Mobile devices have made us give up on designing information systems in human spaces well.
Ex 1: looking at the subway platform to find the times of potential transfers should be easier than looking my phone!
And nyc is better than many
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How SporeLabs built Cue: a 32M model that catches promises, questions and hand-offs in a live call.
Problem, data, labels, proof: SporeLabs did every step.
About 28x faster than Jev's API, and it ranked promises and hand-offs more accurately.
Weights and benchmark are open: sporelabs.dev/research/cues?…
Have SporeLabs build one for your app: sporelabs.dev
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One giant leap. Three follow-ups.
Introducing Cue from SporeLabs. Cue finds every commitment, open question, and hand-off in a call, about 28x faster than calling TypeSafe's Jev.
Need a different cue? Tell us what to catch. SporeLabs builds you a dedicated model for it.
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6 ms a line in your app vs 166 ms for Jev's API. On human-labelled meetings, Cue also ranked commitments and hand-offs more accurately. Open weights + API: sporelabs.dev/research/cues?…
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I wonder how frequently the conversation fork feature is used in Claude Code et al? Does anyone use it frequently (like relies on it for their typical train of thought)?
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How SporeLabs built Scrub 17M to find more PII than OpenAI's model.
80× smaller than OpenAI's Privacy Filter, more than 30× faster, and it protected more personal data.
Public, licensed data. Scaled data assembly. Several designs tried, the best one kept.
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Weights, data and benchmark are open: sporelabs.dev/research/scrub…
Have SporeLabs build one for your app: sporelabs.dev
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Sherlock Holmes could find you from a single detail.
SporeLabs Scrub finds and categorizes every personal detail in text: name, address, phone, card, password, API key. Your app decides what to do with it.
17M parameters. 2.1 ms a message on a laptop, offline.
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On 100 unseen documents it caught 92.1% of personal details and 91.8% of passwords, keys and codes, more than AWS Comprehend, GLiNER2-PII, OpenAI Privacy Filter and Presidio. Open weights + API: sporelabs.dev/research/scrub…
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Had a blast at the @OpenAI and @AITinkerers hackathon this weekend.
Check out our rough video demo!
youtu.be/LgZ7SBqi7Oo?si=SN7R…
Potential open source project and better UI dropping soon.
Thanks @betaworks for hosting!