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Posts by tag

Machine Learning

24 posts
  • Artificial Intelligence
  • Machine Learning

AI Governance is the New DevOps: Operationalizing Trust in Model Development

  • Santosh Sinha
  • June 3, 2025
AI Governance is the New DevOps: Operationalizing Trust in Model Development

AI is no longer confined to academic research or innovation labs. It involves underwriting loans, diagnosing illnesses, managing portfolios, influencing hiring decisions, and guiding military operations. In short, AI now makes real-world decisions at scale.

With this power comes responsibility. …

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Deploying LLMs on CPUs: Is GPU-Free AI Finally Practical?
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  • Artificial Intelligence
  • Machine Learning

Deploying LLMs on CPUs: Is GPU-Free AI Finally Practical?

  • Santosh Sinha
  • May 21, 2025

For years, deploying LLMs has been synonymous with expensive GPU infrastructure. From inference engines to fine-tuning pipelines, GPUs have powered the AI revolution, but at a steep cost in terms of availability, energy, and scalability. Now, a new question is …

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Small is the New Big: The Emergence of Efficient, Task-Specific LLMs
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  • Artificial Intelligence
  • Machine Learning

Small is the New Big: The Emergence of Efficient, Task-Specific LLMs

  • Santosh Sinha
  • May 1, 2025

For years, the AI conversation has been dominated by massive general-purpose language models like GPT-4, Claude, and Gemini. These models, built on hundreds of billions of parameters, are breathtakingly capable, but also prohibitively expensive, energy-intensive, and often overkill for most …

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AI and Human Intelligence: How Businesses Can Get the Best of Both Worlds in 2025
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  • Artificial Intelligence
  • Machine Learning
  • Salesforce

AI and Human Intelligence: How Businesses Can Get the Best of Both Worlds in 2025

  • Santosh Sinha
  • April 25, 2025

In 2025, artificial intelligence (AI) is no longer just a buzzword—it’s a daily part of how businesses run, grow, and compete. From hospitals using AI to predict diseases to banks detecting fraud in real time, AI is driving productivity like …

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LLMs in Modern Machinery
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  • Artificial Intelligence
  • Machine Learning

Designing the Factory of the Future: The Role of LLMs in Modern Machinery

  • Santosh Sinha
  • April 23, 2025

The next industrial revolution is being quietly led by artificial intelligence, and at its core are LLMs. Once confined to chatbots and writing assistants, LLMs are now showing enormous potential in smart factories, redefining how we interact with machines, manage …

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AI-Powered Co-Creation: How Manufacturers Are Using LLMs to Build Smarter Products
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  • Artificial Intelligence
  • Machine Learning

AI-Powered Co-Creation: How Manufacturers Are Using LLMs to Build Smarter Products

  • Santosh Sinha
  • April 22, 2025

In the ever-evolving world of manufacturing, innovation is no longer a solo act. It’s a collaborative symphony between humans and machines. At the heart of this collaboration is a powerful new player: the Large Language Model (LLM).

From accelerating product …

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Latest Post
  • Privately Hosted AI for Legal Tech: Drafting, Discovery, and Case Prediction with LLMs
  • AI in Cybersecurity: Agents That Hunt, Analyze, and Patch Threats in Real Time
  • AI Governance is the New DevOps: Operationalizing Trust in Model Development
  • LLMs for Startups: How Lightweight Models Lower the Barrier to Entry
  • Deploying LLMs on CPUs: Is GPU-Free AI Finally Practical?
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