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Simply telling someone a claim is “false” rarely changes their mind. Researchers have now built something far more sophisticated: an AI system that doesn’t just label misinformation—it creates full-blown debates to dismantle it. The catch? When this system gets it wrong, it’s persuasive enough to spread the very misinformation it was designed to fight. The Core Concept: AI Agents Duke It Out in Structured Debates The ED2D (Evidence-based Debate Detection) framework operates like a high-stakes debate tournament. Instead of one AI making a judgment call, the system creates two competing teams: ...

Key Highlights Faster indexing: Hyperlink on NVIDIA RTX AI PCs delivers up to 3x faster indexing Enhanced LLM inference: 2x faster LLM inference for quicker responses to user queries Private and secure: All user data stays on the device, ensuring privacy and control The increasing demand for artificial intelligence (AI) tools that can efficiently process and analyze large amounts of data has led to the development of innovative solutions like Nexa.ai’s Hyperlink. This local AI agent is designed to address the limitations of traditional large language model (LLM)-based AI assistants, which often struggle to provide nuanced answers due to lack of context and information. By indexing thousands of files and understanding the intent of a user’s question, Hyperlink provides contextual and tailored insights, making it an invaluable tool for professionals, students, and creators. ...

Key Highlights ElevenLabs introduces an AI voice marketplace for licensing famous voices The platform offers 28 iconic voices, including Michael Caine and historical figures like Mark Twain The move reflects broader industry trends towards consent-based AI audio solutions The advertising industry is on the cusp of a revolution, thanks to ElevenLabs’ innovative AI voice marketplace. This platform allows companies to license AI-replicated voices of famous figures, ensuring a consent-based, performer-first approach. By providing a middleman service that formalizes licensing deals and synthesizes voices, ElevenLabs is addressing long-standing ethical concerns surrounding AI-generated celebrity voices. ...

Key Highlights Anthropic releases Claude Haiku 4.5, a hybrid reasoning large language model The model offers performance comparable to Claude Sonnet 4, but at one-third the cost and more than twice the speed Claude Haiku 4.5 is available on multiple platforms, including Anthropic’s API, Amazon Bedrock, Google Cloud’s Vertex AI, and GitHub Copilot The release of Claude Haiku 4.5 marks a significant milestone in the development of large language models. This move reflects broader industry trends towards creating more efficient and cost-effective AI solutions. By leveraging a hybrid reasoning approach, Anthropic has managed to deliver a model that balances speed and intelligence, making it particularly effective for coding tasks and computer use. ...

Key Highlights Sony unveils a 27-inch QHD IPS gaming monitor with up to 240Hz refresh rate The monitor features a unique hook for charging and holding the PS5 DualSense controller The device is set to release in 2026, with no announced price yet The gaming industry has seen a surge in demand for high-quality gaming monitors, and Sony’s latest announcement is set to shake things up. At its recent State of Play event, the company revealed a new PlayStation-branded gaming monitor, designed to provide an immersive gaming experience for PS5 and PC gamers. This move reflects broader industry trends, where companies are expanding their product lines to cater to the growing gaming community. ...

Key Highlights Apple and ISSEY MIYAKE collaborate on iPhone Pocket, a wearable carrier for iPhone iPhone Pocket features a singular 3D-knitted construction, available in two strap designs and multiple colors Available at select Apple Store locations and on apple.com, starting Friday, November 14 This move reflects broader industry trends towards sustainable fashion and wearable technology. The partnership between Apple and ISSEY MIYAKE brings together two leaders in their respective fields, combining innovative design with cutting-edge technology. iPhone Pocket is not just a fashion accessory, but a reflection of the evolving relationship between technology and everyday life. ...

Key Highlights Google launches a cloud-based platform for private AI compute The platform enables advanced AI features while maintaining data privacy This move reflects broader industry trends towards balancing privacy and computational needs The recent introduction of Google’s cloud-based platform for private AI compute marks a significant development in the field of artificial intelligence. As AI applications continue to evolve, the need for advanced computational capabilities has grown exponentially. However, this growth has also raised concerns about data privacy, prompting companies to rethink their approach to AI development. ...

Key Highlights Google’s November Pixel Drop introduces notification summaries for longer chats and conversations A new low-power mode for the Maps app can save up to four hours of battery life AI-powered editing features for Google Photos allow for more precise and personalized edits The latest Pixel Drop update from Google reflects the company’s ongoing efforts to enhance the user experience for Pixel phone owners. By incorporating artificial intelligence (AI) and machine learning (ML) into various features, Google aims to provide a more seamless and intuitive interaction with its devices. This move aligns with broader industry trends, where tech giants are increasingly focusing on AI-driven innovations to stay competitive. ...

Key Highlights Google Photos introduces AI-powered editing features, including object and people editing Nano Banana AI model added for recreating images in new styles AI-powered search expanded to over 100 countries, supporting 17 new languages The latest update to Google Photos reflects the broader industry trend of integrating Artificial Intelligence (AI) into everyday applications. By leveraging AI, Google aims to make photo editing more accessible and user-friendly. This move is significant, as it demonstrates the potential of AI in enhancing our interaction with visual content. ...

Key Highlights Anthropic’s study found that only 250 malicious examples in pre-training data can create a “backdoor” vulnerability in LLMs The attack’s success depends on the absolute number of poisoned examples, not their percentage This vulnerability can be exploited by injecting malicious documents into pre-training datasets, making it a significant concern for AI security The recent study by Anthropic’s Alignment Science team has significant implications for the development and deployment of large language models (LLMs). As AI security becomes an increasingly important concern, understanding the vulnerabilities of these models is crucial. The study, which was conducted in cooperation with the UK AI Security Institute and the Alan Turing Institute, investigated the effects of poisoning attacks on LLMs. The results show that even a small number of malicious examples can compromise the integrity of these models. ...

When AI agents dive into complex research tasks, they face a challenge remarkably similar to a detective drowning in case files. Traditional AI research methods pile up information like an endless scroll, eventually collapsing under their own weight. Enter IterResearch—a breakthrough approach that’s rewriting the rules of how AI handles deep research. The Core Problem: Why Traditional AI Research Hits a Wall The conventional approach to AI research, known as the mono-contextual paradigm, works like a single, ever-expanding notebook. Every web search result, every piece of data, every thought process gets appended to one continuous context. It’s simple in theory, but catastrophic in practice. ...

Scientific Machine Learning (SciML) combines data-driven learning methods with traditional physics-based modeling to tackle complex problems in science and engineering. Yet designing effective SciML models remains heavily dependent on expert knowledge—a time-intensive, labor-demanding process that creates a significant bottleneck in scientific progress. What if we could automate this expertise-driven process? Enter AgenticSciML. What Is AgenticSciML? AgenticSciML is a collaborative multi-agent system composed of over 10 specialized AI “agents” working together to discover novel solutions for scientific problems. Think of it as a brainstorming team where each member brings different expertise to the table. ...