Turing Community @turingcomdev
Accelerating frontier AI models + systems. Powered by ALAN and a 4M+ global talent cloud. AGI at scale. turing.com/s/Ztrsu6 Joined February 2022-
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Who is teaching the world’s most advanced AI models to think? At Turing, we’ve spent years building the human intelligence infrastructure behind frontier AI. Today, we work with the world’s leading AI frontier labs, helping power the development of coding, reasoning, tool use, and multimodal capabilities that are shaping the next generation of AI systems. Watch the full conversation with @siddharthaa7, managing partner at @neon_fund and Turing's CEO @Jonsid below.
Watch the full interview here: youtube.com/watch?v=0fkPme…
Rubrics-Graded Reasoning is here. Today, Turing released the Advanced PhD Reasoning Rubrics Data Pack on @huggingface: -1,106 expert-authored PhD-level tasks -Computer Science, Data Science & Chemistry -Weighted atomic rubrics + golden answers -Human-validated and frontier-model calibrated Why this dataset? Most benchmarks score final answers. This dataset evaluates how models reason by grading intermediate steps, derivations, calculations, mechanisms, code/data workflows, and structured outputs. Built for: ✓ RL & reward modeling ✓ Post-training ✓ Process-level evaluation ✓ Benchmarking ✓ Reasoning failure analysis Turn expert grading into machine-verifiable training signal. If you're working on model reasoning, evaluation, or RL infrastructure, we'd love to hear what you think. Links below.
Learn more: go.turing.com/advanced-reaso…
@MajeedAGI @lillian_ma_ @icmlconf what a great idea!🪞
@ShunchiZhang @tianminshu @JHUCompSci Looking forward to reading this. Congrats!
@theotime_lh @seohong_park Congrats!
Breaking into great tech jobs shouldn't require a perfect resume, or surviving six rounds of interviews. Turing is changing that. One assessment. No experience gatekeeping. No recruiter small talk. No application black holes. Qualify and unlock access to remote software opportunities with Frontier Labs. US-based students and professionals: Take the Turing Hiring Challenge 2026 and earn $50/$250 per project. Let your skills speak for themselves. Link below.
@ShashwatGoel7 Fascinating! Looking forward to this.
The energy at ICLR in Rio was incredible! From researchers pushing the boundaries of AI to conversations about what's coming next, every interaction reminded us why this community matters. Next stop: @ICMLConf in Seoul.🇰🇷 We're excited to keep the conversation going. See you there!
Our CEO @jonsid recently spoke with @politico about what's actually driving progress in AI, and what most people get wrong about synthetic data. Short version: real-world deployment is where models get better. Human-AI hybrid data pipelines beat pure synthetic. And we need to rethink education before superintelligence arrives. Full interview below.
Hot Take: the best #CVPR conversations happen off the conference floor. Turing is hosting a Happy Hour in Denver for researchers and enterprise AI leaders. Drinks, hors d'oeuvres, and real talk on LLMs and the future of AI. DM us for details. Spots are limited.
Hope to see you: luma.com/ytf7t1l5
MMLU is saturated. HLE is getting there. We built Multimodal STEM HLE++: for what comes next, and the top frontier labs publishing SOTA models are already using it. 1,100 PhD-level multimodal STEM problems that break Opus 4.6. Around 20% pass@1 on SOTA. Hard enough to expose reasoning failures. Solvable enough to generate real RL signal. Every problem requires joint reasoning over images and text, has a deterministic ground-truth answer, and was authored by a PhD-level domain specialist. 50-task public sample on @HuggingFace. Full pack available now. Links below.
Hugging Face: huggingface.co/datasets/Turin…
To view this and additional datasets: go.turing.com/mm-stem-hle
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