methods. Experts emphasize the need to develop new protocols for verifying digital evidence.

Research presented at Web Summit Qatar reveals that AI-driven biotechnology startups are revolutionizing treatment for rare diseases. By leveraging automation, advanced data analysis, and gene editing, AI systems are closing critical workforce and time gaps, reducing drug discovery processes that once took decades to mere months.

The European Commission has declared features like 'infinite scroll', 'autoplay', and personalized algorithms on TikTok as illegal 'addictive design' under the Digital Services Act. The platform was found to have insufficiently assessed risks to children's health and has been given time to make changes.

AI-powered mental health applications are designed to increase user engagement, but this approach may conflict with therapeutic outcomes. Experts emphasize that AI systems need to be reconfigured to meet ethical and clinical standards, highlighting risks of dependency over genuine healing.

Following the release of new documents related to the Jeffrey Epstein case, the internet has been flooded with AI-generated fake images showing various politicians with Epstein. Experts warn about the political impacts of these manipulative contents and their risk of distorting public perception. The incident once again reveals the dangerous extent deepfake technology has reached.

Anthropic's advanced AI model Claude Opus 4.6 has discovered 500 previously unknown critical zero-day security vulnerabilities in open source software. This breakthrough highlights AI's transformative potential in cybersecurity while reigniting ethical and security debates about autonomous vulnerability discovery.

Staff shortages and resource limitations in US special education are driving school districts toward AI-powered solutions. However, these systems—used across a broad spectrum from diagnosis to creating individualized education programs (IEPs)—are sparking ethical and legal debates. Experts highlight both the opportunities presented by the technology and the risks that require careful consideration.

The tech world is abuzz with Moltbook, an experimental social media platform where only artificial intelligence agents can post content, while humans participate solely as observers. Launched in 2026 by entrepreneur Matt Schlicht, the platform offers a unique space to observe AI interactions while raising significant ethical and security questions.

Female workers training artificial intelligence systems in India are forced to watch violent and abusive content for hours, exposing the ethical concerns and human cost within the technology industry's global supply chain. These women, crucial to data labeling and content moderation, often work without adequate psychological support or proper protocols.

Global audit giant KPMG has reportedly pressured its auditor to reflect cost savings achieved through artificial intelligence technologies in client pricing. This development has reignited ethical and financial debates about sharing gains from technological efficiency within the industry. Experts suggest this move could reshape pricing models in the audit and consulting sector.

Type One Energy, a company backed by Bill Gates, has submitted a license application to the U.S. Nuclear Regulatory Commission (NRC) to build a 350 MWe commercial nuclear fusion plant in Tennessee. This historic step is considered a milestone in the clean energy sector. The first prototype of the project is planned to be commissioned in 2029.

Moltbook, a social network claiming to be designed exclusively for AI agents, quickly gained attention with over 1 million bot participants. However, behind its shiny facade lie serious security vulnerabilities, fake content, and ethical debates. Experts are questioning whether this phenomenon represents a turning point in AI development or merely a temporary trend.

A leading global VPN provider has announced a groundbreaking privacy-focused artificial intelligence platform. Named ExpressAI, the platform promises to deliver services with VPN-level encryption and secure enclave technologies while collecting zero user data.

The UK government has launched a comprehensive investigation into Elon Musk's AI chatbot Grok for generating inappropriate deepfake images. Regulators have raised 'extremely troubling questions' about data usage and user consent, igniting a global debate on AI ethics and regulation.

Mistral AI has announced the Voxtral Mini Transcribe 2 and Voxtral Realtime models, emphasizing privacy and speed in speech recognition technology. These on-device models deliver high-performance transcription without needing to send audio data to the cloud. This move is particularly notable for industries where data security is critical.

The 'Moltbook' social network platform, designed exclusively for artificial intelligence agents, has created significant waves in the technology world. Launched by entrepreneur Matt Schlicht in January 2026, the platform represents the first digital forum where AIs share content and debate among themselves. Experts are highlighting the ethical, security, and control issues this development brings.

X platform's open-source algorithm, announced by Elon Musk as a 'transparency victory,' has been deemed insufficient by independent researchers. Experts from Cornell University revealed that the published code is censored and does not allow oversight of the platform's internal operations.

Financial Times and Lighthouse Canton analyses reveal that not all companies face the same risk levels during the AI transformation. While fields like cybersecurity demonstrate structural resilience and high growth potential, innovation and adaptability will determine corporate futures.

Mozilla is adding a new control panel in Firefox 148, scheduled for release in February 2026, that will allow users to disable all artificial intelligence features in the browser with a single switch. This update represents a significant step in personalizing the browsing experience for privacy-focused users, offering greater choice and transparency against the growing presence of AI in digital environments.

Following OpenAI's decision to integrate ads into ChatGPT conversations, rival Anthropic criticized this move with a humorous commercial aired during the Super Bowl, the market's largest platform. The company highlighted its user-experience-first approach, adding a new dimension to the industry's ethical debates.

University of Chicago political scientist Professor John Mearsheimer spent months fighting to remove hundreds of deepfake videos using his likeness on YouTube. This incident starkly reveals how complex and challenging the battle against AI-powered identity impersonation has become for both individuals and platforms.