Challenges for LLM/GPT to achieve AGI: overcoming hallucinations, enabling adaptation, life-long learning and interpretability
Is superintelligence just around the corner?
In the year and a half since the
previous article
was published, the technology of large language models (LLM) ...
... of mid-tier graphic designers.
Advances and “breakthroughs” in textual and multimodal models based on deep and generative neural networks and transformers, in connection with the task and possibility of creating Artificial General Intelligence (AGI), as well as the social and ethical aspects of their development and application, are discussed in the Russian-language
AGI
developer community on a regular basis. At the 2023 seminars, in particular, the
technical capabilities
of ChatGPT / GPT-4 ...
... problems in general terms, adapting to the environment through learning, minimizing risks and optimizing the losses in achieving goals, has gained currency among researchers and developers. This led to the concept of
artificial general intelligence
(AGI), potentially vested not in a human, but a cybernetic system of sufficient computational power. Many refer to this kind of intelligence as “strong AI,” as opposed to “weak AI,” which has become a mundane topic in recent years.
As applied AI ...