Forward-looking only—see MegaContext PRD Index for the active POR.
Collects forward-looking themes and ideas related to the future of MegaContext tech. Each subpage keeps the speculative discussion alive while the corresponding PRD owns implementation details.
- Grand Vision
- Why MegaContext matters long term and future directions.
- Persistent memory, dynamic attention, core knowledge, agentic workflows, future directions.
- Cognitive Core
- Blueprint for compact reasoning models backed by MegaContext.
- Components, training loop, benefits, research directions, knowledge curation guidance.
- MegaPrediction
- Speculative planning inside the gist tree.
- Present cursor, latent planning techniques, hierarchical refinement, training/evaluation signals.
- MegaCuration
- Learned pruning of MegaContext based on LensNet focus telemetry.
- Signals, guardrails, and automation strategies for keeping the tree compact without losing critical detail.
- Realtime Scenarios
- Near infinite context unlocks exciting new real-time AI scenarios like Robotics