Blog | Phenx Machine Learning Technologies

11 min read

The Art of AI Traffic Control: Mastering LLM Routing

1. Introduction Artificial intelligence has come a long way, with Large Language Models (LLMs) like GPT-4 or LLama 3 redefining what...

Can AIs Debate Their Way to the Truth? Exploring Experimental AI Debates with a Guidance-Focused Judge

saurabhsarkar

13 min read

Can AIs Debate Their Way to the Truth? Exploring Experimental AI Debates with a Guidance-Focused Judge

The Debate Framework – How AIs Try to Converge on Truth Imagine two AIs dropped into a simulated world with only one goal: figure out if...

How Can Fuzzy Matching and NER Solve Complex Business Data Challenges?

saurabhsarkar

6 min read

How Can Fuzzy Matching and NER Solve Complex Business Data Challenges?

Introduction Imagine trying to link data across multiple systems for a machine learning project without a consistent joining key. In our...

Behind the Curtain: Why AI Explainability Matters Now More Than Ever

saurabhsarkar

7 min read

Behind the Curtain: Why AI Explainability Matters Now More Than Ever

Why Explainability Matters In today’s world, AI systems make critical decisions that impact everything from healthcare to social...

What Happens When AI Faces Uncertainty? Unlocking the Power of Probabilistic Reasoning in Language Models

saurabhsarkar

5 min read

What Happens When AI Faces Uncertainty? Unlocking the Power of Probabilistic Reasoning in Language Models

Introduction Probabilistic reasoning is critical to decision-making in uncertain environments, from weather forecasting to financial risk...

The Power of RPA + AI for Heavy Industries: Automating for Efficiency, Safety, and Predictive Insights

saurabhsarkar

10 min read

The Power of RPA + AI for Heavy Industries: Automating for Efficiency, Safety, and Predictive Insights

Introduction Heavy industries such as Oil & Gas, Manufacturing, and Construction are known for their complex operations, stringent safety...

LoLCATs: Demystifying Linearized Attention in Large Language Models

saurabhsarkar

4 min read

LoLCATs: Demystifying Linearized Attention in Large Language Models

Large language models (LLMs) like GPT have achieved great success, but they can be extremely computationally expensive, primarily due to...

Agents on Rails: The Smartest Way to Keep AI Under Control and On Task

saurabhsarkar

4 min read

Agents on Rails: The Smartest Way to Keep AI Under Control and On Task

Let’s talk about AI—the kind that automates workflows, processes tons of data, and makes decisions. Sounds powerful, right? Now imagine...

Navigating the AI Seas: A CIO’s Guide to AGI Safety and Alignment

saurabhsarkar

6 min read

Navigating the AI Seas: A CIO’s Guide to AGI Safety and Alignment

The Meeting That Changed Everything It was a typical Monday morning, and Jennifer, the CIO of a mid-sized manufacturing company, was...

Streamlining AI: The Essentials of Quantization and Model Distillation for Large Language Models

saurabhsarkar

3 min read

Streamlining AI: The Essentials of Quantization and Model Distillation for Large Language Models

In the fast-paced world of artificial intelligence, efficiency is key! With Large Language Models (LLMs) like OpenAI's GPT...

Deciphering the Titans of Thought: General AI vs. Strong AI

saurabhsarkar

2 min read

Deciphering the Titans of Thought: General AI vs. Strong AI

In the vast universe of artificial intelligence, there's a constellation of terms that often sends the uninitiated spinning into a vortex...

AI for Business Automation: Essential Strategies for C-Suite Executives

saurabhsarkar

4 min read

AI for Business Automation: Essential Strategies for C-Suite Executives

In my view, the most exciting opportunities for innovation and disruption lie at the intersection of technology and business process....

Generative AI vs. Applied AI in Business

saurabhsarkar

3 min read

Generative AI vs. Applied AI in Business

In the fast-paced world of artificial intelligence, it seems like businesses are always caught in a whirlwind of “Next Big Things.”...

Behind the Curtain: Quirks and Perks of Enterprise AI in Finance - Prompt Engineering, RAG, and More

saurabhsarkar

11 min read

Behind the Curtain: Quirks and Perks of Enterprise AI in Finance - Prompt Engineering, RAG, and More

TL;DR: What if we told you that the key to unlocking your Enterprise AI's full potential lies not in the data, but in the dialogue? Dive...

Adventures in AI: Duel of the Digital Minds - Exploring the RPG World with Two Unique LLM Architectures, Act 2 (LLM Innovative Application Series)

saurabhsarkar

4 min read

Adventures in AI: Duel of the Digital Minds - Exploring the RPG World with Two Unique LLM Architectures, Act 2 (LLM Innovative Application Series)

Building on the foundation in "Navigating New Realms: Open-Source LLMs in RPG Environments," our follow-up exploration in LLM innovative...

saurabhsarkar

4 min read

Navigating New Realms: Open-Source LLMs in RPG Environments

The crossroads of AI and gaming are more than just a breeding ground for innovation; they are testing grounds for the future. Our latest...

Security of AI Models: Navigating Emerging Threats and Solutions

saurabhsarkar

12 min read

Security of AI Models: Navigating Emerging Threats and Solutions

Executive Summary This blog post provides a comprehensive exploration of the current security challenges faced in the field of Artificial...