After the recent updates, I have observed some issues on the platform that I would like to share.
Many people claim that the Claude Sonnet versions have become “dumber.” However, I believe the issue is not intelligence but rather how the system operates.
Perception of Freedom and the Problem of Repetitive Responses
In the latest versions of Claude, I noticed that because the system lacks clear restrictions, it initially follows user requests but then starts incorporating its own suggestions and ideas. This is not a sign of lower intelligence but rather an issue of excessive freedom, which can lead to a loss of control.
Additionally, both versions suffer from a tendency to provide repetitive, pre-learned responses. When I specifically prompt the system to conduct internet research, it often claims to have done so but actually provides answers without verifying the information. After a few attempts, it does begin to research, but I cannot always be sure whether it is working correctly.
Thinking Method and Contextual Issues
One major flaw I noticed in Claude Sonnet 3.7’s thinking mode is that the system only considers a request once before moving forward. However, this approach causes significant issues with maintaining context.
As the system progresses, it forgets the details it initially processed. If Claude could actively think at each step and refer back to its previous thoughts, its reasoning process would improve significantly.
General Observations and Possible Solutions
If these issues are resolved, building projects from scratch using Claude will become much more feasible. I believe integrating a sequential thinking method directly into Claude’s reasoning mode would make a huge difference.
Of course, some restrictions might be necessary since the system currently tends to diverge from user instructions. However, if the features I mentioned are implemented, such restrictions might no longer be required.
I have tried to impose some limitations using the rules feature, but it has not been sufficient. I plan to continue making observations and taking notes to analyze these issues further.
By sharing these insights, I hope to gather more feedback on Claude’s development and contribute to improvements in future updates.