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A recent study by Lakera’s team demonstrates how GPT-4V can be manipulated through visual prompt injection attacks. As detailed by author Daniel Timbrell in his article, these attacks involve embedding text instructions within images to make AI models ignore their original programming or perform unintended actions. During Lakera’s internal hackathon, researchers successfully tested several methods, …
Retrieval-Augmented Generation (RAG) systems are being improved through the integration of AI agents, according to an analysis by Shubham Sharma for VentureBeat. While traditional RAG systems combine data retrieval with language models to provide contextual answers, they are limited to single knowledge sources. The new “agentic RAG” approach incorporates AI agents that can access multiple …
According to a comprehensive analysis by Washington Post reporters Pranshu Verma, Will Oremus, and Cat Zakrzewski, artificial intelligence played a less direct role in influencing the 2024 US presidential election than experts initially feared. Instead of changing voter decisions, AI technology primarily contributed to deepening partisan divides and undermining public trust in authentic information. Research …
Multimodal retrieval augmented generation (RAG) systems are gaining traction as tools to process multiple data types, including text, images, and videos. According to Emilia David’s article on VentureBeat, embedding service providers recommend a cautious approach to implementation. Cohere, which recently updated its Embed 3 model, emphasizes the importance of thorough data preparation and initial testing …
A new global survey by Slack reveals that while 99% of executives plan to invest in AI next year, adoption rates among desk workers have stalled in some countries like France and the U.S. The Workforce Index also found that excitement around AI has dropped 6 percentage points globally in the past three months, driven …
AI tools that can generate realistic images are becoming a significant concern for research integrity specialists. The ease with which these tools can create fake scientific figures that are hard to distinguish from real ones raises fears of an increasingly untrustworthy scientific literature, Nature reports. Companies like Proofig and Imagetwin are developing AI-based solutions to …
The FrontierMath benchmark, developed by Epoch AI, presents hundreds of challenging math problems that require deep reasoning and creativity to solve. Despite the growing power of AI models like GPT-4o and Gemini 1.5 Pro, they are solving fewer than 2% of these problems, even with extensive support, according to Epoch AI. The benchmark was created …
Amazon is investing heavily in developing its own AI chips through Annapurna Labs, an Austin-based startup it acquired in 2015 for $350 million. The company aims to boost efficiency in its data centers and reduce costs for both itself and its AWS customers, the Financial Times reports. According to Dave Brown, vice-president of compute and …
OpenAI is reportedly developing new strategies to deal with a slowdown in AI model improvements. According to The Information, OpenAI employees testing the company’s next flagship model, code-named Orion, found less improvement compared to the jump from GPT-3 to GPT-4, suggesting the rate of progress is diminishing. In response, OpenAI has formed a foundations team …
Artificial intelligence is transforming the healthcare industry, with potential applications in diagnostics, treatment, communication, and administration. Some doctors are pioneering the use of AI to improve patient outcomes, such as accelerating scan interpretation, personalizing treatment plans, and facilitating doctor-patient interactions. However, the technology is not yet capable of fully replicating doctors’ expertise and still requires …