Introduction to Artificial General Intelligence
From OpenAI to DeepSeek, everyone now claims to be an AGI startup, but by 2025, the explosion of such companies is becoming overwhelming. On 14 April 2023, High-Flyer announced the start of an artificial general intelligence lab dedicated to research developing AI tools separate from High-Flyer’s financial business. Incorporated on 17 July 2023, with High-Flyer as the investor and backer, the lab became its own company, DeepSeek.
The AGI Trend
Claiming to be an AGI research lab has become a popular marketing trend in recent years, but does anyone truly believe AGI is real or that today’s architectures are even capable of achieving it? Both the definition of AGI and the timeline for achieving it are highly contested. However, most machine learning engineers and researchers seem to agree that the current LLM architectures are unlikely to ever reach this supposed goal.
Skepticism Among Researchers
A recent survey of 475 AI researchers by the Association for the Advancement of Artificial Intelligence (AAAI), conducted through its panel on the future of AI research, revealed that 76% of respondents believe “scaling up current AI approaches” to achieve AGI is “unlikely” or “very unlikely,” highlighting widespread skepticism about the ability of current machine learning paradigms to deliver true general intelligence.
The Future of AGI Research
Maxwell Zeff of TechCrunch recently discussed the topic, providing insights into the future of AGI research. The ongoing debate among experts raises questions about the feasibility of achieving true artificial general intelligence with current technologies.
Conclusion
The concept of artificial general intelligence has sparked intense debate and skepticism among researchers and experts. While some companies claim to be working towards achieving AGI, the majority of researchers believe that current architectures are unlikely to succeed. As research continues, it remains to be seen whether true AGI can be achieved and what the future of AI development holds.
FAQs
- What is AGI?: Artificial General Intelligence refers to a type of AI that possesses the ability to understand, learn, and apply its intelligence across a wide range of tasks, similar to human intelligence.
- Is AGI possible with current technologies?: Most researchers believe that current machine learning paradigms are unlikely to deliver true general intelligence.
- Why are companies claiming to be AGI startups?: Claiming to be an AGI research lab has become a marketing trend, potentially due to the prestige and funding associated with the concept of AGI.
- What do experts think about the future of AGI?: Experts are skeptical about achieving AGI with current approaches, but research is ongoing, and the future of AI development is uncertain.
