The 4Geeks Podcast (47): Artificial General Intelligence - The LLM Path

LLMs like OpenAI's o1 raise AGI questions, but data limitations and architecture hinder true intelligence. Experts debate the timeline and future of AGI.

The 4Geeks Podcast (47): Artificial General Intelligence - The LLM Path

Recent advancements in large language models (LLMs), such as OpenAI's o1, have spurred renewed discussion about the possibility of achieving artificial general intelligence (AGI).

While LLMs exhibit impressive capabilities, surpassing humans in specific tasks,  researchers debate whether their current architecture and training methods are sufficient for true AGI.

Concerns exist regarding data limitations and the need for improved mechanisms like internal feedback loops and world models to enable genuine adaptability and reasoning.

Ultimately, the timeline for AGI remains uncertain, with varying expert opinions and ongoing research exploring novel approaches.

-- Listen to this and other episodes of The 4Geeks Podcast on your favorite podcasting platform, including Apple Podcast, Spotify and YouTube.

Read more

How to Implement a Time-Series Forecasting Model with ARIMA

How to Implement a Time-Series Forecasting Model with ARIMA

Time-series forecasting—the process of predicting future values based on historical data—is a foundational component of intelligent business operations. For CTOs and engineering leaders, robust forecasting capabilities are critical for optimizing inventory, managing compute resources, projecting financial performance, and detecting anomalies. While modern deep learning models (LSTMs, Transformers) garner

By Allan Porras