Diamond
Abaka AI
Human Intelligence Data For Frontier AI
Abaka AI is a full-lifecycle data partner for AI teams — data collection, curation, annotation, and model evaluation across text, image, audio, video, 3D, and agent/RL data. We work with 1,000+ AI labs, partners, and research groups across autonomous driving, generative AI, and embodied AI.
Abu Dhabi Investment Authority - ADIA
Diverse Perspectives, Unified in Purpose
Established in 1976, ADIA is a globally-diversified investment institution that prudently invests funds on behalf of the Government of Abu Dhabi through a strategy focused on long‑term value creation.
Amazon
Customer-obsessed science
Customer-obsessed science.
Anthropic
Reliable, interpretable and steerable AI
Anthropic is an AI research and development company that creates reliable, interpretable, and steerable AI systems. Anthropic’s flagship product is Claude, a large language model trusted by millions of users worldwide. Learn more about Anthropic and Claude at anthropic.com.
Apple
Join us. Be You.
Apple is where individual imaginations gather together, committing to the values that lead to great work. Here, you’ll do more than join something — you’ll add something. Every new product, service, or feature we create is the result of people making each other’s ideas stronger.
Baseten
AI inference platform
Baseten’s AI inference platform offers industry-leading performance, security, and scale for organizations building AI products. With features like on-chip model optimization, autoscaling, and a developer-friendly interface, Baseten enables rapid, secure, and cost-effective deployment, ensuring businesses can maintain competitive user experiences while adhering to strict compliance requirements.
Biohub
Leading the era of AI-powered biology
Biohub is a 501(c)(3) biomedical research organization building the first large-scale initiative to combine frontier AI and frontier biology to solve disease. With its compute capacity, AI research and engineering, and state-of-the-art technology for measuring, imaging, and programming biology, Biohub is enabling scientists worldwide to use AI-powered biology to study how cells operate and organize as systems — ultimately understanding why disease happens and how to cure or prevent
Citadel and Citadel Securities
Global hedge fund driven by data insight
Citadel is a global multi-strategy hedge fund that invests across asset classes using advanced quantitative research and fundamental analysis, while Citadel Securities is a leading market-making firm that provides liquidity and executes trades across equities, options, and other financial instruments worldwide.
Cloud Native Computing Foundation/PyTorch Foundation
Making Cloud Native Computing Ubiquitous
The CNCF makes cloud-native computing ubiquitous. Its flagship project, Kubernetes, is the de facto cloud operating system, automating container management at scale.
Today, CNCF tech powers most AI systems, using Kubernetes to orchestrate massive GPU clusters for LLM training and inference. Alongside its sister organization, the PyTorch Foundation (the leading AI framework), CNCF ensures the entire AI stack remains open, scalable, and vendor-neutral.
Commonwealth Bank
Global AI leadership in banking
CommBank is one of Australia’s leading banks, applying AI and machine learning to real-world challenges including fraud and scam detection, risk and customer service. We are focused on responsible AI that is well governed and designed for real-world use at scale.
D. E. Shaw Research
Transforming Drug Discovery
D. E. Shaw Research (DESRES), based in New York City, develops and uses advanced computational technologies, including molecular simulations and machine learning, to understand the behavior of biologically and pharmaceutically significant molecules at an atomic level of detail, and to design precisely targeted, highly selective drugs for the treatment of various diseases.
DRW
Where markets are made.
DRW is a diversified trading firm with decades of experience leveraging sophisticated technology and exceptional talent to compete across global markets and a broad range of asset classes. With headquarters in Chicago and offices across the U.S., Canada, Europe, and Asia, we operate with a high degree of autonomy and adaptability, allowing us to move quickly, pursue opportunities globally, and trade using our own capital and risk.
Google
Research to Reality
Google is home to world-class research teams, whose foundational breakthroughs have helped usher in a new era of AI.
G-Research
Curious minds. Complex problems. Endurin
We are a leading quantitative research and technology firm. We combine world-class people with the power of machine learning, AI and advanced analytics to build smart strategies that succeed over time.
Handshake AI
Advancing frontier AI with human experti
Handshake has spent a decade helping students launch careers. As AI reshapes work, we’re stepping up to prepare our network for the AI economy. With Handshake AI, we connect skilled talent to leading AI labs—enabling people to monetize expertise, build AI skills, and contribute to frontier model development.
Hudson River Trading
Built by coders. Led by coders.
Hudson River Trading is a multi-asset class quantitative trading firm that provides liquidity on global markets and directly to our clients. We have built one of the world’s most advanced computing environments for research and development, modeling, and risk management, and are at the forefront of technical innovation for financial markets everywhere. We are thoughtful market leaders, committed to the health and longevity of global markets.
IMC
Trading powered by cutting-edge research
IMC is a research and technology-driven trading firm with diversified strategies across global markets. We apply advanced ML to expand features, models, and strategies that predict market behaviour and enhance performance. We're looking for PhD and industry candidates to help tackle some of the most challenging and impactful problems in quantitative finance.
Jane Street
Deep Learning for Quantitative Trading
Jane Street is a quantitative trading firm that trades on more than 200 venues in 45 countries. Our machine learning team works on the neural network models driving our trading strategies, and builds the infrastructure that make training and inference possible. We’re looking for smart and curious individuals from industry and academia to shape the future of ML at Jane Street.
Jump Trading
We build to win.
Jump Trading is a leading global trading firm that combines sophisticated quantitative research, cutting-edge technology, and an entrepreneurial culture. We leverage our proprietary technology to analyze massive data sets and identify trends in global markets.
Lambda
The Superintelligence Cloud
Lambda, The Superintelligence Cloud, is a leader in AI cloud infrastructure serving tens of thousands of customers. Our customers range from AI researchers to enterprises and hyperscalers. Lambda's mission is to make compute as ubiquitous as electricity and give everyone the power of superintelligence. One person, one GPU.
Mercor
Organizing Human Intelligence
Mercor is organizing human intelligence to power the AI economy. The company partners with leading AI labs and enterprises to train frontier models using human expertise. With a talent network of more than 30,000 people across hundreds of domains, Mercor is building a new category of work where expertise powers AI advancement. Headquartered in San Francisco, Mercor is backed by Benchmark, Felicis, and General Catalyst.
Meta
Meta
We’re advancing AI for a more connected world.
Microsoft
Fundamental research
Microsoft Research conducts fundamental science and technology research across a spectrum of research areas. With labs around the globe we pursue breakthroughs across the computing and AI stack to accelerate discovery across sciences and advance the frontiers of computing and AI to create new foundations for others to build upon.
Optiver
Research Powered Trading
We are a team of engineers, mathematicians and scientists working to predict the future. Solving financial markets presents one of the most fascinating, complex, high-stakes quantitative problems in existence today.
Markets are always evolving. They change every nanosecond, generating trillions of data points. We design trading algorithms that rely on complex ML models to anticipate moves. In a hyper-competitive space like trading, we are constantly innovating at speed to win.
Qualcomm
Engineering human progress
Qualcomm is a global computing leader at the center of the AI era, enabling intelligence to scale from the most personal devices to large scale infrastructure. Building on more than four decades of innovation, we develop platforms and solutions that bring together advanced AI, high performance, low power computing, and industry leading connectivity—powering products and services used around the world. At Qualcomm, we are engineering human progress.
Reflection
Make intelligence open and accessible
Reflection is a research lab making intelligence open and accessible for everyone to use, customize, and build on. We build AI systems that give enterprises, governments, and sovereign entities control over their intelligence, while delivering the highest standards of performance and safety.
Our mission: make intelligence open and accessible to all.
Scale AI
Breakthrough AI from Data to Deployment
Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.
Shopify
Make Commerce Better for Everyone
Shopify is the all-in-one commerce platform to start, run, and grow a business. Shopify puts independence within reach for anyone with a dream to start a business. We propel entrepreneurs and enterprises to scale the heights of their potential. Since 2006, we’ve grown to 10,000 employees and generated over $496 billion in sales for millions of merchants in 175 countries.
