Toloka Recap April 2023

Here’s a round-up of news about Toloka, our community, and the data science world.

Product and company news

• Data labeling for Large Language Models — Use Toloka to label data for reinforcement learning from human feedback. Fine-tune your pre-trained language model to align with human expectations.

Upcoming events

Feel free to join us!

• May 12, 2023 — Data Innovation Summit 2023 — Who will be our guide on a path to trustful and fair AI?
• May 12, 2023 — Appdevcon 2023 — Privacy and speed: the story behind Toloka’s face blurring solution.
• Jun 24, 2023 — ICML 2023 — Reinforcement learning from human feedback: a tutorial.

Event recordings

Here are the recordings of our recent events, in case you missed them:

• Retail Week Live 2023 — Next-level ecommerce: a winning formula to surpass your competitors.
• ECIR 2023 — Crowdsourcing for information retrieval: materials and slides.

A couple of talks from our recent Data-driven AI meetup in Washington DC:

• AI governance at scale by Rachel Azafrani.
• Trust and safety challenges of AI-generated images by Bilva C.
• Panel discussion on responsible AI by Divyansh Kaushik, Bilva C., and Rosmiyana Shekhovtsova.

Reading list

• Five questions about bias in AI you’ve probably wanted to ask — Evgeniya Sukhodolskaya, Senior ML Manager at Toloka, explores the topic of biases in AI.
• Toloka helps a smart device manufacturer test UX solutions and branding concepts — A recent case study on collecting feedback and comparing design concepts for a better user experience.

That’s it! Thank you for reading, and see you next month!