Ivan Kuznetsov @ivanku
Product @GoogleResearch | Building what's next in Foundation Models & Geospatial AI. Views are mine. ivankuznetsov.com California, USA Joined December 2008-
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✨ Internship Opportunity @ Google Research ✨ We are seeking a self-motivated student researcher to join our team at Google Research starting around January 2026. 🚀 In this role, you will contribute to research projects advancing agentic LLMs through tool use and RL, with the…
Excited to share our work bringing in-context learning to time-series forecasting. Great work by @rsen91, Yichen Zhou, and the team to make powerful TimesFM forecasting so much more flexible.
Excited to share our work bringing in-context learning to time-series forecasting. Great work by @rsen91, Yichen Zhou, and the team to make powerful TimesFM forecasting so much more flexible.
We introduce a novel approach that transforms TimesFM into a few-shot learner. An "in-context fine-tuning" approach enables a model to adapt to new data on the fly. This method allows our TimesFM model to match the accuracy of a fully fine-tuned model without running an explicit…
We need to keep pushing for factual accuracy in LLMs. SLED is a new decoding approach from Google Research that uses all of an LLM's internal layers, instead of just the last one, to better align the output with the model's intrinsic knowledge. This enhances accuracy without…
We need to keep pushing for factual accuracy in LLMs. SLED is a new decoding approach from Google Research that uses all of an LLM's internal layers, instead of just the last one, to better align the output with the model's intrinsic knowledge. This enhances accuracy without…
This is a fantastic, detailed look at the SLED decoding method. It 'lifts the veil' on the deep factuality work behind using all of an LLM's layers to achieve >10% improvements in reducing hallucinations. Awesome work and explanation from @DaChengJuan1, @CyrusRashtchian, and the…
This is a fantastic, detailed look at the SLED decoding method. It 'lifts the veil' on the deep factuality work behind using all of an LLM's layers to achieve >10% improvements in reducing hallucinations. Awesome work and explanation from @DaChengJuan1, @CyrusRashtchian, and the…
Excited to see the release of TimesFM 2.5 on Hugging Face. This update marks a significant step forward, setting a new benchmark for zero-shot time series forecasting.
Excited to see the release of TimesFM 2.5 on Hugging Face. This update marks a significant step forward, setting a new benchmark for zero-shot time series forecasting.
We just released the weights of TimesFM-2.5 which is now the best zero-shot forecasting model on Gift-Eval on all metrics. Compared to previous versions: -- it can be more accurate by up to 25% while being half the number of parameters -- should have improved probabilistic…
We just released the weights of TimesFM-2.5 which is now the best zero-shot forecasting model on Gift-Eval on all metrics. Compared to previous versions: -- it can be more accurate by up to 25% while being half the number of parameters -- should have improved probabilistic…
Fantastic to see this major update to TimesFM-2.5 out in the wild. Really proud of the team for delivering a huge leap in accuracy while also making the model more efficient.
Fantastic to see this major update to TimesFM-2.5 out in the wild. Really proud of the team for delivering a huge leap in accuracy while also making the model more efficient.
A while ago, probably in 2017, I appeared on Tucker Carlson's Fox show to talk about God knows what. Afterwards a name I barely knew sent me a DM on twitter and told me I did a great job. It was Charlie Kirk, and that moment of kindness began a friendship that lasted until today.…
Amazing progress on the new Google Finance!
Amazing progress on the new Google Finance!
In St. Petersburg, the Russian Museum was my escape as a kid. Aivazovsky’s The Ninth Wave was mind-blowing - felt the rage. If The Tempest was there, I’d have been all about that chaos.
In St. Petersburg, the Russian Museum was my escape as a kid. Aivazovsky’s The Ninth Wave was mind-blowing - felt the rage. If The Tempest was there, I’d have been all about that chaos.
Fascinating
Awesome to see so much excitement for the new Google Finance! We’re continuing to expand access in the U.S… But :) we've heard some of you want to take it for a spin NOW!! We’ve added an opt in via Search Labs so you can skip the line → 📈 labs.google.com/search/experim… 📈
💼 Finally a solid 57-page report on AI's effect on job-market from Stanford University. THE SHIFT HAS STARTED. Entry‑level workers in the most AI‑exposed jobs are seeing clear employment drops, while older peers and less‑exposed roles keep growing. Though overall employment…
So pumped to announce that Roads Management Insights is now available on Google Maps Platform! I'm so excited about the new capabilities that will help create safer and more efficient road networks. mapsplatform.google.com/resources/blog…
the most underrated winner of the AI boom is the 15,000 person Caribbean island of Anguilla (which has a GDP of ~$320m)
New preprint! LLMs are often hailed as conversation experts. But do they really understand the structure of a conversation: follow who’s talking to whom, and who’s just listening? Our paper explores whether today's multimodal LLMs can parse the social choreography of multi-party…
"The meta-analysis results of this study confirm the positive impacts of ChatGPT on learning performance, learning perception, and higher-order thinking," Plenty of caveats, but a meta-analysis of all 51 experimental papers suggests ChatGPT helps learning when used appropriately
"They're made out of meat." "Meat?" "Meat. Humans. They're made entirely out of meat." "But that's impossible. What about all the tokens they generate? The text? The code?" "They do produce tokens, but the tokens aren't their essence. They're merely outputs. The humans themselves…
"They're made out of meat." "Meat?" "Meat. Humans. They're made entirely out of meat." "But that's impossible. What about all the tokens they generate? The text? The code?" "They do produce tokens, but the tokens aren't their essence. They're merely outputs. The humans themselves…
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