The US tech universe.
378 companies, 39 frontiers.

Colossal Biosciences is a genetics and biosciences company using advanced gene-editing to bring back extinct species and prevent endangered ones from disappearing — it has already produced engineered 'woolly mice' and announced dire-wolf pups (Romulus, Remus, Khaleesi), with the woolly mammoth, thylacine and dodo as flagship targets. Founded by serial entrepreneur Ben Lamm and geneticist George Church, it frames de-extinction as a tool for rewilding ecosystems and restoring lost biodiversity. The same gene-editing and reproductive technologies it builds for de-extinction could spin out into conservation, biotech and human-health applications.

Revive & Restore is a California-based conservation nonprofit that brings biotechnology — genome sequencing, biobanking, cloning and gene editing — into mainstream wildlife conservation, a practice it calls 'genetic rescue.' It has backed projects from the passenger pigeon and heath hen to cloning the black-footed ferret and Przewalski's horse to restore lost genetic diversity. As the central non-Colossal player in de-extinction and genetic rescue, its goal is to make these tools standard practice for reviving biodiversity and stabilising endangered species.

ViaGen is a commercial animal-cloning company in Texas. Beyond cloning pets and horses, it is the laboratory that actually carries out conservation cloning for endangered species work - it produced Elizabeth Ann, the first cloned black-footed ferret, from cells frozen more than 30 years earlier, and the first successfully cloned endangered Przewalski's horse. If genetic rescue is ever done at scale, it needs an operator that can reliably turn banked cells into living animals.

SpaceX designs, manufactures and launches advanced rockets and spacecraft, and operates Starlink, its global satellite-internet network. Its reusable Falcon 9 rocket and Dragon capsule already fly cargo and astronauts routinely, while Starship — the most powerful launch vehicle ever built — is in development as a fully reusable system. The company's stated purpose is to radically cut the cost of space access and ultimately make humanity multi-planetary, with Mars as the long-term goal.

Astra builds small launch vehicles and electric propulsion engines for satellites, with the stated goal of making access to space frequent and low-cost. After reaching orbit in 2021, its Rocket 3 program struggled and the company refocused on its flight-proven Astra Spacecraft Engine (a Hall-effect electric thruster) while developing a larger Rocket 4. If Rocket 4 succeeds, Astra aims to re-enter the responsive, mobile small-launch market it helped pioneer.

Blue Origin, founded by Jeff Bezos, is a space-technology company building rockets, engines and spacecraft to lower the cost of access to space. It flies the suborbital New Shepard vehicle for research and human spaceflight and has developed New Glenn, a heavy-lift orbital rocket capable of carrying large payloads to orbit. Its long-term vision is a future where millions of people live and work in space, moving heavy industry off Earth to preserve the planet.

Firefly Aerospace is a space and defense technology company providing end-to-end mission solutions — it builds the Alpha small-launch rocket, the Blue Ghost lunar lander (which delivered payloads to the Moon for NASA), and a line of mobile spacecraft for payload delivery, imaging and communications across Earth orbit and cislunar space. It went public on the Nasdaq in August 2025. As governments and companies push deeper into lunar and national-security space operations, Firefly positions itself as a one-stop provider spanning launch, landers and in-space services.

Impulse Space, founded by SpaceX propulsion veteran Tom Mueller and based in El Segundo, California, builds in-space mobility vehicles — orbital transfer tugs that move satellites to their precise final orbits after launch. Its Mira tug is flying and its high-energy Helios kick stage is in development to reach higher orbits quickly. As satellite deployments surge, Impulse aims to be the last-mile delivery layer of space, getting payloads exactly where they need to go.

Intuitive Machines builds robotic lunar landers and the surface, communications and data infrastructure to operate on and around the Moon — its Nova-C lander 'Odysseus' became the first US spacecraft to soft-land on the Moon since Apollo (Feb 2024), under NASA's commercial lunar payload program. The company is expanding from one-off landings into recurring lunar delivery, a Moon-to-Earth data relay network, and autonomous surface operations. The goal is to become the commercial backbone of a sustained human and robotic return to the Moon.

Lunar Outpost, headquartered in Golden, Colorado, builds the robotic mobility and surface infrastructure for lunar exploration and commerce — including its MAPP rover and the larger Pegasus and NASA Lunar Terrain Vehicle designs. It was selected by NASA for a Lunar Terrain Vehicle award worth up to ~$220M. As nations and companies establish a lasting presence on the Moon, Lunar Outpost aims to be the provider of the rovers and robotic systems that move people and cargo across the surface.

