True agentic AI is years away - here's why and how we get there

Today's AI agents are a primitive approximation of what agents are meant to be. True agentic AI requires serious advances in reinforcement learning and complex memory.
Yahoo Finance

DebitMyData™ Launches Reinforcement Learning-Powered LLM Security API Suite to Set New Global AI Trust Standard

FORT LAUDERDALE, Fla., July 17, 2025 /PRNewswire/ -- DebitMyData™, founded by digital sovereignty pioneer Preska Thomas—dubbed the "Satoshi Nakamoto of NFTs"—announces the global release of its ...
NextBigFuture

Reinforcement Learning Does NOT Fundamentally Improve AI Models

Reinforcement Learning does NOT make the base model more intelligent and limits the world of the base model in exchange for early pass performances. Graphs show that after pass 1000 the reasoning ...
InfoWorld

Are large language models wrong for coding?

The rise of large language models (LLMs) such as GPT-4, with their ability to generate highly fluent, confident text has been remarkable, as I’ve written. Sadly, so has the hype: Microsoft researchers ...
Geeky Gadgets

Pretrained vs Fine-tuned vs Instruction-tuned vs RL-tuned LLM models what is the difference?

In the exciting realm of machine learning and artificial intelligence, the nuances between different types of models can often seem like a labyrinth. Specifically, when it comes to Large Language ...
Digit

How OpenAI’s LLM mastered one of the world’s toughest math olympiads

In a sun-drenched convention center on Australia’s Sunshine Coast, the 66th International Mathematical Olympiad (IMO) unfolded this month. It brought together 635 of the world’s brightest young minds ...