84 Published Articles

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84
ARTICLES
3
CATEGORIES
70 min
TOTAL READ TIME
7
TOPICS COVERED
Prompt Engineering Techniques for AI in 2026
·5 min read

Prompt Engineering Techniques for AI in 2026

Have you ever felt your conversations with AI, no matter how clever your prompts, eventually hit a dead end. You ask for genuine innovation, but receive… — Adiyogi Arts (adiyogiarts.com)

Agentic RAG: Building Thinking Retrieval Systems
·6 min read

Agentic RAG: Building Thinking Retrieval Systems

Have you ever asked an AI a complex question, only to receive an answer that’s confidently, eloquently, and completely wrong. This phenomenon, the &#822… — Adiyogi Arts (adiyogiarts.com)

The Surprising Surge: Over 40% of Code Now AI-Assisted
·5 min read

The Surprising Surge: Over 40% of Code Now AI-Assisted

Discover how intelligent AI agents are reshaping software development by 2026. Learn about their impact on efficiency, new capabilities, key trends, and… — Adiyogi Arts (adiyogiarts.com)

Understanding Generative Model Collapse in LLMs
·7 min read

Understanding Generative Model Collapse in LLMs

Prevent LLM pre-training collapse with synthetic data pipelines. Discover strategies for maintaining data quality and diversity, ensuring resilient AI d… — Adiyogi Arts (adiyogiarts.com)

The Scalability Conundrum of Frontier AI Models
·7 min read

The Scalability Conundrum of Frontier AI Models

Explore how specialized 3B parameter Small Language Models are outperforming massive 70B Frontier AI in specific applications. Discover the efficiency, … — Adiyogi Arts (adiyogiarts.com)

The Inevitable Decay: Understanding LLM Model Collapse
·6 min read

The Inevitable Decay: Understanding LLM Model Collapse

Explore how synthetic data pipelines are crucial for pre-training large language models and preventing the degradation known as model collapse, ensuring… — Adiyogi Arts (adiyogiarts.com)

The Shifting Paradigm: From Training-Centric to Inference-Dominant AI
·6 min read

The Shifting Paradigm: From Training-Centric to Inference-Dominant AI

Explore the growing trend of test-time compute scaling in AI, where inference demands are surpassing training costs. Understand its implications for mod… — Adiyogi Arts (adiyogiarts.com)

Revisiting the Causal Mechanisms Behind Policy Gradients
·5 min read

Revisiting the Causal Mechanisms Behind Policy Gradients

Uncover critical, overlooked concepts in Reinforcement Learning. Go beyond GRPO to find foundational principles for new advancements in AI policy optimi… — Adiyogi Arts (adiyogiarts.com)

The Bottleneck of Dense Attention in Long Contexts
·6 min read

The Bottleneck of Dense Attention in Long Contexts

Discover DeepSeek Sparse Attention, a technique allowing LLMs to handle 1M+ tokens and halve costs. Learn its mechanisms, impact on scalable AI, and fut… — Adiyogi Arts (adiyogiarts.com)

The Pervasive Role and Hidden Limitations of Softmax
·6 min read

The Pervasive Role and Hidden Limitations of Softmax

Explore how Gated Attention mechanisms are poised to refine and deepen our understanding of the Softmax function, offering new pathways for more nuanced… — Adiyogi Arts (adiyogiarts.com)

The Intricate Dance of Self-Attention: What Can Go Wrong?
·5 min read

The Intricate Dance of Self-Attention: What Can Go Wrong?

into Transformer model failures and how attention mechanisms break down. Uncover root causes, common challenges, advanced diagnostics, and strategies fo… — Adiyogi Arts (adiyogiarts.com)

Beyond Brute Force: Understanding Benchmark Saturation
·6 min read

Beyond Brute Force: Understanding Benchmark Saturation

Explore how Small Language Models (SLMs) like Phi-4 and Gemma-3 can outperform frontier models for specific tasks, focusing on cost efficiency, fine-tun… — Adiyogi Arts (adiyogiarts.com)