Platform principle
Clarity over knobs
Turn a complex optimization problem into a clear product decision with a single outcome-first surface.
Single-page product site
Automatic model efficiency optimization, presented like a serious product.
SeedFrontier is now framed as one polished surface: a dataset comes in, the desired outcome is chosen, and the resulting tradeoff picture becomes immediately understandable.
4
outcome modes
1
single-page surface
0
extra tuning noise
Animated frontier
Outcome surface
Latency
Sub-second
Footprint
Compact
Quality
Competitive
SmallerHigher quality
Platform principle
Frontier-led selection
Show the tradeoff space visually so performance, size, and inference cost feel legible instead of abstract.
Platform principle
Deployment-minded
Design the product around what teams actually need next: a model choice, operational stats, and a path to shipping.
Workflow
One narrative from input to decision.
The site no longer tries to explain everything at once. It presents a single path: ingest the problem, shape the objective, and understand the recommendation.
01
Bring in a dataset
Structured ingestion establishes the problem space without forcing users to manage training internals.
02
Choose the tradeoff
A single control surface emphasizes the outcome the user wants instead of exposing a forest of tuning parameters.
03
Review the frontier
The recommendation layer explains the winning shape through latency, model size, accuracy, and cost posture.
Presentation layer
A product face that feels deliberate.
Signal
Fast read
Clear hierarchy, concise language, and visual tradeoff framing keep the page professional instead of noisy.
Motion
Subtle motion
Ambient drift, a moving frontier marker, and staggered card reveals add polish without turning the page theatrical.
Current framing
The frontend has been refreshed. The API foundation stays behind it.
Outcome framework
Four outcomes, one decision surface.
This keeps the story aligned with the product thesis: users choose what matters, and the system explains the consequence in a way that looks credible.
Efficiency
Lean footprint
Prioritizes smallest serving profile and fastest runtime behavior.
Balance
Even tradeoff
Keeps performance, inference, and size in a practical middle band.
Performance
Task strength
Pushes task quality higher while still staying grounded in real deployment limits.
Accuracy
Best raw score
Optimizes for top-end quality when the ceiling matters most.
Site status
A cleaner public face now, with room to grow back into the product.
The current site is intentionally focused on positioning and presentation.
Backend routes and API scaffolding remain in place behind the frontend refresh.
The next public iteration can layer product access back in without rebuilding the foundation.