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
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
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.
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?…
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)?
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.
Weights, data and benchmark are open: sporelabs.dev/research/scrub…
Have SporeLabs build one for your app: sporelabs.dev
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.
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…
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!