adaptive-memory
Learned memory management
Predictive prefetching, adaptive compression, and intelligent caching for inference workloads.
OPEN PACKAGE →Tunet Cognition / Applied AI
Intelligence,
put to work.
Explore the systems behind useful AI: memory, context, constrained generation and the tools that help agents work across real software.
Cognition catalogue
Explore the AI systems.
Explore model behaviour through Arxis, or find tools for agent workflows. Research and planned work are identified separately.
Model intelligence
Foundational modules that improve how models remember, allocate, and decide.
pama-cache
Learned KV-cache allocation
Neural policy routing to keep, compress, or evict context under strict memory budgets.
OPEN PACKAGE →verified-decoding
Differentiable constraints
Guides generation using learned world models and logit repair instead of rigid grammar masking.
OPEN PACKAGE →arxis systems paper
Learned memory and constraint-aware decoding
A source-grounded systems paper connecting adaptive-memory, pama-cache, and verified-decoding into one operational AI thesis.
OPEN PAPER ->Agent systems
Execution frameworks and skills that extend existing agents into reliable workflows.
agent-execution-layer
Reliable agent workflows
A growing execution layer for agent workflows, integrations, reusable skills, and reliable hand-offs between intelligent systems.
PLANNEDinfraglyph
Cross-repository lineage for agents
A source-grounded whitepaper on making multi-surface software workflows explicit, local, and queryable by coding agents.
OPEN PAPER ->No Cognition systems match that filter yet.