AI Winters Were Greatly Exaggerated (Ben Goertzel) | AI Podcast Clips with Lex Fridman

TL;DR

The AGI (Artificial General Intelligence) community has a long history and has seen a transition from being a pursuit of a few enthusiasts to being recognized and funded by large corporations and national leaders.

Transcript

maybe also just a comment on AGI representing before even the term existed representing a kind of community like you've talked about this in the past sort of a is coming in waves but there's always been this community of people who dream about creating general human levels super intelligent systems can you maybe give your sense of the history of th... Read More

Key Insights

• 🧑‍🤝‍🧑 The history of the AGI community predates the current deep learning revolution, with ideas and advancements dating back to the 1950s.
• 👨‍🔬 Funding does not always align with intellectual advancements, and AI research has progressed globally, not just in the US.
• 🖐️ The academic AI field in the past focused on rule-based expert systems, while isolated researchers laid the groundwork for AGI.

Questions & Answers

Q: What role did funding from the US military play in the growth of AI research?

The US military was the main source of funding for AI research, but there were advancements in Germany, UK, Japan, and Russia that were independent of US military funding. Funding did not always correlate with intellectual advance.

Q: Why was AI research in the academic field seen as boring and wrongheaded in the past?

AI research in the past focused on rule-based expert systems, which involved manually inputting knowledge. The idea of automated learning from experience was not a priority. However, there were isolated researchers working on reinforcement learning systems.

Q: How did the AGI community evolve over time?

The AGI community started with small gatherings of enthusiasts and Mavericks in the early 2000s. It has now grown to have an annual conference with hundreds of attendees. AGI has also gained recognition from national leaders and large corporations.

Q: How has AGI been perceived in the research community?

AGI is still seen as an outcast in mainstream machine learning and artificial intelligence conferences. However, organizations like DeepMind and OpenAI have embraced the goal of creating AGI, which has helped bring it into the public eye.

Summary & Key Takeaways

• The history of the AGI community dates back to the 1950s, with steady growth in the advancement of ideas and papers.

• Funding for AI research has fluctuated, but intellectual advancements have been made globally, not just in the US.

• The academic AI field in the past focused on rule-based expert systems, but there were isolated individuals and groups that laid the intellectual groundwork for AGI.