Hello again from DeepMind! Only 3 days are left before the competition ends, which means there is still time for final improvements! We hope you have enjoyed the challenge and learnt something new along the way, maybe it has been how to use Jax, or how to try different strategies to improve generalisation of the model or perhaps you have enhanced your own turtle face recognition skills while going through the datasets. We have been wondering what made you choose this challenge, what you've learned along the way and if there's anything else you'd like to comment on as the clock ticks down toward the final day.  We'd love to hear your answers!