Minimal computational substrate for embodied consciousness simulation is a foundational question at the intersection of artificial intelligence, cognitive science, neuroscience, and philosophy of mind. In simple words:What is the smallest kind of computational system that could realistically simulate a conscious, ...
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Hypothesis-Driven Synthesis: Can It Solve Logical Paradoxes LLMs Can’t?
Hypothesis-Driven Synthesis is increasingly discussed as a possible solution to a key weakness of current Large Language Models (LLMs): their difficulty with deep logical paradoxes and self-referential reasoning. In simple words:Hypothesis-Driven Synthesis asks the system to actively propose, test, reject, ...
Informational Thermodynamics Limits of Self-Assembling AI Explained
Informational thermodynamics limits of self-assembling AI describe the fundamental physical and informational boundaries that restrict how intelligent systems can organize themselves, learn, and evolve. In simple words:Self-assembling AI cannot grow intelligence for free—every bit of learning, structure, and order comes ...
Metacognitive Scaffolding and AGI: How It Shapes LLM Architectures
Metacognitive scaffolding and AGI is a topic that sits at the intersection of artificial intelligence, cognitive science, and learning theory. As Large Language Models (LLMs) become more powerful, researchers are asking a deeper question: Can teaching AI systems to “think ...
Cloud Market Share in 2024–2025 | Updated Cloud Overview
Cloud Market Share in 2024–2025: The way companies use technology has changed completely in the last few years. Instead of buying heavy servers or maintaining large data centers, most organisations now depend on the cloud. If you’re new to the ...
The AI Mission of India: Driving an AI-Powered Future
The AI Mission of India is a groundbreaking national initiative that aims to establish India as a global leader in artificial intelligence (AI). With a focus on infrastructure, innovation, and inclusivity, this mission envisions a future where AI fuels economic ...
AI Hallucinations: Understanding the Puzzle Behind False AI Outputs
Introduction AI is appearing in industries, driving chatbots, recommendation systems, and autonomous systems. However, there is one puzzling issue that remains to be a puzzle both to the researchers and to the users, and that is AI hallucinations. These are ...
AI Engineers in PSU India: Rising Demand, Future Prospects, and Paths to a Government Tech Career
PSU Companies have opportunitiesPublic Sector Undertakings (PSUs) including IOCL, DRDO, BHEL, NHAI, and HAL are also beginning to hire AI Engineers to work on solutions in the area of data analytics, autonomous systems, cybersecurity, and process optimization. These positions provide ...
oLLM: Bringing Ultra-Long Context LLM Inference to Consumer GPUs
oLLM is an innovative Python library which enables researchers, hobbyists, and developers to execute Generative AI models with large context windows – up totokens – on standard NVIDIA GPUs with as little as 8 GB VRAM, by using smart SSD ...
Climate Engineering with AI: Can We Code the Weather?
Climate Engineering with AI: For centuries, humans have dreamed of controlling the weather—whether it was ancient rain dances or modern cloud seeding experiments. But now, with the rise of artificial intelligence (AI), that dream feels closer to reality. Could we ...