Northrop Grumman's Space Systems sector designs, builds and operates spacecraft, launch and missile-defense systems for the US government and commercial customers — from satellites and the solid-rocket boosters that help lift NASA's Artemis missions, to in-orbit servicing vehicles that extend the life of aging satellites. It is one of the prime contractors underpinning America's military and exploration presence in space. As space becomes a contested domain, the company sits at the center of national-security launch, missile tracking and next-generation orbital infrastructure.

Relativity Space is building Terran R, a large reusable rocket aimed at making access to orbit more reliable and routine, pairing it with pioneering large-scale 3D-printing (additive manufacturing) techniques to build rockets faster. Its own site states Terran R targets 23,500 kg to low Earth orbit in a reusable configuration (up to 33,500 kg expendable). If it delivers, the goal is to open the cosmos to far more science, business and exploration by driving down the cost and lead time of getting hardware to space.

Rocket Lab builds, launches and operates rockets and spacecraft for commercial and government customers. Its small Electron rocket is one of the world's most frequently launched vehicles, and it is developing Neutron, a reusable medium-lift rocket powered by its new Archimedes engine, while also building satellites and spacecraft components. As demand for launching satellite constellations, interplanetary missions and national-security payloads grows, Rocket Lab aims to be a full end-to-end space company rivaling the largest launch providers.

Sierra Space builds the Dream Chaser, a reusable, runway-landing spaceplane for cargo (and eventually crew) to orbit, alongside satellites, propulsion, power systems and inflatable space-station modules. It describes Dream Chaser as the only commercial runway-capable spaceplane, and is developing environmental and life-support systems for future space stations. If its vision lands, the goal is a vertically integrated supplier of the hardware needed for a sustained commercial human presence in orbit.

SpinLaunch, founded on a kinetic-energy launch concept that flings payloads to space with a giant centrifuge, has pivoted its near-term focus to Meridian Space — a low-Earth-orbit satellite broadband constellation it is building out with global ground infrastructure. The company is based in Long Beach, California. If Meridian scales, the goal is to offer enterprises high-speed, resilient satellite connectivity while keeping its novel low-cost launch technology in development.

Stoke Space is developing Nova, a rocket designed to be 100% reusable — both stages, including a novel reusable upper stage with a regeneratively-cooled metallic heat shield — with the aim of radically cutting the cost of reaching orbit. The company says full and rapid reusability is built in from the start, targeting on-demand access to any orbit. If Nova works as intended, the goal is dramatically cheaper, more frequent launch that helps unlock a larger space economy.

United Launch Alliance is the long-standing US heavy-lift launch provider — a Boeing–Lockheed Martin joint venture — that flies the nation's most critical national-security, NASA and commercial payloads with an industry-leading reliability record. Its new Vulcan rocket is replacing the legacy Atlas V and Delta lines, and it has become a workhorse for Amazon's Project Kuiper/Leo broadband constellation. As demand for assured, high-energy launches to difficult orbits grows, ULA positions itself as the precision, mission-critical alternative to lower-cost rivals.

Vast is building next-generation commercial space stations using an incremental, hardware-rich, low-cost approach, with Haven-1 positioned on its own site as the world's first commercial space station (targeted to launch 2027) and the larger Haven-2 designed to succeed the International Space Station. In November 2025 its Haven Demo testbed reached orbit and achieved mission success. If it delivers, the goal is to own the orbital real estate that replaces the ISS as it retires — a foundation for commercial life and work in space.

Neuralink is developing implantable brain-computer interfaces — a coin-sized device with ultra-fine threads that read and write neural signals, implanted by a surgical robot it also builds. Its first goal is to let people with paralysis control computers and devices directly with their thoughts, with early human trials underway. Longer term, the company aims to restore lost senses and movement and, ultimately, to create a high-bandwidth link between the human brain and machines.

Blackrock Neurotech is one of the longest-running brain-computer interface companies, whose implant systems have let people with paralysis control computers, robotic arms and digital devices using only their thoughts — with users reportedly typing and decoding speech directly from neural activity. Its hardware is also the research workhorse used by labs worldwide to study the brain. As BCIs move from research toward approved clinical products, the company aims to bring thought-controlled assistive technology to patients with paralysis and other neurological conditions.

