> You need to fact check it (especially with LLMs)
That's true... but with every day that passes it's increasingly less true. Today's best high-end LLMs are highly optimized towards fact checking themselves and each other. The winning move is to get a report from Claude and have both Kimi K3 and GPT-5.6-Pro adverserially review it. Then synthesize a fixed version with any one of them. Then adverserially review it again in incognito mode.
This sounds like a lot of work, but it takes literally two minutes of effort and it works amazingly well.
That's true... but with every day that passes it's increasingly less true. Today's best high-end LLMs are highly optimized towards fact checking themselves and each other. The winning move is to get a report from Claude and have both Kimi K3 and GPT-5.6-Pro adverserially review it. Then synthesize a fixed version with any one of them. Then adverserially review it again in incognito mode.
This sounds like a lot of work, but it takes literally two minutes of effort and it works amazingly well.