Who’s Wearing the Sunglasses? Reflections from ACL

Networking, Recruiting, and how DNN demands will drive our future growth

This past week, I had the tremendous opportunity to travel to Melbourne, Australia for the 56th annual meeting of the Association of Computational Linguistics (ACL). This is the single largest gathering for the NLP and ML communities in the world, which meant a busy week for Daniela and I. We made great new contacts, attended a fascinating keynote address on the development of Deep Neural Networks, and met some brilliant talent spread across enterprise and the academy that will drive AI into the future.

With three years of steep growth under our belt, this year’s ACL was a chance for us to define our leadership role in driving this industry toward that future. Our booth had a steady stream of visitors, many representing some of the biggest names in AI on the planet. We weren’t surprised. It’s been a bit of pattern for us this year as we’ve formed a wide array partnerships and rapidly expanded our client roster in 2018.

Booth_Image

More businesses are realizing the value of sourcing high-quality, scalable training data (and the high costs of settling for anything less). We’re uniquely positioned to provide exactly that, which means we’ve been having some fascinating conversations with some incredible companies lately. As always, stay tuned for more on this soon!

For now, as we return to our bases in Seattle and Lisbon we’ll certainly be discussing Anton van den Hegel’s invited talk, “Deep Neural Networks and what they’re not very good at.” As Daniela’s been saying for years, Deep Neural Networks (DNN’s) have long been the “holy grail” of machine-learning development, as they offer the clearest path to self-learning AI that can truly improve on-the-fly.

DNN’s are already responsible for major breakthroughs in fraud detection and manufacturing optimization. But, for all they’ve accomplished, DNNs still fall short in tasks that require contextual interpretation.

Take the image below:

Who's wearing the sunglasses?
Photo By Heather Shwartz, sourced from Unsplash

 

If I asked you, “Who’s wearing the sunglasses?” You’d say “the pineapple” without second thought. DNN models? Not so much. They’re not capable of integrating the linguistic, visual, and contextual understandings necessary to come up with the correct response. At least… not yet.

As always, the barriers to these capabilities are falling. The brilliant scientists and engineers we met at ACL are…well… brilliant after all.

But, for DNN’s to obtain these contextual reasoning and interpretation capabilities, they’ll need incredibly precise, accurate and complexly structured data. DefinedCrowd is the only firm that can deliver the kind of job-tailored high-quality data necessary to train and test these kinds of models. It’s an exciting time to be here!

Which brings me to my final point. As more demand for our data grows, our team will too. Actually, it already is. Right now, we have 23 open positions across our offices in Seattle, Lisbon, Porto, and Tokyo. We met a lot of great talent at ACL. To all of you who stopped by our booth, it was a pleasure. If you passed on a resume, you’ll hear from us soon.

And if we missed you? There’s still time! Go to our careers page to see how to come build amazing things with us.

Web Summit is here – and we have a new API

It has been a long time! And what a better way to get back on track with our blog than to announce a new release AND our presence at one of the biggest tech event in the world?

Web Summit is here. The second edition in Portugal takes place this November 6th-9th in the sunny Lisbon. We must admit that we are biased, though, as I am Portuguese and part of our team is based in Lisbon. Anyway, this is a huge event for the city and for the start-up scene, which rose so quickly in Portugal.

Since this is a big moment, we decided to celebrate with a big release. We are launching the version 1.0 of our public API on November 8th at Web Summit, where we were selected to have a booth at the Beta program! This new product will make data scientists’ lives easier, as it will allow to integrate DefinedCrowd platform on their own machine learning infrastructure. In other words, you will have access to high-quality data right in your own platform by simply calling an API. Practical, isn’t it?

If you are in Lisbon for Web Summit, make sure you stop by the Stand B 412 on November 8th, at the Big Data Exhibition Area. We will be there to show you all you can do with this new product.

But this isn’t all!

In addition to these news, I am proud to announce that DefinedCrowd was selected to pitch at Web Summit, where I will present our company to an audience filled with top tech speakers, attendees, and juries. This is an amazing opportunity and we are really excited (and a bit nervous!).

Summing up the essential news:

  • public API access for DefinedCrowd’s data platform will be available on November 8th;
  • DefinedCrowd will be at Web Summit in Lisbon, Portugal. More specifically, on November 8th, on the Stand B 412 at the Big Data Exhibition Area;
  • I will be pitching DefinedCrowd on Tuesday, 7th November on Pitch Stage 2 at 2pm.

We are looking forward to seeing you at Web Summit. Stop by our booth, drop us a message on our social media channels or email us at sales@definedcrowd.com, we want to hear from you!

06 Web Summit FB