Thank you for sharing the drop off. That makes so much sense. The annoying thing with the Claude $20 plan is that once you start hitting those large context windows, you can maybe get like 4-5 questions before it hits the limits.
That's a major tell for Gemini and something I noticed as well day-to-day.
It will become irrelevant once the LLMs introduce automatic conformal compaction and graph-based exact network anchoring.
Like you restart the window but paste a short bootstrap the LLM itself generated as summary in the previous thread by the same LLM operational matrix. Perhaps link to the exact thread with the caveat as not to threat it as tokens but as a search opportunity for details via agents.
This is how Penrose's Cyclic Conformal Cosmology (CCC) works in the big picture. Use the previous runs' databases (evaporated black holes) to seed a new beginning in short and with optional exact backlinks, without expanding them immediately into the current aeon.
The Cosmic Microwave Background (CMB) we see is the conclusion of the previous aeon's developments and progress.
This is basically what some agents do now with their memory-management. Basically like humans, we are giving AI managed hierarchical contexts so that they can manage more complex tasks within their "IQ".
So this is a test of how memory management can substitute for context windows in AI's IQ.
Thank you for sharing the drop off. That makes so much sense. The annoying thing with the Claude $20 plan is that once you start hitting those large context windows, you can maybe get like 4-5 questions before it hits the limits.
That's a major tell for Gemini and something I noticed as well day-to-day.
It will become irrelevant once the LLMs introduce automatic conformal compaction and graph-based exact network anchoring.
Like you restart the window but paste a short bootstrap the LLM itself generated as summary in the previous thread by the same LLM operational matrix. Perhaps link to the exact thread with the caveat as not to threat it as tokens but as a search opportunity for details via agents.
This is how Penrose's Cyclic Conformal Cosmology (CCC) works in the big picture. Use the previous runs' databases (evaporated black holes) to seed a new beginning in short and with optional exact backlinks, without expanding them immediately into the current aeon.
The Cosmic Microwave Background (CMB) we see is the conclusion of the previous aeon's developments and progress.
This is basically what some agents do now with their memory-management. Basically like humans, we are giving AI managed hierarchical contexts so that they can manage more complex tasks within their "IQ".
So this is a test of how memory management can substitute for context windows in AI's IQ.