Uplatz is a global IT Training & Consulting company
1. Executive Summary: The Agentic Pivot of 2025 The trajectory of artificial intelligence has undergone a fundamental phase shift in 2025. The industry has moved decisively beyond the “generative” era—characterized Read More …
Part 1: The Alignment Problem: From Next-Word Prediction to Instruction Following 1.1 Executive Summary: The Alignment Trajectory The development of capable and safe Large Language Models (LLMs) follows a well-defined, Read More …
Executive Summary The rapid advancement of artificial intelligence (AI) has elevated the challenge of ensuring these systems operate in accordance with human intentions from a theoretical concern to a critical Read More …
Executive Summary The rapid advancement of artificial intelligence (AI) has elevated the challenge of ensuring these systems operate in accordance with human intentions from a theoretical concern to a critical Read More …
Section 1: The Alignment Imperative: Defining the Problem of Intent The rapid proliferation of artificial intelligence (AI) into nearly every facet of modern society has made the question of its Read More …
Section 1: The Dawn of Meta-Cognition: From Reactive Systems to Reflective Agents The field of artificial intelligence is undergoing a profound architectural shift, moving away from systems that merely react Read More …
Section 1: The New Data Paradigm: An Introduction to Synthetic Data Generation The development of large language models (LLMs) has been fundamentally constrained by a singular resource: high-quality training data. Read More …
The Post-Training Imperative: From General Competence to Aligned Behavior The Duality of LLM Training: Pre-training for Capability, Post-training for Alignment The development of modern Large Language Models (LLMs) is characterized Read More …
Section 1: Foundational Principles of AI Alignment and Control The rapid ascent of artificial intelligence (AI) from specialized tools to general-purpose systems has made the question of their behavior and Read More …
The Imperative for Provable Guarantees in Safety-Critical AI The rapid integration of Artificial Intelligence (AI), particularly machine learning (ML) models, into the core operational fabric of society marks a paradigm Read More …