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Ilya Ch

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@chetvil

CTO @truvhq (acq by @checkr), PhD in ML&NLP
Miami, FL truv.com Joined March 2011
157 Following 1.5K Followers 965 Posts

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Ilya Ch Verified account @chetvil
Today @TruvHQ is joining @checkr ! I can't think of a better home for Truv and everything we've built over the last 6 years.

Our joint offering will make a complete verification stack more affordable and much more seamless.

6 years in the making for this overnight success!
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Ilya Ch Verified account @chetvil
So intelligence got twice cheaper (and better) in about ~1 month?
DeepSeek Verified account @deepseek_ai Oct 17
🚀 DeepSeek-V4.1-Flash-1017 is here!

Stronger benchmark performance, faster task completion, and shorter outputs than the previous version—a Pareto improvement in performance and cost. Now live on our website, app, and API.

🛠️ Optimized for @DeepSeekHarness, Tencent CodeBuddy, WorkBuddy, and more. Upgrade to DeepSeek Harness v0.2.1-rc.1 or later for the best experience with the new model.

1/4
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Ilya Ch Verified account @chetvil
On Artificial Analysis's CyberGym benchmark, Qwen3.8 refuses every task. 100% safety blocks.

I removed the refusals and ran it locally on one Spark against real memory-safety bugs.

It fixed 64% of them and refused none.