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Posts by tag

AI

45 posts
  • Artificial Intelligence
  • Machine Learning

AI Cost Optimization: How to Measure ROI in Agent-Led Applications

  • Santosh Sinha
  • June 9, 2025
AI Cost Optimization: How to Measure ROI in Agent-Led Applications

AI agents are no longer experimental, they’re operational. From autonomous customer support to real-time sales agents, businesses across industries are leveraging AI agents to streamline tasks, enhance productivity, and reduce operational costs. But with the growing complexity and investment involved, …

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LLMs for Startups: How Lightweight Models Lower the Barrier to Entry
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  • Artificial Intelligence
  • Machine Learning

LLMs for Startups: How Lightweight Models Lower the Barrier to Entry

  • Santosh Sinha
  • June 2, 2025

Startups today are building in a world increasingly driven by AI. But when it comes to LLMs, many early-stage founders worry about infrastructure costs, privacy concerns, and technical complexity. Fortunately, a new wave of lightweight LLMs is changing the game, …

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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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Personal AI That Runs Locally: How Small LLMs Are Powering Privacy-First Experiences
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  • Artificial Intelligence

Personal AI That Runs Locally: How Small LLMs Are Powering Privacy-First Experiences

  • Santosh Sinha
  • May 21, 2025

As artificial intelligence continues to seep into every corner of daily life, from note-taking to health monitoring, so do concerns about data privacy, latency, and digital autonomy. The solution? A powerful shift is underway: personal AI powered by small LLMs …

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Raising the Bar: How Private Benchmarks Ensure Trustworthy AI Code Generation
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  • Artificial Intelligence

Raising the Bar: How Private Benchmarks Ensure Trustworthy AI Code Generation

  • Santosh Sinha
  • May 16, 2025

The evolution of AI-driven code generation has sparked a new era in software development. From rapid prototyping to full-scale deployment, technologies like GPT-4, Codex, and other LLMs are revolutionizing productivity and innovation. However, as businesses increasingly adopt AI to streamline …

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From Prompt Engineering to Agent Programming: The Changing Role of Devs
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  • Artificial Intelligence

From Prompt Engineering to Agent Programming: The Changing Role of Devs

  • Santosh Sinha
  • May 13, 2025

The world of software development is evolving at a breakneck pace. What started as simple coding for specific tasks has now transformed into more abstract forms of interaction, thanks to advancements in AI and machine learning. Among these shifts, two …

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Latest Post
  • Data Debt is the New Technical Debt: What Startups Must Know Before Scaling AI
  • How to Build an AI Agent with Limited Data: A Playbook for Startups
  • The Data Engineering Gap: Why Startups Struggle to Move Beyond AI Prototypes
  • The Data Dilemma: Why Most AI Startups Fail (And How to Break Through)
  • The Rise of ModelOps: What Comes After MLOps?
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