Showing posts with the label AI Research & ArchitecturesShow all
Building Trust with AI: Strategies for Uncertainty in Large Language Models AI Research & Architectures

Building Trust with AI: Strategies for Uncertainty in Large Language Models

The Missing Metric in AI Trust: Practical Confidence Calibration for Large Language Models (with Python and OpenAI) A model can be right often and still be dan…

Manbir T March 21, 2026
Redefining AGI: The Case for Superhuman Adaptable Intelligence in Modern AI AI Research & Architectures

Redefining AGI: The Case for Superhuman Adaptable Intelligence in Modern AI

Stop Chasing Benchmarks: The Long‑Tail Metric Driving AI Progress—Adaptation Speed in Superhuman Adaptable Intelligence A funny thing has happened in AI resear…

Manbir T March 09, 2026
Hallucinations in AI: Understanding Their Causes and Mitigation Strategies AI Research & Architectures

Hallucinations in AI: Understanding Their Causes and Mitigation Strategies

Stop Rewarding Guesswork: Evaluation Methods That Actually Reduce AI Hallucinations Without Overconfidence Introduction — why AI hallucinations matter now A fu…

Manbir T September 08, 2025
Exploring the Implications of AI-Driven Language Models: Hallucinations in a Data-Rich World AI Research & Architectures

Exploring the Implications of AI-Driven Language Models: Hallucinations in a Data-Rich World

Why AI Language Models Hallucinate in a Data-Rich World: OpenAI’s Evidence That Benchmarks Teach LLMs to Guess Executive summary Ask any team deploying AI Lang…

Manbir T September 07, 2025
Stop Calling It Magic: A Contrarian Guide to AI Innovation and the Math Behind ‘Creative’ Diffusion AI Research & Architectures

Stop Calling It Magic: A Contrarian Guide to AI Innovation and the Math Behind ‘Creative’ Diffusion

Stop Calling It Magic: A Contrarian Guide to AI Innovation and the Math Behind ‘Creative’ Diffusion Introduction — Reframing AI Creativity If you’ve ever watch…

Manbir T August 24, 2025
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