CAG or RAG - Cache vs. Retrieval Augmented Generation

January 14, 2025stable knowledge base,long-term memory,Articles,context window,AI,hybrid approach,AI,machine learning models.,machine learning,Natural Language Processing,RAG,CAG,Retrieval-Augmented Generation,Cache-Augmented Generation,LLM,knowledge integration,latencyreal-time data,multi-step reasoning

The rapid growth of Large Language Models (LLMs) has created new ways to…

by Huseyin Cenik

ModernBERT vs BERT: Key Differences and Advantages

December 30, 2024Flash Attention,sequence packing,Articles,training data,AI,AI,ModernBERT,BERT,Natural Language Processing,NLP,speed,accuracy,efficiency,text embeddings,architecturepositional embeddings,GeGLU layers

In the ever-evolving world of Natural Language Processing (NLP),…

by Huseyin Cenik

AI Failures: From Microsoft’s Outage to the Google Gemini

December 19, 2024machine learning,technology risks,Business,AI ethics,Articles,future of AI,AI,human impact,technology,AI limitations,Microsoft outage,user safety,Google Gemini,chatbot,ethical AI,human-machine interaction,AI failures,Google Maps accident,infrastructurehuman safety,AI security

The evolution of technology has brought countless innovations to make our…

by Huseyin Cenik

Sentiment Analysis Data Skew: Challenges and Solutions in NLP

December 13, 2024statistical analysis,annual trends,Articles,emotional fluctuations,AI,visual clarity,sentiment analysis,data interpretation,frequency imbalance,advanced techniques,data imbalance,time series analysis,textual data analysis,news data,data visualization,categorical frequency,power bi,data reliability,positive sentiment,negative sentiment,data processing,imputation techniquesthreshold-based analysis,sentiment trends

Introduction   Figure 1. Understanding Sentiment Analysis Data Skew:…

by Huseyin Cenik

The Rise of AI in Consulting: Big Four Companies

December 10, 2024internal efficiency,boutique firms,Articles,on-demand talent,Big Four,specialized consultancies.,consulting,AI,layoffs,AI in consulting,Deloitte,PwC,EY,KPMG,in-house teams,client needs,economic slowdownautomation,strategy

From Dominance to Change: Why the Big Four Are Cutting Jobs the Rise of AI in…

by Erhan Eren

Trump and Renewable Energy Policies

November 21, 2024Business,Articlessolar energy,fossil fuels,energy,clean technology,policy

Trump's Energy Policies: A Balancing Act Between Hydrocarbons and Clean Tech🌍⚡…

by Erhan Eren

Solar Power under Trump: A Look Ahead

November 13, 2024fossil fuels,energy independence,Articles,U.S. energy policy,Trump administration,solar power,solar energy,renewable energy,solar jobs,red states,solar industry,energy policy,solar power challenges,solar energy growth,Trump policies,solar tariffssolar subsidies

Solar Power in the Spotlight: Can It Shine Through a Second Trump…

by Erhan Eren

U.S. Energy Policy Comparison: Harris vs. Trump

November 1, 2024energy legislation,fossil fuels vs renewables,Business,economic impact of energy policies,Articles,emissions goals,U.S. Energy Policy Comparison,Harris administration,methane emissions,Trump administration,energy regulation,U.S. energy future,renewable energy support,environmental regulations,oil and gas industry,clean power sector,clean energy tax credits,Inflation Reduction Act,IRA,energy policy differences,U.S. energy tradecarbon adjustment mechanism,climate policy

U.S. Energy Policy Comparison: A Detailed Look at Harris vs. Trump’s…

by Erhan Eren