A precision intelligence company

Full-stack
precision intelligence.

Hypernym improves and proves the intelligence you already run. No retraining, no lock-in, no one training on your alpha.

+17pp
accuracy at 256K
identical weights
30×
more context
same window
+40%
GPU throughput
effective
Working with
MetaAWSGCPCohereIntelNVIDIA
The platform

One platform that upgrades and verifies your infrastructure.

Improve
Hypernym Modulum.

Inference-time upgrades for any open model. Quality holds — and the advantage grows — as context gets longer. No fine-tuning, no weight changes, no new hardware.

Compress
Runtime semantic compression.

Text and code, compressed at the structural level with meaning and lineage intact. The model processes less and retains more.

Inspect
Prove what you serve.

Show your buyers that your hardware and models deliver exactly what you claim — precision, accuracy, and provenance, mechanically verified.

Own
Your stack or ours.

Runs inside your cloud, your router, your cluster, or on our platform. What the system learns belongs to you, locked to neither.

Measured · Same weights

Modulum: quality that grows with context.

Identical open weights, run with and without Modulum. No retraining, no weight changes — every gain is the layer alone.

Improvement over vanilla baseline · pp · 32K → 256K
0+10+2032K64K128K256K+17pp
+17pp
accuracy at 256K, identical weights
BABILong qa1 · paired
5.3×
fact-recall pass rate at 128K: 74% vs 14%
LV-Eval factrecall
Beats the frontier from one 16 GB workstation.
BABILong qa4 · 128K
31B open + Modulum
88%
Gemini 3.1 Pro
81.5%
Opus 4.6
64%

Precision intelligence you own.

Drop in to the stack you already run.

Any transformerOpen or closed weightsSelf-hostedCloudNo new hardware