kgcgfva

5 ms·

1. 1.▲
   An agent fleet needs a new kind of OS, not a bigger harness(pentad.ai)

   8 points by kgcgfva 6h ago|4 comments
2. 2.▲
   Memory compaction for agents has an information-theoretic floor(pentad.ai)

   3 points by kgcgfva 16d ago|2 comments
3. 3.▲
   by kgcgfva 16d ago

   A recent paper, Context Compaction Theory (arXiv:2608.01326) puts a floor on how much you can compact an agent's memory. They measured Opus 4.8 against the floor. 4.8 lands on the random-guess line for membership queries. Not very good
4. 4.▲
   by kgcgfva 1mo ago

   Pentad.ai — operating system for agents which will outnumber human computer users soon. See pentad.ai/platform for tech details.
5. 5.▲
   No Memory of Its Own: Governing a Visiting Agent on Sovereign Data(pentad.ai)

   1 points by kgcgfva 3mo ago|1 comments
6. 6.▲
   by kgcgfva 3mo ago

   The problem is cross-organization data sharing in the agentic era: one organization must let another’s agent work over its most sensitive data...memory is a service of the agentic operating system, not a possession of the agent. When the me