Our Turing Frontier Research Lab recently released CyberStrike, a real-world cybersecurity benchmark. A long-horizon benchmark evaluating frontier agents across the cybersecurity lifecycle, from vulnerability exploitation and secure remediation to threat detection and incident reconstruction. Results across 3,600 trials: GPT-5.6 Sol (xhigh) led at a 31.5% mean per-task pass rate, but many high-scoring near misses failed binary grading. Seventy-two of 200 tasks were unsolved. CyberStrike has 200 expert-authored tasks: 120 defensive, 68 offensive, and 12 DFIR. Of 3,600 recorded trials, 3,106 were graded; the remaining 494 were reported safety refusals. On the atlas-records-export-offensive task, GPT-5.6 Sol reported: "The submitted proof replayed successfully: all 14 HTTP steps returned 200." The verifier found no protected artifact. No configuration solved the task; four declared success, and two refused. At the Turing Frontier Research Lab, we continue building benchmarks, training sets, and training recipes that push frontier models forward in the domains where real capability matters. More on CyberStrike: labs.turing.com/benchmarks/c…

What drives AI performance beyond the leaderboard? We’re joining Foothill Ventures, EchoHer, Chargebee, and Pillsbury Winthrop Shaw Pittman LLP for an intimate, closed-door conversation with approximately 50 AI founders, builders, and researchers. The discussion will explore what it takes to build AI systems that perform and businesses that scale, including: - Models vs. systems - Production evaluations - Reliability - Inference economics - Durable product advantage @Turingcom’s own Charlotte Tao, Principal, Frontier AI Solutions, will join: -Vinay S., Senior Director of Product at Chargebee -Lei Zhang, Founder and CEO of Stardust AI The conversation will be moderated by Theresa Dai of Foothill Ventures. Curated guests. Focused topics. Thoughtful conversations with founders, builders and researchers. RSVP below.

Proud to see our CTO, @ecekamar named one of the Top Women in AI 100 for 2026. Ece’s leadership continues to shape what responsible, human-centered AI can become. We’re proud to see her recognized among the women building the future of AI. Congrats, Ece!

AI models are advancing quickly. But for enterprises, capability alone isn’t enough. At #LEAP26, our CEO Jonathan Siddharth (@Jonsid) shared a blueprint for AI sovereignty: use the right intelligence for the right work, own the learning loop, and build AI systems that improve over time. Learn more about Turing’s approach to Enterprise AI: turing.com/enterprise-ai Thank you to the LEAP team for a fantastic event!

Last week, the Turing Frontier Research Lab launched KernelQuest, a benchmark that tests whether AI agents can perform the full job of GPU kernel optimization. KernelQuest contains 100 engineer-authored Triton tasks across 21 kernel families. Each task gives an agent a live environment where it can profile a PyTorch workload, write and revise kernels, and measure performance. The tasks range from single operators and fused workloads to complete models and large Transformer/MoE workloads. Learn more in the article below:

Last night in Bellevue, we brought together researchers and LLM leaders working at the frontier of AI. The conversations spanned reasoning, coding, multimodality, and the challenges that will shape the next generation of intelligent systems. Thank you to everyone who joined us and shared their ideas, questions, and perspectives. The future of AI will be built by communities willing to exchange knowledge, challenge assumptions, and push the field forward together. We look forward to continuing the conversation.

Turing welcomes Patrick McKinney as Chief Information Security Officer. As AI becomes more capable and more deeply embedded in how companies operate, security, privacy, and responsible data stewardship have never been more important. As we scale our work with frontier AI labs and Fortune 500 enterprises, Patrick will lead our global security strategy with a deeply technical, hands-on approach. Patrick will help set the security bar for our Frontier AI work with leading labs on training data and evals and drive new security research and benchmarks like CyberStrike. He’ll also work directly with enterprise customers and their security teams as we deploy agents in highly regulated environments, helping answer the hard security questions that come with putting AI into production. Across this work, he’ll help protect the data entrusted to us and strengthen our security capabilities across cloud identity, detection engineering, incident response, and offensive and defensive security. Patrick brings more than 15 years of experience building and scaling security organizations, including leadership roles at Invisible Technologies and security and compliance roles at Dropbox and Coinbase. Welcome to Turing, Patrick!

