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addition t1_jdrsas2 wrote
Reply to [D] GPT4 and coding problems by enryu42
I’ve become increasingly convinced that the next step for AI is adding some sort of feedback loop so that the AI can react to its own output.
There is increasing evidence that this is true. Chain-of-thought prompting, reflexon, and Anthropic’s constitutional AI all point in this direction.
I find constitutional AI to be particularly interesting because it suggests that after an LLM reaches a certain threshold of language understanding that it can start to assess its own outputs during training.
addition t1_jdkssmg wrote
Reply to [R] Reflexion: an autonomous agent with dynamic memory and self-reflection - Noah Shinn et al 2023 Northeastern University Boston - Outperforms GPT-4 on HumanEval accuracy (0.67 --> 0.88)! by Singularian2501
Wow! I was just thinking the other day, now that we have very advanced statistical models of the world the next step is some search algorithm + feedback loop. In other words, a way for the model to use its statistical understanding of the world to guide a search towards a solution while also updating itself along the way. This feels like an important step. Or at least the idea is the first step in this direction.
addition t1_jdkrd3s wrote
Reply to comment by RealSonZoo in [R] Reflexion: an autonomous agent with dynamic memory and self-reflection - Noah Shinn et al 2023 Northeastern University Boston - Outperforms GPT-4 on HumanEval accuracy (0.67 --> 0.88)! by Singularian2501
You need chatgpt plus to use 4 at the moment
addition t1_izc6uv9 wrote
Reply to [D] We're the Meta AI research team behind CICERO, the first AI agent to achieve human-level performance in the game Diplomacy. We’ll be answering your questions on December 8th starting at 10am PT. Ask us anything! by MetaAI_Official
What are your thoughts on the morality of helping a company like Meta teach an AI how to manipulate humans?
addition t1_jdtzh4k wrote
Reply to comment by COMPEWTER_adminisp in [D] GPT4 and coding problems by enryu42
Clearly I’m not the first person to think this by a long shot. I was just pointing out that a new trend has been forming recently.