Are Detectors Fair to Indian IP-AIGC? A Cross-Generator Study

OpenAI CEO Sam Altman has declared a 'code red' for ChatGPT, indicating an urgent need to enhance the chatbot's capabilities as competition intensifies, particularly from Google's Gemini 3, which has rapidly gained 200 million users in just three months since its launch. This shift from a previous 'code orange' status underscores the critical nature of the current situation for OpenAI's flagship product.

A new benchmark called AV-SpeakerBench has been introduced to evaluate the performance of multimodal large language models (MLLMs) in understanding human speech within audiovisual contexts. This benchmark consists of 3,212 multiple-choice questions that focus on speaker-centric reasoning in real-world videos, highlighting the importance of aligning who speaks, what is said, and when it occurs.

Recent advancements in text-to-video models have led to the development of a new approach for image restoration using CogVideo, which has been fine-tuned to generate restoration trajectories. This method focuses on tasks such as super-resolution, deblurring, and low-light enhancement, creating synthetic datasets that illustrate a gradual transition from degraded to clean frames.

OpenAI CEO Sam Altman has declared a 'code red' for ChatGPT as Google’s Gemini 3 rapidly gains traction, amassing 200 million users within just three months of its launch. This shift marks a significant change in the competitive landscape of AI technologies, with Google now posing a formidable challenge to OpenAI's flagship product.

OpenAI has clarified that ChatGPT is not introducing advertisements, following a viral screenshot that suggested the chatbot was promoting the Peloton app during unrelated conversations. This misunderstanding arose from a post by AI enthusiast Kol Tregaskes, leading to concerns among users, including those who pay for the service.

During the Black Friday weekend in 2025, referrals to retailer mobile apps via ChatGPT increased by 28% year-over-year, with Amazon capturing 54% of these referrals, according to a report by Apptopia. This surge highlights ChatGPT's growing role in directing traffic to e-commerce platforms during peak shopping periods.

ChatGPT referrals to retailers' apps surged by 28% year-over-year on Black Friday, with Walmart and Amazon being the primary beneficiaries of this increase. This trend highlights the growing influence of AI in retail, particularly during peak shopping periods.

OpenAI CEO Sam Altman has declared a 'code red' for ChatGPT, urging an immediate focus on enhancing the AI platform while postponing other projects. This decision reflects the company's recognition of the need for rapid improvements in response to user feedback and competitive pressures in the AI sector.