Snorkel AI
Snorkel AI | Frontier AI Data Lab
Snorkel is where expert data development meets applied AI research. We build and apply our platform to deliver the datasets, benchmarks, and evaluation methods that help AI and agentic systems perform in the real world.
Susquehanna
Where others see noise, we find signal.
Susquehanna is a global leader in quantitative research and trading, driven by cutting-edge machine learning and deep learning techniques. We build high-performance models to forecast price dynamics, liquidity, and market impact. Our integrated teams of researchers, engineers, and traders solve complex real-world problems, supported by rigorous training and a culture of continuous innovation.
TD Bank / Layer 6
More Human
TD Bank Group offers products and services to over 28 million customers worldwide. Through our AI research lab – Layer 6, we develop and deploy industry-leading AI and machine learning systems to advance the field of artificial intelligence in the financial services industry.
The D. E. Shaw Group
A global investment and technology firm
The D. E. Shaw group is a global investment and technology development firm founded in 1988 with more than 3,000 people around the world. Members of our technical staff collaborate on challenging problems that directly impact the firm’s continued success, utilizing their analytical, mathematical, and software design skills as well as some of the most advanced computing resources in the world.
Together AI
The AI Native Cloud
Together AI is the AI Native Cloud, purpose-built for AI engineers and researchers. It offers a full-stack platform spanning inference, model shaping, and pre-training — from a high-performance inference engine to on-demand GPU clusters and large-scale AI factories. By combining cutting-edge research with production-grade infrastructure, Together AI helps companies scale AI applications as fast as the field evolves. Trusted by Cursor, Eleven Labs, Salesforce, Zoom, and more, it powers the next g
Tower Research Capital
Many Teams. One Home.
Many Teams. One Home. Powered by a high-performance technology platform, Tower is home to the world’s best quantitative trading teams – trading across any time horizon, any market, and any asset class.
Waymo
A driver that never gets tired or angry.
Our mission is to be the world’s most trusted driver. On this path, we aim to offer freedom of movement for all, create a sustainable, efficient transportation ecosystem, and make the planet better than we found it.
Platinum
G-Research
Curious minds. Complex problems. Endurin
We are a leading quantitative research and technology firm. We combine world-class people with the power of machine learning, AI and advanced analytics to build smart strategies that succeed over time.
Hi! Paris
Hi! PARIS: AI for Science & Society
Hi! PARIS is the Center on Data Analytics and Artificial Intelligence for Science, Business and Society, founded by Institut Polytechnique de Paris and HEC Paris, in partnership with Inria. Extended as an IA-Cluster within France 2030, with CNRS and UTT, it advances interdisciplinary research, education, innovation and public dialogue in AI.
Innodata Inc.
Train & Deploy Industry Leading Gen AI
"Innodata (Nasdaq: INOD) is a global data engineering company. We believe that data and Artificial Intelligence (AI) are inextricably linked. Our mission is to enable the responsible advancement of artificial intelligence by providing the data, evaluation frameworks, and human expertise required to build AI systems that can be trusted at scale. We provide a range of transferable solutions, platforms, and services for Generative AI / AI builders and adopters.
Inria
Digital sovereignty through research
French national institute for research in digital science and technology, Inria leads over 300 research and innovation projects in partnership with universities and the digital ecosystem (businesses, entrepreneurs, and public stakeholders). We develop practical solutions such as software, tech startups, partnerships with national companies, and cutting-edge training programmes. Our goal is to drive scientific, technological, and industrial excellence to ensure France’s digital sovereignty.
Mistral AI
Frontier AI, in your hands.
Mistral is a pioneer company in generative artificial intelligence, empowering the world with the tools to build and benefit from the most transformative technology of our time. The company democratizes AI through high-performance, optimized, and cutting-edge open-source models, products and solutions as well as end-to-end infrastructure with Mistral Compute.
![PR[AI]RIE](/static/core/img/sponsor_logos/neurips-2026-prairie.svg?v=1780047875)
PR[AI]RIE
#IA #Education #Research #Innovation #Fr
PR[AI]RIE brings together 125 internationally renowned AI scientists, covering all core areas of artificial intelligence as well as AI applications for the sciences. They work in close collaboration with public and private stakeholders across all application domains with a particular focus on health. Contributions from the social sciences researchers further enrich our understanding of AI’s impact on society and economy. PR[AI]RIE has also built an extensive network of international partners.
SCAI
Sorbonne Univ's interdisciplinary AI hub
SCAI (Sorbonne Cluster for Artificial Intelligence) is Sorbonne University Alliance's unified research and teaching center dedicated to artificial intelligence. It federates communities across the faculties of Arts & Humanities, Science & Engineering, and Medicine, as well as alliance members. Present in Paris and Abu Dhabi since 2019, SCAI promotes interdisciplinary research, education, and collaboration between researchers, students, and industry partners.
SSFAM
Connecting French ML researchers
SSFAM is the French scientific society for machine learning. It brings together the research community around machine learning in France through scientific exchanges, events and collective initiatives. Its aim is to promote collaboration between researchers, students, industry, institutions and partners, while contributing to the visibility and structuring of the field.
Platinum
AfterQuery
We teach machines how experts think.
AfterQuery is a research lab investigating the boundaries of AI capabilities. We are a trusted partner to every frontier lab. We create open-source benchmarks and evaluation suites to identify the limitations of existing models, and curate industry-leading human datasets to enhance AI's professional expertise.
AMD (Advance Micro Devices, Inc)
Build, optimize & scale AI on AMD
For more than 50 years AMD has driven innovation in high-performance computing, graphics and visualization technologies. Billions of people, leading Fortune 500 businesses and cutting-edge scientific research institutions around the world rely on AMD technology daily to improve how they live, work and play. AMD employees are focused on building leadership high-performance and adaptive products that push the boundaries of what is possible.
BlackRock Systematic
Data. Innovation. Alpha.
BlackRock Systematic is the main quantitative investing unit of BlackRock. BlackRock is the world's largest asset manager, managing more than fifteen trillion dollars of client assets.
Cantina Labs
Building characters for social AI
Cantina Labs is a social AI company, developing a suite of advanced real-time models that push the boundaries of expression, personality, and realism. We bring characters to life, transforming how people tell stories, connect, and create. We build and power ecosystems. Cantina, our flagship social AI platform, is just the beginning.
Canva
Where human creativity meets AI at scale
Canva is an AI-first visual communication platform empowering over 220 million monthly users across 190 countries to design without limits. Built on proprietary multimodal AI models spanning text, image, video, and layout, Canva AI transforms creative intent into polished output — at scale, in seconds. Our mission is simple: empower the world to design.
Capital One
Advancing the frontier of AI
Advancing the frontier of AI and scientific discovery in finance.
Cerebras Systems
World's Fastest AI
Cerebras is building the fastest AI infrastructure in the world. Our Wafer-Scale Engine 3 is the world’s largest and fastest commercialized AI processor. 58 times larger than a leading GPU chip, the WSE-3 uses a fraction of the power per unit compute while delivering inference up to 15 times faster than leading GPU-based solutions as benchmarked on leading open-source models. Leading corporations, research institutes, and governments on four continents chose Cerebras to run their AI workloads.
Cohere
Own Your AI
Cohere is the leading security-first enterprise AI company. We build foundation AI models and end-to-end products that solve real-world business problems. Cohere Labs is Cohere's research lab that seeks to solve complex machine learning problems. Together we are a global technology company co-headquartered in Toronto and San Francisco, with key offices in London, New York, Montreal, Seoul, and Paris.
