What if your everyday code was worth six figures?
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Local-first • Minutes to a draft • 0 bytes transmitted
This one loop was worth $125,000.
def uncertainty_guided_cache_invalidation(query, E, cache):
"""ML-guided selective invalidation using uncertainty/drift"""
drift = cosine_sim(E[query], cache.E).std() # semantic drift (uncertainty)
thresh = base_thresh * (1 + cache.staleness(query)) # adapt to recency/frequency
if drift > thresh:
keys = cache.semantic_neighbors(query, radius=drift) # target related entries only
return cache.invalidate(keys, decay=drift) # selective, proportional purge
return cache.get(query)
Runs locally. Never leaves your device. Finds real inventions hiding in your code.
We've already uncovered millions in hidden inventions.
In early pilots, developers discovered real patentable value in their everyday code — all without transmitting a single byte.
$2.3M
hidden patent value surfaced
147
inventions identified
92%
accuracy in pilots
Pilot methodology available on request.
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Questions we get a lot.
Is my code safe?
Yes. ObviouslyNot runs entirely locally. We never see your code.
What kind of code can be patentable?
Algorithms, data flows, systems and methods. With AI, more code is patentable than ever before.
When will I get access?
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