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MeetTwin Labs , a Paris - based startup that wants to build an automation product for repetitive task , such as onboarding novel employee to all your internal services , reordering item when you ’re running out of stock , downloading financial study across several SaaS ware , attain out to potential prospects and more .
“ Twin ’s starting item is a skill - fiction idea . We control the growing of the technical capabilities of Master of Laws — foot models . And the interrogation we asked ourselves was whether we ’d be able to duplicate ourselves by train an AI agent on the way we perform our undertaking , ” Twin Labs Centennial State - founder and CEO Hugo Mercier told me .
In Twin Labs ’ causa , the most interesting thing isn’twhatthey’re doing — improving intimate mental process — buthowthey’re doing it . The company relies on multimodal model with vision capability , such as GPT-4 with Vision ( GPT-4V ) , to retroflex what mankind unremarkably do .
Before landing on multimodal models , Twin Labs first tried to recrudesce independent agent using traditional LLMs . “ We ’ve quiz lots of thing , we ’ve implement enquiry composition , we ’ve tested open reservoir GitHub repositories . Overall , the decision is that LLMs are completely unreliable . This means that Master of Laws are make the untimely decision , ” Mercier say . “ In the end , the task is n’t done . ”
grant to him , GPT-4V has been train on a quite a little of different computer software interface and the underlying computer code bases , which unlocked new possibilities . “ When you show an port , it understands the feature behind the push , ” Mercier said .
UnlikeZapierand other automation products , Twin Labs does n’t rely on genus Apis and plan complicated multi - step mental process . Instead , Twin Labs is more like a internet web browser . The creature can mechanically debase vane page , select buttons and enter text .
For case , if you ’re hiring someone , you might need to add this person ’s info in your paysheet organisation , send an invitation to Slack , create a Google Workspace account and invite your newfangled employee to create an account with the healthcare insurance policy supplier .
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Companies usually keep a long leaning of tasks and just go through the inclination every time there ’s a raw squad penis . These task are n’t complicated but it ’s extremely important to do them well , in the right order and with some specific checkboxes ticked . That ’s why it ’s going to be important to be able-bodied to train Twin Labs ’ AI assistant using screen transcription and rude language descriptions .
But the inauguration is n’t there yet — it is working toward this vision . Hugo Mercier and Joao Justi , the two co - founding father , spend the last six months building a prototype of this merchandise . They also raised $ 3 million in pre - seed funding from Betaworks , Motier Ventures , Factorial ( Matthew Hartman & Clem Delangue ) and many holy man investors , such as Florian Douetteau ( Dataiku ) , Thomas Wolf ( Hugging Face ) , Charles Gorintin ( Alan ) , Mehdi Ghissassi ( DeepMind ) , Romain Huet ( OpenAI ) , Irwan Bello ( OpenAI ) , Romuald Elie ( DeepMind ) , Yan - David Erlich ( Weights & Biases ) , Olivier Pomel ( Datadog ) , Rodolphe Saadé ( CMA CGM ) , Thibaud Elziere ( Hexa ) , Quentin Nickmans ( Hexa ) , Philippe Corrot ( Mirakl ) and Rand Hindi ( Snips , Zama ) .
There are still many challenge beforehand for Twin Labs ’ autonomous agentive role system . For example , discharge a undertaking costs quite a bit of money — but API and infrastructure costs are rapidly going down in the AI blank space . Twin Labs will first ship a product with a library of pre - trained tasks to ensure that they play well . After that , the startup expects that it will open up its political program so that client can create their own undertaking .
While many people associate AI products with a chatbot interface , Twin Labs ’ plan of attack is interesting as it ’s an forward-looking room to interact with AI models . “ We really wanted to get down to the nitty - gritty of what people do on a sidereal day - to - Clarence Shepard Day Jr. basis , and how we can take over some of the things that are in reality a bit of a dogfight for them , ” Mercier said .