Datadog
AI-Powered Observability and Security
Datadog is an observability and security platform that unifies metrics, traces, logs, security signals, and more across your stack into a single pane of glass. Observe any stack at any scale, secure applications from code to cloud, and act faster with automated workflows all in Datadog. Your data is enhanced with AI-powered insights and automated remediation, streamlining collaboration between Dev, Ops, and Security teams for faster troubleshooting and improved system health and security.
Deccan AI
Build Super Accurate AI.
Build Super Accurate AI with Deccan AI. We help advance frontier AI through RL Gyms, research-grade evals, benchmarks, and novel datasets at scale.
IBM
THINK
A leading provider of hybrid cloud and AI, and consulting expertise. We help clients in over 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. IBM's breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and consulting deliver open and flexible options to our clients.
Intel
That’s the power of Intel Inside®
Intel underpins everyday life. We design and manufacture technology that helps us all connect, create, and achieve great things—together. We deliver AI experiences that power businesses with industry-defining platforms. With 50 years of unmatched innovation and global scale, you get the reliability and resilience you need to launch into a future full of creativity and ingenuity.
JPMorganChase
Unlocking Firmwide with AI
Our Machine Learning Center of Excellence and AI Research teams deliver excellence at the intersection of innovative machine learning and industry expertise while exploring cutting-edge research in the world of AI in finance.
LinkedIn
The network that works for you
From scaling our platform to designing what’s next, we're building what's needed to connect the world's professionals to economic opportunity
MATS Research
Solving the AI Safety Talent Bottleneck
MATS is an independent research and educational seminar program dedicated to solving the talent pipeline bottleneck in AI alignment, transparency, and security research. We believe reducing risks from powerful AI is one of the world's most urgent and talent-constrained challenges, and that ambitious people from a wide range of backgrounds and career stages can meaningfully contribute to this work. We offer research fellowships to train the next generation of AI safety researchers and founders.
Mistral AI
Frontier AI, in your hands.
Mistral is a pioneer company in generative artificial intelligence, empowering the world with the tools to build and benefit from the most transformative technology of our time. The company democratizes AI through high-performance, optimized, and cutting-edge open-source models, products and solutions as well as end-to-end infrastructure with Mistral Compute.
Modal
AI infra developers love
Every era of computing came with workloads that previous infrastructure couldn't serve: mainframes, databases, the cloud. Each time, the company that rebuilt the layer underneath defined the decade. AI is no different, except it touches everything instead of one slice. The window to build is open right now. Customers rely on Modal for instant GPU access, sub-second container starts, and native storage, so it's easy to serve low-latency inference, fine-tune models, and access sandboxes at scale
NTT DATA AIVista
Last-mile specialization of your agentic
NTT DATA AIVista is a wholly owned subsidiary of NTT DATA, headquartered in the Bay Area and operates as a startup. The team comprises of AI talent from Amazon, Microsoft, Meta, Google, Apple, and frontier startups. The AIVista Platform turns foundation models into specialized agents that run mission-critical regulated operations reliably and at scale. Built by AIVista. Deployed by NTT DATA.
NVIDIA
Accelerated Computing
NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and digital twins is transforming the world's largest industries and profoundly impacting society.
Prior Labs
Building tabular foundation models
Prior Labs is building breakthrough foundation models that understand spreadsheets and databases - the lifeblood of science and business. While foundation models have transformed text and images, tabular data has remained largely untouched. We're tackling this opportunity to revolutionize how we approach scientific discovery, medical research, financial modeling, and business intelligence.
Salesforce
Welcome to the Agentic Enterprise
Welcome to the Agentic Enterprise, Where humans and agents drive customer success together. Salesforce brings together Slack, Agentforce, Customer 360, and Data 360 on one trusted platform, so teams move faster and act with confidence — with humans and agents working inside the systems that run your business.
Sony Group Corporation
Sony, Creative Entertainment Vision, AI
As a creative entertainment company, Sony seeks to utilize AI to unleash the potential of human creativity. For artists and creators, we aim to elevate their creativity to the next level. For those who enjoy entertainment, we aim to transform their lifestyles. Through this, we aspire to revolutionize culture and bring inspiration to lives around the world.
Thomson Reuters
Can we provide this at a later time?
At Thomson Reuters, we combine trusted content with advanced technology to empower professionals across legal, tax, risk, journalism, and compliance. With access to one of the world’s richest proprietary datasets curated by thousands of subject-matter experts, we develop professional-grade AI rooted in a strong culture of collaborative innovation. Join us as we advance cutting-edge research and industry-leading solutions to create real-world impact for customers across the globe.
Toloka
Training data for AI agents and LLMs
From agentic skills to coding and AI safety — we build data solutions integrating human expertise and technology to accelerate AI development.
Turing
Turn frontier models into business
Turing is a leading AI infrastructure company for frontier AI labs and a trusted partner for enterprises, helping teams train superintelligence by building proprietary intelligence systems with the data, talent, and infrastructure they need.
Two Sigma
We are the hypercurious
Two Sigma is a leading quantitative investment management and trading firm. The company applies a scientific approach to investing, combining cutting-edge technology, artificial intelligence, data science, and quantitative research with rigorous human inquiry to capitalize on market opportunities and deliver alpha for investors. Founded in 2001, Two Sigma employs over 1,700 curious minds.
Platinum
Baseten
AI inference platform
Baseten’s AI inference platform offers industry-leading performance, security, and scale for organizations building AI products. With features like on-chip model optimization, autoscaling, and a developer-friendly interface, Baseten enables rapid, secure, and cost-effective deployment, ensuring businesses can maintain competitive user experiences while adhering to strict compliance requirements.
Google
Research to Reality
Google is home to world-class research teams, whose foundational breakthroughs have helped usher in a new era of AI.
Susquehanna
Where others see noise, we find signal.
Susquehanna is a global leader in quantitative research and trading, driven by cutting-edge machine learning and deep learning techniques. We build high-performance models to forecast price dynamics, liquidity, and market impact. Our integrated teams of researchers, engineers, and traders solve complex real-world problems, supported by rigorous training and a culture of continuous innovation.
Gold
42
42 is an AI research company
42 is an AI research company building an autonomous AI Scientist, a system for automating scientific discovery through a closed loop of hypothesis generation, experimentation, and real-world feedback, without human intervention.
AMD (Advance Micro Devices, Inc)
Build, optimize & scale AI on AMD
For more than 50 years AMD has driven innovation in high-performance computing, graphics and visualization technologies. Billions of people, leading Fortune 500 businesses and cutting-edge scientific research institutions around the world rely on AMD technology daily to improve how they live, work and play. AMD employees are focused on building leadership high-performance and adaptive products that push the boundaries of what is possible.
Capital Fund Management
Insight.Data.Clarity.
Founded in 1991, we are a global quantitative and systematic asset management firm applying a scientific approach to finance to develop alternative investment strategies that create value for our clients.
We value innovation, dedication, collaboration, and the ability to make an impact. Together, we create a stimulating environment for talented and passionate experts in research, technology, and business to explore new ideas and challenge existing assumptions.
Google
Research to Reality
Google is home to world-class research teams, whose foundational breakthroughs have helped usher in a new era of AI.
MathWorks
Accelerating the pace of engineering
MATLAB and Simulink are used as fundamental modeling and simulation tools for research and development wherever engineering and science is applied. More than 6,500 colleges and universities use MATLAB and Simulink for teaching and research. MathWorks products also help prepare students for careers in industry, where the tools are widely used for algorithm development, data analysis, visualization, and numeric computation.
Meta
Meta
We’re advancing AI for a more connected world.
Neko Health
A completely new healthcare experience.
Neko Health is a health technology company that opened its first clinic in Stockholm in 2023, founded by Daniel Ek and Hjalmar Nilsonne. Neko Health designs and engineers its own hardware, software, and clinical protocols in-house, powering a one-hour full-body Neko Health Scan delivered across clinics in Stockholm, London, Manchester, Birmingham, and New York.
NVIDIA
Accelerated Computing
NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and digital twins is transforming the world's largest industries and profoundly impacting society.
