Neural Networks
Liquid Neural Networks introduce adaptive, continuous-time dynamics that outperform traditional RNNs with fewer parameters. The architecture offers real-time processing capabilities crucial for video analysis and autonomous systems through dynamic state adjustments.
deepfakes
Deepfake video falsely claiming PM Modi announced free mobile recharges spreads online. Fact-checkers confirm AI manipulation, highlighting growing concerns about synthetic media in political misinformation campaigns.
CNNs
Deep dive into convolutional neural networks: the foundational architecture powering deepfake detection, video generation, and synthetic media analysis through convolution, pooling, and feature extraction.
Neural Networks
Deep dive into the mathematical foundations of neural network training: how loss functions measure model performance and optimization algorithms like SGD, Adam, and RMSprop guide learning through gradient descent.
AI Agents
Anthropic's Model Context Protocol (MCP) establishes a standardized infrastructure layer enabling AI agents to access external data and tools. This protocol architecture is transforming how AI systems interact with real-world applications and services.
AI Detection
New research reveals AI chatbots struggle to replicate human toxicity, making excessive politeness a key detection signal. Study challenges assumptions about AI deception capabilities in online environments.
AI Detection
Researchers develop computational framework revealing systematic linguistic differences between human and AI-generated text, advancing detection methods for synthetic content authentication.
AI research
New research introduces Jr. AI Scientist, an autonomous system that conducts scientific exploration from baseline papers. The study includes comprehensive risk assessment frameworks for AI-driven research automation.
LLM Security
Researchers introduce AdversariaLLM, a modular framework for evaluating large language model vulnerabilities. The open-source toolbox standardizes adversarial testing methodologies for AI security research.
LLM
New research introduces KnowThyself, an agentic assistant that helps researchers understand how large language models work internally through automated interpretability analysis and mechanistic understanding.
deepfake-detection
Researchers propose a gated temporal attention-based intra prediction framework for robust deepfake video detection, leveraging temporal inconsistencies in manipulated footage to improve detection accuracy across multiple datasets.
deepfakes
A deepfake video falsely depicting journalist Navika Kumar cleaning politician Amit Shah's shoes has spread widely across social media, highlighting ongoing challenges with AI-generated misinformation targeting public figures in India.