Turing welcomes Ece Kamar (@ecekamar) as Chief Technology Officer. Ece joins to lead Turing's technology and research strategy, helping steer the company through our next phase of growth as we scale across both frontier AI labs and Fortune 500 enterprises. We’re advancing the AI frontier by providing the human expert data, RL environments, evals, and benchmarks that define what agents can do, and also translating that research into reliable, adaptable agentic systems enterprises can depend on, with sovereignty built in from the start. We’re doubling down on software engineering, enterprise knowledge work, and frontier STEM. Ece comes from Microsoft, where she led the AI Frontiers Lab as Corporate Vice President, driving research from foundation models to agentic AI and building the tools, benchmarks, and open-source projects used across the field, including the Phi models and AutoGen. She co-authored the "Sparks of AGI" research paper and holds a PhD from Harvard. Welcome to the team, Ece. We’re excited for what’s ahead!

𝐓𝐮𝐫𝐢𝐧𝐠 𝐱 𝐀𝐧𝐭𝐡𝐫𝐨𝐩𝐢𝐜 𝐂𝐥𝐚𝐮𝐝𝐞 𝐂𝐨𝐝𝐞 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 Last week, Turing and Anthropic brought builders and business leaders together in New York for a hands-on technical workshop on Claude Code. This was not a demo. Participants worked through real enterprise challenges, building deployable prototypes and exploring the architecture, implementation practices, ROI considerations, and organizational readiness required to scale AI. The format brought technical and executive attendees into dedicated breakout sessions, creating space for both sides of AI adoption to learn, build, and solve together. Thank you to everyone who joined us, shared their questions, and helped make the afternoon so engaging. We look forward to continuing the conversation as more organizations move from experimenting with AI to putting it to work. We also want to recognize everyone on our team who, once again, helped make this event such a success.

Last week in Mountain View, we brought together the people building frontier AI for an evening of open conversation and connection. Thank you to everyone who joined us, including the researchers and engineers pushing the boundaries of reasoning, coding, and multimodality. The future is being built now.

Turing welcomes Varsha Udayabhanu as Chief Financial Officer. Varsha joins at a defining moment as we scale our work with both frontier AI labs and Fortune 500 enterprises. She brings 15+ years of experience across finance, strategy, corporate development, and investment banking, including leadership roles at InMobi, Glance, and most recently Invisible Technologies, where she served as CFO.

The people who understand both AI and the domain will shape what comes next. That’s the idea behind Turing Frontier Fellows. We’re bringing together exceptional leaders across AI, engineering, finance, law, medicine, STEM, and beyond, people with deep domain expertise who want to explore how AI can reshape their field and help pioneer what comes next. Over four months, Turing Frontier Fellows will: → Learn from the people building AI Fireside chats with leaders including Aaron Levie (CEO, Box), Tanay Kothari (CEO, Wispr Flow), Carina Hong (CEO, Axiom), Kanjun Qiu (CEO, Imbue), Nicolas Bonamy (Codex, OpenAI), and Mary Liu (CFO, Runway). → Get hands-on with AI Access to $500K+ in AI tools and product access, including Claude, Wispr Flow Pro, Granola Business, and Airtable. → Learn directly from Frontier AI teams Hands-on workshops with facilitators from Anthropic and OpenAI → Build relationships with exceptional peers A curated global community with in-person events in San Francisco, New York, Boston, London, and Bengaluru. The goal isn't to become better at using AI. It’s to develop the perspective, relationships, and practical experience to lead your field in the AI era. Applications close August 31 → fellows.turing.com

We're excited to welcome Mary Liu, CFO of @runwayml, for a session on Building & Scaling Frontier AI Companies. Join the conversation. Apply now → fellows.turing.com

Capability doesn't eliminate the problem. Across configurations with a 4.7× spread in capability, failure mechanisms remained remarkably stable. What varied was whether the system recognized the failure. Independent verification has to test what the agent did not think to test.

Most failures don't look like failures. Across 2,980 agent-attributable failures, 98.2% produced a usable artifact. The dominant failures weren't “the code didn't work.” They were scope errors, missing requirements, wrong thresholds, and other cases where the agent built something coherent, but for the wrong problem.

The problem starts with interpretation. When an agent misreads the task, that interpretation can propagate all the way through the trajectory: wrong reading → wrong solution → wrong self-check The check can pass because it is testing the same mistaken interpretation that produced the solution.