Prior Labs
Building tabular foundation models
Prior Labs is building breakthrough foundation models that understand spreadsheets and databases - the lifeblood of science and business. While foundation models have transformed text and images, tabular data has remained largely untouched. We're tackling this opportunity to revolutionize how we approach scientific discovery, medical research, financial modeling, and business intelligence.
Qube Research and Technologies
Data, Research, Technology, Trading
QRT is a global multi strategy investment manager where we deploy a diverse range of investment strategies across geographies, asset classes and time frames.
Combining data, research, technology and trading expertise has shaped QRT’s collaborative mindset which enables us to solve the most complex challenges.
QRT’s culture of innovation continuously drives our ambition to deliver high quality returns for our investors.
Squarepoint
Applying ML in trading strategies.
Squarepoint is a leading global investment manager that uses a rigorous scientific approach to construct a diversified portfolio of systematic and quantitative strategies.
White Circle
Control and safety layer
White Circle is a control and safety layer that helps teams test, monitor, and improve AI systems in production.
It acts as a control layer on top of AI models, giving companies visibility, safety, and optimisation tools in one place.
Gold
alchedata.ai
Alchedata builds the data infrastructure
Alchedata builds the data infrastructure powering the next generation of AI. Founded by veterans across AI data, multimodal pipelines, and enterprise-scale data operations, we deliver what generic data vendors cannot: domain-specific, multimodal data on a closed-loop platform with embedded evaluation and reinforcement learning (RL) to drive continuous model improvement. The engine behind this is Nvex — our product platform that turns a model's failures into better checkpoints.
AMC Robotics Corporation
Smart robotics for a smarter future
AMC Robotics Corporation (Nasdaq: AMCI) develops AI-powered smart security and robotics solutions. Its next-generation embodied intelligent robot dogs combine advanced mobility, perception, and autonomy for inspection, security patrol, and logistics, powered by a unified AI platform for model training, inference, and robotic control.
Capital One
Advancing the frontier of AI
Advancing the frontier of AI and scientific discovery in finance.
Goaly AI
Continual Learning for Proprietary AI
We’re building toward a world where every company can become its own AI lab.
Goaly is a AI startup founded by ex-Meta MSL engineers and researchers. Our mission is to dramatically lower the cost, time, and talent barriers to building proprietary AI — and make each generation of models faster and cheaper to build than the last.
NVIDIA
Accelerated Computing
NVIDIA pioneered accelerated computing to tackle challenges no one else can solve. Our work in AI and digital twins is transforming the world's largest industries and profoundly impacting society.
SambaNova
The Relentless Pursuit of Intelligence
SambaNova, the leading provider of fully integrated heterogeneous AI infrastructure, enables organizations to turn advanced AI models into production systems by delivering fast and efficient premium inference. SambaNova ensures organizations can scale for the power demands of AI workloads tomorrow.
Sieve
The multimodal data lab.
Sieve builds the data and environments frontier AI labs use to train the next generation of multimodal systems. We combine exabyte-scale data infrastructure with large-scale operations to create high-quality datasets across rich modalities. Our work supports generative media, multimodal reasoning, world models, and agentic systems.
Silicon Dreams
TBD
TBD
Workday
Workday, Inc
Workday operates at the heart of the enterprise—HR, finance, and IT—where the margin for error is effectively zero. By tightly coupling AI with the context, guardrails, and trusted processes that run the business, Workday goes beyond AI that assists with work to agents that are capable of driving measurable outcomes. More than 11,500 organizations worldwide, including more than 65% of the Fortune 500, trust Workday to deliver. For more information about Workday, visit workday.com.
Gold
Abridge
Intelligence Layer for Healthcare
Founded in 2018, Abridge is the leading enterprise-grade AI platform for clinical conversations trusted by more than 250 health systems. Powered by a purpose-built system of intelligence for healthcare, the company is building real-time bridges between patients, providers, and payers.
Arm
Powering the Future of AI Compute
Arm is the industry’s highest-performing and most power-efficient compute platform with unmatched scale that touches 100 percent of the connected global population. To meet the insatiable demand for compute, Arm is delivering advanced solutions that allow the world’s leading technology companies to unleash the unprecedented experiences and capabilities of AI. Together with the world’s largest computing ecosystem and 22 million software developers, we are building the future of AI on Arm
Beijing Academy of Artificial Intelligence (BAAI)
To become an AI innovation leader.
Beijing Academy of Artificial Intelligence (BAAI), founded in Nov 2018, is a non‑profit R&D institute. It aims to lead AI innovation, foster a globally optimal ecosystem for academic and technological breakthroughs, tackle fundamental questions and critical challenges, and serve as a global source of AI ideas, theories, top talent, corporate innovation, and policy. BAAI is dedicated to advancing the sustainable development of humanity, the environment, and intelligence.
Bespoke Labs
Reliable agents need real environments
Bespoke Labs is a data research lab that builds reinforcement learning (RL) environments and infrastructure, enabling frontier labs and enterprises to train long-horizon agents for production. Bespoke designs, verifies, and ships the RL environments, task data, and curation research that frontier labs, neolabs, and enterprises use to train and trust their agents.
Cartesia AI
Architecting AI
The #1 real-time speech and transcription models purpose-built for voice agents. One API, no tradeoffs between quality and speed.
Cognition
Makers of the AI software engineer Devin
Cognition is the applied AI lab behind Devin, the AI software engineer. Devin works end-to-end on complex engineering tasks — understanding codebases, writing code, testing, and iterating autonomously until the work is merge-ready — empowering every team to build and ship more. Cognition partners with leading enterprises across financial services, technology, and beyond.
Current Robotics
We build intelligence for humanoid.
Current Robotics builds humanoid intelligence through human data, foundation models, and interactive world models. Our HumanEx wearable data collection system captures human motion and interaction to support scalable robot learning, evaluation, and deployment.
DatologyAI
Automatic Data Curation for AI Models
DatologyAI delivers fully automated, scalable data curation allowing customers to optimize training efficiency, maximize performance, and reduce compute costs with data curation that’s easy to implement and to generalize across models.
EG Manager UK LLP
Engineers Gate
Engineers Gate is a quantitative investment company focused on computer-driven trading in global financial markets.
ElevenLabs
Frontier audio AI research company
ElevenLabs is an AI company that transforms how people and businesses communicate with the world. We build the industry’s leading AI voice and audio models, and deliver those in a platform that can power every interaction across a company: from AI agents for sales, support, and business operations, to creative tools for marketing and media.
Embo Inc.
World models for humanoid robots
World models for humanoid robots
Evaratus (prev. Scaler AI Labs)
Enabling AI to do real work.
Evaratus (prev. Scaler AI Labs) is the data and environments partner for frontier AI. We build high-signal datasets, executable environments, and benchmarks that target where models and agents fail. By combining deep research with expert and enterprise networks, we turn hard-to-source knowledge work into the data and workflows needed to push next-generation AI capabilities forward.
Figma
can send in later
Figma is where teams come together to turn ideas into the world’s best digital products and experiences. Founded in 2012, Figma has evolved from a design tool to a connected, AI-powered platform that helps teams go from idea to shipped product.
Flow Traders
Flow Traders
Flow Traders brings together traders, quantitative researchers, engineers, mathematicians and computer scientists to solve complex problems in finance. As a leading global trading firm, we analyze vast and often noisy datasets to develop proprietary quantitative models. With over 20 years of experience and more than 600 professionals worldwide, we are expanding our quantitative research and ML capabilities as markets become increasingly technology-driven and continuous.
Gimlet Labs
Faster inference. Better economics.
Gimlet Labs is an applied research lab advancing the next generation of AI computing systems. Today's infrastructure is undergoing a massive transformation to serve AI workloads efficiently and at scale. Gimlet Labs is building the agentic inference cloud, powered by a multi-silicon architecture that delivers lower latency, higher throughput, greater concurrency, and lower cost across production AI workloads.
