Kannan SP
179 articles- AI and Automation
The Economics of AI Training and Inference: How DeepSeek Broke the Cost Curve
AI training and inference costs are reshaping the AI industry, with DeepSeek, OpenAI, and Google optimizing architectures for efficiency. Explore how AI models are driving down computational expenses and redefining the business of artificial intelligence.
- AI and Automation
How Mixture of Experts (MoE) and Memory-Efficient Attention (MEA) Are Changing AI
Mixture of Experts (MoE) and Memory-Efficient Attention (MEA) are revolutionizing AI efficiency, reducing inference costs, and enabling large-scale AI models. Explore how OpenAI, DeepSeek, and Google leverage these architectures to redefine the future of AI.
- AI and Automation
DeepSeek and the Future of AI: How China’s Open-Weight Model is Disrupting the Global AI Landscape
DeepSeek’s AI revolution is redefining the global AI landscape, challenging OpenAI’s dominance and shifting the balance of power. Discover how open-weight models, geopolitical AI tensions, and cost-efficient architectures are shaping the next decade.
- AI and Automation
Google’s LearnLM: The AI Model Transforming Education
Explore Google’s LearnLM AI model, part of the Gemini API, transforming education with adaptive, multimodal learning experiences.
- AI and Automation
Gemini 2.0: The Next Leap in AI with Multimodality and Autonomous Agents
Discover how Gemini 2.0 multimodal AI is revolutionizing AI with native integration of text, images, audio, and video, advancing reasoning, and paving the way for autonomous AI agents.
- AI and Automation
The Evolution of LLM Serving: Modern Architectures and Framework Selection
Explore the latest LLM-serving frameworks, including vLLM, Triton, SGLang, LangChain, Haystack, and more. Learn how paged attention, quantization, and orchestration optimize AI inference, and discover the best framework for your use case with performance benchmarks and trade-offs.
- AI and Automation
OpenAI's O3 Mini: The New Gold Standard for Free AI Chatbots
OpenAI's O3 Mini is the best free AI chatbot model, offering advanced reasoning, internet access, and superior performance. Compare it with Gemini, Copilot, Claude, and DeepSeek to see why it's the gold standard for free AI models.
- AI and Automation
Open Deep Research: Democratizing AI-Powered Research Tools
Born in just 24 hours, Open Deep Research by Hugging Face is a bold step toward open AI research, rivaling proprietary models with community-driven innovation.
- AI and Automation
DeepSeek-R1: A Game-Changer in AI Knowledge Transfer and Training Efficiency
DeepSeek-R1 AI model is redefining artificial intelligence with open-source accessibility, efficient knowledge distillation, and a hybrid training approach. Learn how it outperforms traditional models and what it means for AI’s future.
- AI and Automation
ChatGPT Deep Research: OpenAI’s AI-Powered Research Revolution
Discover ChatGPT Deep Research, OpenAI’s AI-powered research assistant that conducts multi-step analysis, web browsing, and data synthesis to generate in-depth reports in minutes. Learn how it works and its impact across industries.
- AI and Automation
Janus-Pro AI Model by DeepSeek: Advanced Image & Text Processing
Explore Janus-Pro, DeepSeek’s powerful multimodal AI model for image and text generation. Learn about its architecture, benchmarks, applications, pricing, and more.
- AI and Automation
OpenAI o3-mini Reasoning Model vs DeepSeek R1: A Response to the Open-Source Challenge
The OpenAI o3-mini reasoning model vs DeepSeek R1 represents a pivotal shift in AI development. Explore their performance, cost efficiency, security concerns, and the ongoing debate between proprietary and open-source AI.
- AI and Automation
AI Agents and Browser Automation: The Coming Disruption of Internet Economics
AI agents like OpenAI’s Operator are reshaping internet economics by automating browsing and decision-making. This deep dive explores the existential crisis facing advertising, content creation, and online platforms in an AI-driven digital economy.
- AI and Automation
The Future of Drug Testing: How Organs-on-Chips are Redefining Biomedical Research
The rise of organs-on-chips (OOCs) is revolutionizing drug testing by offering a humane, accurate, and cost-effective alternative to animal models. Explore the science, applications, and regulatory shifts driving this transformation.
- AI and Automation
How DeepSeek-R1 Was Built: Architecture and Training Explained
Explore the DeepSeek-R1 Architecture and Training Process, from its Mixture of Experts (MoE) design to its reinforcement learning-based training. Learn how its expert routing, parallelization strategy, and optimization techniques enable high-performance AI at reduced computational costs.
- AI and Automation
Running OpenChat and Zephyr Locally – How They Compare to DeepSeek R1
Learn how to run OpenChat and Zephyr locally and compare their performance with DeepSeek R1. Discover installation steps, use cases, and practical insights on leveraging these powerful open-source LLMs.
- AI and Automation
Mistral 7B vs DeepSeek R1 Performance: Which LLM is the Better Choice?
Mistral 7B vs DeepSeek R1 Performance compared—Which LLM offers better efficiency, inference speed, and cost-effectiveness? A deep dive into benchmarks, deployment, and use cases.
- AI and Automation
Tokenization and Real-Time Multimodal AI: The Future of Artificial Intelligence
Discover how tokenization, transformer models, and real-time multimodal AI are revolutionizing artificial intelligence, paving the way for AGI.
- AI and Automation
DeepSeek AI Disruption: Why Investors Are Panicking Over This Market Shakeup
DeepSeek AI Disruption has triggered an investor panic, wiping billions from tech stocks. Is this the start of an AI market shift or just another overreaction?
- AI and Automation
AI-Powered Endpoint Security: How AI Enhances Threat Detection & Zero Trust
Discover how AI-powered endpoint security enhances threat detection, Zero Trust enforcement, and risk mitigation. Learn how AI-driven automation improves deployment strategies, hybrid security, and predictive analytics to safeguard enterprise endpoints.
- AI and Automation
Smol-ERVLM: Lightweight Vision-Language Model for Efficient AI
Smol-ERVLM is Hugging Face’s lightweight vision-language model optimized for mobile, edge, and embedded AI. Explore its architecture, benchmarks, and real-world applications in this deep dive.
- AI and Automation
Deploying DeepSeek-R1 Locally: Complete Technical Guide (2025)
Learn Deploying DeepSeek-R1 Locally with this comprehensive technical guide. Step-by-step installation, GPU acceleration, fine-tuning, performance benchmarking, and security tips for an optimal AI setup.
- AI and Automation
Google's Database Strategy in the Age of AI: Insights from VP of Databases
Discover how Google’s database strategy embeds vector processing into existing databases like Spanner, AlloyDB, and Cloud SQL to empower AI-driven innovation, scalability, and cost efficiency.
- AI and Automation
Prompt Engineering and AI Capabilities: Aligning with Bloom’s Taxonomy
Discover how prompt engineering transforms AI capabilities like GPT-4 and Llama. Learn about reductive, transformational, and generative operations, and how they align with Bloom's Taxonomy for maximum impact.