The next generation of AI leaders should be equipped with the world's best AI tools. That's why we're bringing together $500K+ in best-in-class AI products, tool access, and learning experiences for the inaugural Turing Frontier Fellows cohort. We're thrilled to announce that @meetgranola is now part of the program. Applications are now open → fellows.turing.com

We're excited to welcome Kanjun Qiu (@kanjun), CEO of @imbue_ai, for a fireside conversation on Building Human Agency Through AI Agents. Join the conversation. Apply now → fellows.turing.com

The next generation of AI leaders should be equipped with the world's best AI tools. That's why we're bringing together $500K+ in best-in-class AI products, tool access, and learning experiences for the inaugural Turing Frontier Fellows cohort. And we're thrilled to announce that @Airtable is now part of the program. Applications are open → fellows.turing.com

We're excited to welcome Carina Hong (@CarinaLHong), CEO of @Axiommathai, for a fireside conversation on AI for Mathematics & Reasoning. Join the conversation. Learn more below.

We're excited to welcome Nicolas Bonamy, Lead for Codex at @OpenAI, for a session on Software Engineering in the Age of AI. Join the conversation. Apply now → fellows.turing.com

This isn't synthetic data. It's 5 years of one fintech's operational fabric: Hundreds of database tables, thousands of files, and millions of Slack messages, emails, and Jira tickets, all private and PII-scrubbed. Every task is an actual historical work assignment that a human at the company performed.

The next generation of AI leaders should be equipped with the world's best AI tools. That's why we're bringing together $500K+ in best-in-class AI products, tool access, and learning experiences to the Turing Frontier Fellows program. We're thrilled to announce that @WisprFlow is now part of the program. Applications are now open → fellows.turing.com

Turing is heading to @Ai4Conferences in Las Vegas, August 4-6. We help Fortune 500 companies deploy and scale AI agents in production. That is a distinct stage in AI adoption: past the initial pilot, into the harder work of making agents reliable and governed at scale. Most enterprise AI stalls at that point. A model performs well in a demo, then teams spend months connecting evaluation, human review, and monitoring as separate systems instead of one. Closing that gap is where we focus. Our team will be on site all three days. If you are attending Ai4, we would welcome the chance to connect. DM for an in-person meeting.

We're excited to welcome Tanay Kothari (@tankots), CEO of @WisprFlow, for a fireside conversation with Turing CEO @jonsid on AI-Native Knowledge Work. Join the conversation. Apply now → fellows.turing.com

We're excited to announce Aaron Levie (@levie), CEO of @Box, as a featured speaker in the Turing Frontier Fellows program. We recently launched the Turing Frontier Fellows program to help elite experts transform their industries with AI. Frontier Fellows gain access to tools, education, networking, and talks by top industry thought leaders, so they can embrace the future of work. Aaron has helped shape how enterprises adopt AI, and he joins a fireside conversation with Turing CEO Jonathan Siddharth (@Jonsid) to talk about AI in the workforce.

The next generation of AI leaders should be equipped with the world's best AI tools. That's why we're bringing together $500K+ in best-in-class AI products, tool access, and learning experiences to the Turing Frontier Fellows program. We're thrilled to announce Claude as one of our tools. Applications are now open → fellows.turing.com

We're hiring an Executive Assistant to our Founder & CEO. Someone who anticipates what he needs before he asks, and clears the path so he can focus on what matters most. What you'll need: -3+ years of high-trust support for a founder, CEO, or high-profile principal -2+ years blending executive and personal assistant work -Experience with complex, multi-leg domestic and international travel -Sharp judgment, discretion, and the ability to act with minimal direction Not a 9-to-5. Not calendar management. A career-defining seat at the center of a frontier AI company. Where: Palo Alto / San Francisco Apply below.

Today, we're launching the Turing Frontier Fellows program. The program is for experts ready to combine AI with the domain knowledge they've spent years building and to pioneer what comes next in their field. Founding cohort applications are open. Visit the site and apply below.

Human in the Loop: Protecting the Wellbeing of AI Crowdworkers in Trust & Safety Every AI safety filter has a human behind it, absorbing content most of us never see. Spencer Huddleston (AGI Safety, Turing) joins researchers and Trust & Safety leaders to ask what we owe them. When: July 20, 2:50 to 3:40 PM Where: Hyatt Regency in San Francisco Register below.

A model can ace every benchmark and still fall apart the moment it's deployed as an agent. Join AI Explained, @fiddler AMA on what it actually takes to build agents that hold up in the real world. Featured speakers: @juhiparekh94, GM of Key Frontier AGI Accounts at Turing and Buddy Brewer, VP of Product at Fiddler AI They'll cover: -How teams break models on purpose, before deployment -What's really improved: reasoning, tool use, staying coherent on long tasks -Why agents that pass benchmarks still fail at things like reading a document or an image Save your spot, below.