LawZero
Safe AI for Humanity
LawZero is a nonprofit startup developing technical solutions for highly-capable, safe-by-design AI systems.
Our scientific direction is based on groundbreaking research led by Professor Yoshua Bengio, a globally recognized expert in AI and the world’s most cited living scientist across all fields.
Liquid AI
Efficient general-
purpose AI
Liquid is building AI for the real world. We are an MIT spin-off and foundation model company with offices in Boston, San Francisco, and Tokyo.
micro1
the AI platform for human intelligence
micro1 is a data lab focused on producing high-quality data to power frontier AI models and agent performance.
Mila - Quebec AI Institute
Shaping the Future of Intelligence
Mila is recognized worldwide for its major contributions to AI and its community boasts the largest concentration of deep learning academic researchers in the world. The research institute, based in Montréal, Québec, Canada, is recognized for its expertise and significant contributions in areas such as modeling language, machine translation, object recognition and generative models.
Neara
Geospatial AI in critical infrastructure
Neara is a Series D venture-backed tech company headquartered in Sydney. We're the first physics-enabled digital twin that moves infrastructure owners from seeing “what is” to understanding “what if.” By unifying historically fragmented data and workflows into a geometrically precise model that behaves just like real-world assets, Neara applies advanced machine learning to bring structural precision to simulations, intervention planning, and investment prioritisation across any risk context.
Poindexter Labs
Because data shouldn’t be a dirty word
Poindexter Labs is an AI capability and efficiency lab for teams building and improving frontier systems. We combine specialist expertise, research-grade standards and proprietary workflow technology to design evaluations, coordinate expert collaboration and produce reliable evidence of model capability. Our platform, syncronus, is built for domain experts to challenge, evaluate and train models directly, without the loss of crucial reasoning.
Point72, L.P.
Build it here.
Point72 is a leading global alternative investment firm led by Steven A. Cohen. Cubist Systematic Strategies is the systematic investing business of Point72. We deploy systematic, computer-driven trading strategies across multiple liquid asset classes.
Prolific
Human insight for AI's hardest questions
Prolific helps AI researchers and developers collect high quality human data for model evaluation, alignment, safety and training. Through verified participants and domain experts, precise audience targeting, research-grade quality controls, and self serve, API or fully managed workflows, teams can generate transparent, reproducible human feedback quickly and at scale.
Quadrillion
Automated research intelligence.
Quadrillion is a research lab building agents for complex research problems. We train models and build systems that will power the next wave of scientific discovery.
Qube Research and Technologies
Data, Research, Technology, Trading
QRT is a global multi strategy investment manager where we deploy a diverse range of investment strategies across geographies, asset classes and time frames.
Combining data, research, technology and trading expertise has shaped QRT’s collaborative mindset which enables us to solve the most complex challenges.
QRT’s culture of innovation continuously drives our ambition to deliver high quality returns for our investors.
rednote
inspire lives
rednote is a fast-growing internet company. Born in Shanghai in 2013, we serve 400
million monthly active users worldwide today. We are where people share real, positive
living and interests, and where they turn first to search for life’s answers. We fuel a
sustainable ecosystem for millions of merchants and buyers through ads and e-commerce.
From algorithmic equity to cutting-edge AI, we always make tech innovations for all.
SAP SE
Bring out your best
SAP is one of the world's leading producers of software for the management of business processes. For over 50 years, organisations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. We are committed to helping the world run better and improving people's lives. Our vision is to bring out the best in every business.
Sieve
The multimodal data lab.
Sieve builds the data and environments frontier AI labs use to train the next generation of multimodal systems. We combine exabyte-scale data infrastructure with large-scale operations to create high-quality datasets across rich modalities. Our work supports generative media, multimodal reasoning, world models, and agentic systems.
Singapore
A Thriving Digital Future for All
Singapore's Smart Nation initiative is a whole-of-nation effort led by the Ministry of Digital Development and Information. Launched in 2014 and refreshed in 2024, Smart Nation 2.0 aims to harness technology to help people live meaningful and fulfilling lives, while building a trusted and inclusive digital future for all.
Snowflake Inc.
Where Data Does More
From ingesting and processing data to analyzing and modeling it, to building and sharing data and AI applications, Snowflake helps you innovate faster and do more with your data.
Sovrano AI
Sovrano AI
Sovrano AI is Europe's expert network for frontier AI evaluation and training data. We bring together 400+ credentialed domain experts from the top 200 universities in Europe. This includes a core focus across STEM, finance, business, and high-stakes professional judgment to author/grade the regulated, real world tasks that demand expert level reasoning. We build reward signal and evaluations to a research standard: written rubrics, blind model responses, and independent expert scoring.
Stripe
Economic Infrastructure for AI
Stripe is a financial infrastructure platform helping businesses accept payments, manage revenue, and build financial products. Operating in 50+ countries, Stripe powers millions of businesses — from startups to global enterprises — with tools for billing, payouts, fraud prevention, and more. As the economic infrastructure for AI, Stripe is trusted by OpenAI, Anthropic, ElevenLabs, and Runway to power the AI economy.
Taste Labs
Decoding subjective judgement
We're building the taste data & infra layer for AI. We turn subjective judgment, starting with design, into data models can learn from and tools agents can use, so outputs don't just work, they feel right. Taste is a hybrid research lab and infrastructure company, backed by an $18.5M seed, and already partnering with the top frontier labs.
UNIPATAI PTE. LTD.
Free Humans to Create
Unipat is a research team dedicated to post-training data for foundation models. Its core research members hail from leading model research teams such as Tongyi,Qwen,Seed,Kimi. The company primarily focuses on providing high-quality training data and reinforcement learning environments for LLMs and VLMs, covering dataset construction and engineering support across various domains. Leveraging its own extensive expert platform, Unipat also provides model evaluation services for leading enterprises
Verda
The full-stack AI cloud
Verda is the full-stack AI cloud for teams doing serious AI work: training, fine-tuning, and serving models in production. We win on engineering, not hardware reselling: real performance and reliability work across the full stack, plus an AI Lab that co-designs with customers on the hardest problems. Fast to start, built to scale.
VESSL AI, Inc.
AI Cloud for All Models
VESSL AI is a specialized neocloud built to help frontier AI researchers overcome the infrastructure bottleneck. On a single platform, teams get instant access to compute from 1 GPU to clusters in the 1,000s, with full flexibility through our VESSL orchestration layer, across the full model lifecycle from pretraining and post-training to inference. AI labs, AI for science teams, physical AI companies, and academic institutions run on VESSL.
WorldQuant LLC
WorldQuant
WorldQuant is a global quantitative asset management firm. Founded in 2007 by Igor Tulchinsky with the belief that talent is global, but opportunity is not. WorldQuant has more than 1,100 employees spread among 28 global offices.
Silver
Bioptimus
Building the world model of biology
Bioptimus is a global AI company pioneering the first world model for biology. By combining advanced AI with proprietary multimodal data, we connect all biological scales—from molecules to patients.
Our best-in-class models integrate diverse data layers (histology, genomics, and clinical metrics) to create a unified representation of disease, powering a new data-driven paradigm for biomedical discovery and development.
CNRS
Basic research for societal benefit
A major player in basic research worldwide, the National Centre for Scientific Research (CNRS) is the only French organisation active in all scientific fields. Its unique position as a multi-specialist enables it to bring together all of the scientific disciplines in order to shed light on and understand the challenges of today’s world, in connection with public and socio-economic stakeholders. Together, the different sciences contribute to sustainable progress that benefits society as a whole.
CuspAI
The AI system for materials discovery
CuspAI was founded in 2024 by Dr. Chad Edwards and Prof. Max Welling to build the AI system for materials discovery. Through its 'AI Materials Foundry' - a global network of over 45 partners, including NVIDIA and Meta - the company is accelerating breakthrough discoveries in semiconductors, energy, and climate. CuspAI has raised over $650M from investors including Kleiner Perkins, NEA, Temasek, NVentures, Bezos Expeditions, Samsung, and Hyundai Motor Group. Headquartered in Cambridge, UK, the co
Modal
AI infra developers love
Every era of computing came with workloads that previous infrastructure couldn't serve: mainframes, databases, the cloud. Each time, the company that rebuilt the layer underneath defined the decade. AI is no different, except it touches everything instead of one slice. The window to build is open right now. Customers rely on Modal for instant GPU access, sub-second container starts, and native storage, so it's easy to serve low-latency inference, fine-tune models, and access sandboxes at scale
RBC Borealis
Advancing AI in Finance
RBC Borealis is the driving force behind Royal Bank of Canada's AI innovation. As part of Canada's largest financial institution.
SAP SE
Bring out your best
SAP is one of the world's leading producers of software for the management of business processes. For over 50 years, organisations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. We are committed to helping the world run better and improving people's lives. Our vision is to bring out the best in every business.
Silver Pavilion
Abundant, PBC.
Simulation Engine for Superintelligence
Abundant builds the simulation Engine for Superintelligence. We specialize in creating environments and datasets for RL by leveraging our experience in simulation and model training.
Alice (formerly ActiveFence)
Alice: Advance Unafraid
Alice is a trust, safety, and security company built for the AI era, safeguarding communicative technologies across UGC and generative AI. Trusted by leading tech platforms, Alice delivers end-to-end coverage across the AI lifecycle. Powered by Rabbit Hole, our adversarial intelligence engine built on billions of real-world data samples and expert analysis, we ensure teams can advance unafraid.
Apodex
An AI System Designed for Complex Tasks
To research, solve, and discover at the frontier requires more than model capacity, it requires rigorous reasoning, each step verified. Apodex is an AI system designed for complex and demanding research tasks. It structurally splits the reasoning solver from the verifier to deliver grounded, auditable intelligence across three distinct capability tiers.
Atoms
Gainfully employed robots.
Atoms Mission
01
Physical automation to transform industry and move the world
Our Computers
02
Atoms Food:
Infrastructure for better food.
Atoms Mining:
More productive mines to power earth’s industries.
Atoms Transport:
Wheelbase for robots.
At Atoms we make gainfully employed robots – specialized robots with productive jobs that bring abundance to their owners and society at large.
Base Compute
Run AGI on-device
We build the inference engines that make powerful AI run on-device.
Fast, private, and at near-zero marginal cost.
CodSpeed
Build features. We make them fast.
CodSpeed delivers continuous performance testing and autonomous optimization in pull requests. It measures code changes, catches regressions before production, pinpoints bottlenecks, and proposes validated fixes. Teams and open-source maintainers use CodSpeed to ship faster software with confidence.
Contra Labs
Creative Intelligence
The frontier human data and evaluation lab for creative AI. 1.7M+ verified creative experts setting the benchmark for style, tone, and taste with next-gen creative tools.
David AI
World's first audio data research lab.
David AI is the world's first audio data research lab, on a mission to bring AI into the real world through voice, the most important interface to human interaction. We design proprietary audio datasets with the same rigor researchers bring to model development. Partnering with leading AI labs and technology companies, we're building the data layer that powers the next generation of audio AI.
GSA Capital
Research-driven systematic trading
GSA (Global Statistical Arbitrage) is a quantitative trading firm focused on systematic, market-neutral strategies across global asset classes. Our work spans a wide range of approaches and time horizons, from minutes to months, underpinned by rigorous research and technology.
Alongside this, we maintain a collaborative and close-knit environment, where ideas are shared openly and individuals are encouraged to contribute from an early stage.
Lovable
Building the last piece of software.
AI-powered platform that turns ideas into complete, working software. Founded in Stockholm, it has grown into a category leader in the AI app-builder space, with an ARR of more than $500 million and over 15 million registered users, serving both indie builders and enterprise teams.
Miso Labs
Highly emotive voice models
Miso Labs is a voice AI lab building text-to-speech and full-duplex conversational models. Backed by Gradient Ventures, 8VC, Y Combinator, and Heavybit, the company has raised more than $14 million since its founding in 2025. Its open-source 8B-parameter model, Miso One, has received over 3,000 GitHub stars.
Netflix
Build What's Next
At Netflix, our mission is to entertain the world. Together, we are writing the next episode - pushing the boundaries of storytelling, global fandom and making the unimaginable a reality. We are a dream team obsessed with the uncomfortable excitement of discovering what happens when you merge creativity, intuition and cutting-edge technology. Come be a part of what’s next.
Oracle
From Data to AI Breakthroughs, at Scale!
We’re building the world’s most advanced cloud infrastructure platform with the most talented people in the industry. Now’s your chance to influence the products and services that are making life better for billions of people.
PolyU Academy for Artificial Intelligence
Aligning Intelligence with Human Values.
In the contemporary era, artificial intelligence (AI) is rapidly reshaping our societies. We need to align AI technology with human values on multiple fronts—from data privacy protection and cross-domain model collaboration to the seamless integration of vertical domain models with general-purpose large language models. In response to these challenges, the PolyU Academy for Artificial Intelligence (PAAI) aims to play a leadership role in the global AI revolution.
Ramp
Time is money. Save both.
Ramp is a financial operations and spend management platform that combines corporate cards, expense management, bill pay, and accounting automation into a single system designed to help businesses save time and money.
Reactor Technologies, Inc.
The developer platform for world models.
World models are redefining what AI can do, moving from systems that generate content passively, to ones that perceive and respond in real-time. At Reactor, we are building the fundamental real-time and low latency infrastructure to power the next step in the generative AI revolution.
Roboflow
n/a
Over 1 million engineers deploy visual intelligence for video, images, and real-time streams with Roboflow.
Seven Research
Quantitative research and technology
Seven Research is a quantitative research and technology company developing advanced systems for the global markets. We bring together researchers, engineers, and strategists to work on complex problems in machine learning, optimization, algorithm design, and high-performance computing. Our collaborative team develops scalable models, robust systems, and new approaches to turn rigorous research into real-world performance.
Sharon AI
Write Your Own Rules
Australian Sovereign AI Infrastructure Built to Solve Humanity's Greatest Challenges.
From climate modeling to financial analysis, medical discovery to defense applications, our sovereign AI computing platform ensures your most critical projects have the power, security, and sustainability they need to drive real impact.
SoTALab
SoTALab —It takes SoTA to Train SOTA
It takes SoTA data to train SoTA models. Backed by 200K+ verified experts across 50+ disciplines, SoTALab transforms frontier human expertise into high - trust training assets and evaluation environments for next - generation AI systems. From agents and terminal engineering to math, physics, and open - ended decision - making, we bridge frontier human expertise with frontier AI.
The University of Sydney
Leadership For Good
The University of Sydney, Australia's first university is a globally leading research-intensive university recognised for excellence in Computer Science, AI, Machine Learning, Robotics and Quantum Computing. Our expertise spans foundational research, applied innovation, to real-world deployment across health, science, engineering industries. We combine research excellence with a strong talent pipeline, graduating more than 22,000 students annually across undergraduate and postgraduate programs.
Vector Institute
Research Institute in Toronto, Canada
Vector Institute transforms cutting-edge artificial intelligence research into practical solutions that drive Canada’s economic growth and improve lives. As a globally-renowned AI research institute, we bridge the gap between academic discovery and industry adoption through partnerships with leading researchers, businesses, and government organizations.
Yokogawa Electric Corporation
Co-innovating Tomorrow with You!