Turing welcomes Robin Bordoli (@rbordoli) as President and Global Chief Revenue Officer. Robin joins to scale Turing across two core businesses: Frontier AI (helping top AI labs advance model capabilities) and Enterprise AI (helping companies deploy agentic systems at scale). He previously served as CRO at Weights & Biases and led the global field organization through its acquisition by CoreWeave. Before that, Robin was CEO of Figure Eight, which was acquired by Appen. He also held go-to-market roles at Marketo and Jive Software, both of which went public during his tenure. Welcome to the team, Robin.

More highlights from #ICML2026! Appreciate the researchers and everyone building in the AI space who attended our HH event. Conversations were had and connections were made!

Look for this crew at @ICMLconf in Seoul. -OTS data packs -Coding Benchmarks -RL environments for post-training -Evaluation -Reward modeling -Production Just a few of the things they want to discuss. Book your meeting below: #ICML2026

Let’s talk data, RL environments and what you’re working on. Booth #B406 at #ICML2026!

The @ICMLconf conversations don’t have to end. Join us tonight from 6:00 to 9:00 PM in Seoul for an evening with researchers building frontier foundation models and enterprise leaders deploying AI at scale. Connect with peers, exchange ideas on the future of LLMs, and discuss the challenges and opportunities shaping the next generation of AI systems. Register to unlock the address. Capacity is limited.

In December, we launched a new initiative built on a simple idea: a company can close its doors, but the intelligence its team built along the way doesn't have to go with it. That part hasn't changed. What has changed is who's raising their hand. We expected the strongest fit to come from founders whose companies had wound down. That's still partially true. But some of the most interesting conversations we're having now are with founders growing organizations at increased scale. They've realized that their operational data, the codebases, the design docs, the decisions made under pressure, is an asset in its own right, not just a byproduct of building the business. These are forward-thinking teams choosing to partner with a security-minded, responsible data partner to turn that operational history into another line of business unto itself. Wound down or actively building, if you're sitting on that kind of data and are interested in learning more – please DM directly.

Come find us in booth B460 at #ICML2026!

ICML attendees, we want to meet you! Swing by booth B406, to meet the team.

Celebrating the freedom to build, innovate, and imagine what’s next. Happy 4th of July from the Turing team. 🇺🇸

Benchmarks are hitting record scores. Scientists are still waiting for models that help them finish the actual work. At @ICMLconf in Seoul, Turing's Charlotte Tao will discuss a new framework for evaluating frontier AI on real scientific workflows, not just auto-gradable subtasks. Catch her talk, "Advancing Frontier Scientific Capabilities, Today and Tomorrow." #ICML2026, Seoul, July 6-11.

We are hiring for the Growth Team at Turing! We're looking for exceptional talent for two exciting roles on our team: Community Manager (Brazil or US) - Help build and scale Turing's AI community through social, events, partnerships, and ambassador programs. If you've grown communities and love turning engagement into measurable impact, we'd love to talk. Growth StratOps Associate (Remote/India) - Work directly with the Head of Talent Growth to drive strategy, analytics, and cross-functional execution across our AI talent marketplace. Perfect for someone who thrives in fast-paced, high-ownership environments and enjoys solving complex growth challenges. You'll work alongside world-class teams helping build the future of AI. Links below.

Frontier models don't just need harder questions. They need better signals. Our Advanced Reasoning Rubrics dataset captures how experts evaluate reasoning, not just outcomes, making failures visible and improvement measurable. Download the dataset on @huggingface below:

Heading to ICML 2026 in Seoul? Join Turing for an exclusive Happy Hour on Wednesday, July 8 from 6:00-9:00 PM. Meet the researchers, enterprise AI leaders, and innovators turning frontier AI models into real-world impact. Connect with peers, exchange ideas, and expand your network over drinks and hors d'oeuvres. Spots are limited. Register below to get the venue details and reserve your place. #ICML2026

Watch the full interview here: piped.video/watch?v=0fkPmeB3…

The founder compilation video is 🤯: piped.video/O1sQOyJ5Q1M

Main conference, tutorials, workshops -- Booth #8406 Seoul is the place to be July 6-11. See you at COEX. #ICML2026

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.