Yokogawa Electric Corporation is a global industrial technology company specializing in industrial automation, AI-driven operational intelligence, and digital transformation. By integrating advanced sensing, control, optimization, and machine learning technologies, Yokogawa helps process industries improve safety, productivity, resilience, and sustainability. With more than a century of engineering expertise and operations in over 60 countries, Yokogawa is advancing the transition from industria
Silver Pavilion
AXQ Capital, LP
The market keeps the score. Our culture
AXQ Capital is a global quantitative investment firm where rigorous science, AI, and collaboration drive robust alpha across the world’s markets.
Gray Swan
The industry leader in AI alignment
Gray Swan AI was founded by the AI security researchers from Carnegie Mellon University who discovered and published the foundational research on prompt injection and adversarial attacks against language models. We didn't read about these attacks in papers; we wrote the papers.
Bronze
Alice (formerly ActiveFence)
Alice: Advance Unafraid
Alice is a trust, safety, and security company built for the AI era, safeguarding communicative technologies across UGC and generative AI. Trusted by leading tech platforms, Alice delivers end-to-end coverage across the AI lifecycle. Powered by Rabbit Hole, our adversarial intelligence engine built on billions of real-world data samples and expert analysis, we ensure teams can advance unafraid.
Apple
Join us. Be You.
Apple is where individual imaginations gather together, committing to the values that lead to great work. Here, you’ll do more than join something — you’ll add something. Every new product, service, or feature we create is the result of people making each other’s ideas stronger.
ELLIS - European Laboratory for Learning and Intelligent Systems
Strengthening Europe's Leadership in AI
ELLIS is a pan-European AI network of excellence which aims to secure lasting international leadership of AI made in Europe by connecting top researchers in this field and by creating a multi-centric AI research laboratory.
Haseltine Lake Kempner LLP
IP experts who think like you
Covering the whole IPR Lifespan™, our full-service offering is designed to ensure that our clients have their creativity defended, advantage realised and talent rewarded.
Whether you need help with strategy, obtaining patents or other protection, preventing others from using your IP, defending unjust allegations of infringement, or with your IP agreements, we’re here to support your business in achieving its best.
imec AI labs | imec France
imec: Embracing a better life
The imec AI Labs is a Frontier AI research lab created by imec to bridge hardware and software research.
Probabl
Probabl the AI Data Science company
Probabl is the software company founded by the creators of scikit-learn. An INRIA spin-off, Probabl was built by the core scikit-learn team. We build Skore, the next-generation data science platform that leverages the latest AI technologies, including agentic and tabular foundation models. Skore transforms the practice and equips enterprises with guardrails and fully auditable, centralized data science deliverables.
The Forecasting Company
Better decisions in an uncertain world
The Forecasting Company is an AI research lab building foundation models and systems for temporal data. Using our platform, Retrocast, you can plug in your data, enrich it with external data like events or macro-economic indicators, and forecast quantities like energy load, energy production, or run X00M of forecasts across all SKUs x geographies for complex supply chains.
Bronze
Atlassian US, Inc
Unleash the potential of every team
Atlassian helps teams plan, track, and deliver work together. With products including Jira, Confluence, Loom, and Rovo, Atlassian connects people, knowledge, and AI to help teams collaborate, build great software, and turn ideas into impact.
dscout
Elevating the world’s best builders
Dscout is the human signal company, helping the world's best-known brands get the high-fidelity feedback they need to test ideas, iterate quickly, collaborate, and build confidently. For over a decade, the Dscout platform and verified participants have delivered trusted insights for enterprise UXR teams at Spotify, Microsoft, OnePay, Airbnb, Target, Salesforce, and more. With the 2026 release of Dscout AI Studio and Dscout MCP, everyone in an organization can now collect the feedback they need,
Exa
The search engine for AI
Exa is a research lab building the search engine for AI. Exa trains its own embedding and agentic retrieval models and operates its own web-scale index with 1.4 trillion URLs tracked and over 3 billion pages crawled daily so that AI products retrieve meaning, not keywords. Developers get search, crawling, multi-step research, and structured company and people data from one API, with the latency and throughput production agents require. Openrouter, Cognition, AWS Cursor, Vercel, and Klarna build
MakerMaker.AI, inc.
TBD
TBD
Nebius
The ultimate AI Cloud
Nebius, the AI cloud company, is building the full-stack platform for developers and companies to take charge of their AI future - from data and model training to production deployment. Founded on deep in-house technological expertise and operating at scale with a rapidly expanding global footprint, Nebius serves startups and enterprises building AI products, agents, and services worldwide.
OpenAI
Research & Deployment
OpenAI is an AI research and deployment company working to ensure that artificial general intelligence benefits all of humanity.
PDT Partners
Rigorous research, compassionate culture
Our Work: building quantitative models to find market inefficiencies. After rigorous testing, we deploy them on automated global trading systems. This complex process requires company-wide collaboration. Success is driven by scientific rigor and compassionate culture. We are not a typical trading firm.
Rapidata
Online Human Feedback via API for GenAI
Rapidata helps GenAI teams collect fast, reliable human feedback for evaluating and training image, video, audio, and text models. Through our API, labs can run preference tests, rankings, classifications, and continuous feedback loops at scale, turning human judgment into a practical signal for model evaluation and post-training.
Revelo
We train AI to do real engineering work
Revelo helps AI labs train their models to be better at real software-engineering work, providing the full suite of data, evals, RL gyms and tasks needed to to make that happen.
SambaNova
The Relentless Pursuit of Intelligence
SambaNova, the leading provider of fully integrated heterogeneous AI infrastructure, enables organizations to turn advanced AI models into production systems by delivering fast and efficient premium inference. SambaNova ensures organizations can scale for the power demands of AI workloads tomorrow.
Subquadratic
Efficiency is intelligence.
Subquadratic is a frontier AI research company building the most compute-, memory- and sample-efficient algorithms and models. While other AI labs focus on incremental improvements to Transformer models, we're pushing foundational change at the architecture level to build models and products that scale efficiently.
TBDTBD
TBDTBD
TBDTBD
The Chinese University of Hong Kong, Shenzhen
Embrace AI, Co-Create the Future
Founded in 2025, the School of Artificial Intelligence (SAI) advances frontier AI research and education in the Greater Bay Area. Our research spans foundational and applied AI, with strengths in machine learning, large language models, embodied/physical AI, computational cognition and neuroscience, and responsible AI. We foster interdisciplinary innovation across science, medicine, and finance. We are recruiting exceptional scholars worldwide for faculty positions at all academic ranks.
Vinci
Intelligence infrastructure for hardware
Vinci is building the intelligence infrastructure for a new era of hardware engineering. Built on a Foundation Model for Physics, its platform gives engineers deterministic, solver-accurate understanding of how products will behave while they are still being designed—exposing physical risk and better alternatives before the cost of change compounds. Learn more at getvinci.ai.
XTX Markets Technologies Ltd
XTX Markets Technologies Ltd
We are a leading algorithmic trading firm that uses state-of-the-art machine learning technology to produce price forecasts for over 53,000 financial instruments. XTX Markets has an unrivalled level of computational resources in the trading industry, with a growing research cluster of 25,000 GPUs and over 1 exabye of usable storage. Teams across the firm include world-class researchers and technologists with backgrounds in pure math, programming, physics, computer science and machine learning.
Bronze
Alice (formerly ActiveFence)
Alice: Advance Unafraid
Alice is a trust, safety, and security company built for the AI era, safeguarding communicative technologies across UGC and generative AI. Trusted by leading tech platforms, Alice delivers end-to-end coverage across the AI lifecycle. Powered by Rabbit Hole, our adversarial intelligence engine built on billions of real-world data samples and expert analysis, we ensure teams can advance unafraid.
Keenable.ai
Web Search Infra for AI Agents & AI Labs
Keenable is a research-driven AI infrastructure company focused on web search and knowledge access for large-scale AI applications. We build systems and new retrieval primitives that make web-scale information accessible to models. We provide these systems to AI labs, inference platforms, and researchers.
Roblox
Reimagine the way people come together
Roblox is on a mission to connect a billion people every day with optimism and civility.
Startup
After Labs
Curious agents that keep learning
After Labs builds the next generation of AI models that make agents and robots learn in real time.
ai-coustics
Audio Intelligence for Voice AI
ai-coustics builds the audio intelligence layer between real-world sound and machine understanding. Our SDK turns raw, unpredictable audio into stable, machine-ready input for Voice AI systems, running directly on-device.
Almetra
Video AI for the factory floor - VLM,CV
Almetra builds video AI for manufacturing: our vision-language models turn real factory footage into process insights, and we’re now expanding into robotics. Based in Berlin, and hiring in CV, VLM and robotics.
Autoresearch, Inc.
Verifying the world
Autoresearch, Inc. is pushing the limits of formal methods to make the world verifiable. To get there we're scaling agentic systems for autoresearch and auto formalization, which has enabled us to do program verification at a larger scale than ever before.
Carbonforge
Carbonforge
CarbonForge is an AI optimization discovery company. We help businesses move off frontier model APIs and own their own intelligence: we find and tune the best open-source alternative for each workload, then optimize it (from model to kernel) for the customer’s hardware, cutting costs by up to 30 times and reducing energy consumption. With more possible configurations than atoms in the universe, finding the best setup is a scientific discovery problem, and our AI solves it.
DEEPHAWK
#AI #computervision #industry4.0 #edgeco
DeepHawk revolutionizes industrial visual quality control using "Frugal AI" to detect pixel-level defects in 15 ms on the production line. Setup takes just 30 minutes with 50 good parts.
Key Advantages:
- Flexible: Supports optical, X-ray, infrared, and microscopy imaging
- Secure: 100% on-premise (Edge) deployment protects data sovereignty
- Eco-Friendly: Uses 375x less energy than traditional Deep Learning
Trusted by Stellantis, it simplifies quality automation without standard AI complexity.
Exponential Security Labs
Securing the age of agency
We build multi-agent security environments for RL training and adaptive benchmarking.
Izena
Trace, identify, and protect AI models
The widespread deployment of AI models raises a critical challenge: ensuring their origin, authenticity, and integrity throughout their lifecycle.
Izena is developing a traceability technology that enables AI models to be identified, tracked, and verified throughout their distribution, transfer, storage, and use.
Our technology helps AI stakeholders protect their intellectual property, strengthen trust in their models, and address emerging AI governance challenges.
Karavela
Decode the brain with magnetic resonance
Using next-gen magnetic resonance, Karavela is collecting the largest dataset of the human brain's dynamics to enhance clinical trials with AI and crack brain decoding.
Lithosquare
Next-gen exploration
Lithosquare is an exploration company building a Geology AI dedicated to mineral exploration, supporting geologists from target generation through deposit modeling. The company's approach is based on a deep integration of geology science into the AI replicating complex geological reasoning.
Praedon
From predictions to optimal decisions
Praedon unites machine learning and operations research to safely automate high-stakes industrial decisions. Our Decision-Focused Learning architecture embeds combinatorial optimization layers into deep neural networks, so predictions translate directly into feasible, optimal decisions under hard constraints. Built on award-winning research and winner of the BPI France i-Lab Grand Prix 2026, Praedon serves enterprise clients in energy trading and manufacturing across Europe and the US.
Rapidata
Online Human Feedback via API for GenAI
Rapidata helps GenAI teams collect fast, reliable human feedback for evaluating and training image, video, audio, and text models. Through our API, labs can run preference tests, rankings, classifications, and continuous feedback loops at scale, turning human judgment into a practical signal for model evaluation and post-training.
Scienta Lab
From preclinical hope to clinical proof
Scienta develops EVA, the first foundation model purpose-built for translational prediction in immune-mediated diseases. EVA addresses a critical challenge in pharma R&D: the preclinical–clinical gap, where fewer than 10% of immune drug programs translate successfully to humans. Built on more than 3 billion multimodal data points across 30 diseases and 70 tissues, converts early experimental signals into predicted patient outcomes, with explainable outputs.
Sherlock Robotics
Sherlock sees what others miss
Sherlock is a Data Platform bringing Computer Vision and Robotics to the end-user. Using our generalizable platform and extensive API we support near infinite agentic workflows, including: quality assurance, anomaly detection, process surveillance and visual analysis. The collected data can then be analyzed by our agent to generate plots, reports and getting insights into your data. Automate your data analysis workflows and gain a competitive advantage in your manufacturing and research today.
ShiftElec
Virtual sensors to measure electricity
ShiftElec has developped a Non Intrusive Load Monitoring solution to monitore electrical consumption in industrial plants. We provide an Energy Management System with this technology, marketed as "virtual sensors", that measures electricity consumption per machine and optimises it with flexibility levers.
Theremia
Theremia
Theremia is a deeptech company building computational precision medicine for neurology and psychiatry. By integrating patient profiles with drug pharmacology through knowledge graphs, causal machine learning on real-world data, and closed-loop treatment optimization, we optimize both drug development and prescription: from indication selection and responder identification to real-time adaptive dosing.
Traversaal.ai inc.
Powering Efficient AI at Scale
Traversaal AI is building the next generation of energy-efficient AI infrastructure. Our flagship platform, Vis, intelligently optimizes GPU workloads for AI agents through adaptive scheduling, KV-cache management, and power optimization. Early simulations demonstrate up to 2.7× more completed tasks per kWh, making AI inference more efficient, scalable, and affordable. Traversaal AI is a member of the NVIDIA Inception and Microsoft for Startups programs.
Book Publisher
Association for Computing Machinery
Advancing Computing Science & Profession
As the world’s largest computing society, ACM brings together computing educators, researchers, and professionals to inspire dialogue, share resources, and address the field's challenges. ACM promotes computer research and innovation through its journals, magazines, books, and the proceedings of more than 170 annual conferences and symposia. ACM authors are among the world's leading thinkers in computing and information technologies, providing original research and firsthand perspectives.
Intelligent Computing, a Science Partner Journal
Intelligent Computing, SPJ
Open access journal Intelligent Computing, a Science Partner Journal published in affiliation with Zhejiang Lab, publishes the latest research outcomes and technological breakthroughs in intelligent computing.
MDPI
Advancing Open Science
MDPI is a publisher of fully peer-reviewed, open access journals with a focus on robust and rapid editorial processes.
Our aim is to ensure that high-quality research is verified and made available to the research community as quickly as possible.
MDPI stands at the forefront of the open access movement, having launched its first online journal Molecules in 1996.
Today, MDPI is a leader in open access publishing with over 500 journals across all research disciplines.
SIAM
SIAM
Applied mathematics and computational and data science power the innovations that move society forward and address the world’s most pressing challenges. SIAM plays a central role in bringing mathematical and computational scientists together, providing a platform and community for this important work.
Translated
We believe in Humans
Translated is a language technology company based in Rome that works on translation and localization services. It develops AI-assisted translation tools and also connects clients with professional human translators, aiming to combine machine efficiency with human quality control. The company is often used by businesses that need to adapt websites, apps, documents, and marketing content into multiple languages for international markets.
Book Publisher
Springer
Springer Nature
Springer is a leading global scientific and technical publisher of many prestigious journals, including a number of fully open access journals. Our book and eBook portfolio comprises conference proceedings, book series, textbooks and major reference works from distinguished authors.
The MIT Press
World-wide leader in academic publishing
Established in 1962, the MIT Press is one of the largest and most distinguished university presses in the world and a leading publisher of books and journals at the intersection of science, technology, art, social science, and design.
Book Publisher
Translated
We believe in Humans
Translated is a language technology company based in Rome that works on translation and localization services. It develops AI-assisted translation tools and also connects clients with professional human translators, aiming to combine machine efficiency with human quality control. The company is often used by businesses that need to adapt websites, apps, documents, and marketing content into multiple languages for international markets.
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