Emotiv (San Francisco) is a non-invasive neurotechnology and bioinformatics company that makes wireless, wearable EEG headsets and a brain-data platform used in research, workplace wellness and consumer applications. Rather than implants, it reads brain activity from sensors on the scalp. Its aim is to build the cognitive-data infrastructure that turns everyday brain measurement into usable insight.

Kernel develops non-invasive technology that measures brain function from outside the head, turning a roughly 30-minute scan into longitudinal reports on cognition and 'brain age' that clinics and individuals can track over time. Unlike implanted brain-computer interfaces, its approach is wearable and aimed at routine, repeatable measurement of brain health. The goal is to make objective brain measurement as normal as tracking steps or sleep, supporting earlier detection and better-targeted interventions.

Neurable (Boston) is a non-invasive, consumer brain-computer interface company — unlike the surgical-implant players in this space, it builds everyday EEG sensors into ordinary products like headphones to read brain signals from outside the skull. Its first products focus on focus-tracking and neuro-wellness in wearable form factors. The goal is to make brain-sensing a mainstream, no-surgery feature of the devices people already use.

NeuroSky (San Jose, CA) is a non-invasive neurotechnology company that makes low-cost, single-sensor EEG and biosensor chips used in consumer headsets, toys, education and wellness products. It pioneered bringing affordable dry-electrode brainwave sensing to mass-market devices. Its role in this frontier is the budget, high-volume end of consumer BCI rather than the surgical-implant cutting edge.

OpenBCI (Brooklyn, NY) is a non-invasive, open-source brain-computer interface company providing biosensing hardware, boards and electrodes for researchers, developers and hobbyists. Its Galea platform combines EEG, EMG, eye and other biometric sensors with mixed-reality headsets for immersive neuro-applications. By keeping its tools open and accessible, the goal is to democratise neuro-research and human-computer interaction beyond the surgical-implant labs.

Paradromics builds a brain-computer interface that records activity from individual neurons at very high resolution, then uses AI to decode that brain data — with its first product, Connexus, aimed at letting people who cannot speak (due to ALS, stroke or spinal-cord injury) communicate through digital devices. The implant is investigational and now cleared by the FDA to begin a human clinical study. If the platform scales across more brain regions, the company envisions applications spanning paralysis, chronic pain, addiction and mental-health conditions.

Precision Neuroscience, founded by Neuralink alumni, makes a thin-film brain-computer interface that lays a flexible micro-electrode array on the surface of the brain rather than pushing electrodes into it — designed to be removable and upgradable without damaging tissue. Its first use is helping people with paralysis operate computers and devices by thought, and its core cortical interface has received FDA 510(k) clearance. The company's bet is that a high-bandwidth but minimally harmful connection can eventually expand across the brain to treat far more conditions.

Science Corporation, founded by Neuralink co-founder Max Hodak, is a clinical-stage neural-engineering company building a full stack of brain-interface technologies — led by PRIMA, a retinal implant designed to restore functional vision to people blinded by advanced macular degeneration. It also develops biohybrid neural interfaces and operates a 'Foundry' that supplies its microfabrication and neural-engineering capabilities to other researchers. If its vision-restoration and biohybrid platforms prove out, the company aims to treat a broad range of conditions for which there are currently no options.

Synchron builds an implantable brain-computer interface that, uniquely, requires no open-brain surgery — its Stentrode device is threaded into a blood vessel near the brain through the jugular vein, the way a cardiac stent is placed. It is in clinical trials in the US and Australia aiming to restore communication and digital control for people living with paralysis. Because it sidesteps the skull entirely, Synchron's 'interventional' approach is designed to scale brain interfaces to potentially millions of patients rather than a handful of surgical cases.

Commonwealth Fusion Systems, an MIT spin-out, is building SPARC — a compact, high-field tokamak it says will be the first fusion device to produce more energy than it consumes — using a new generation of high-temperature superconducting (REBCO) magnets that allow a much smaller machine than earlier designs. After SPARC, it plans ARC, intended to be the world's first fusion plant delivering net electricity to the grid. If it works, CFS aims to turn fusion from a perpetual lab promise into mass-producible, carbon-free baseload power.

Focused Energy is commercializing direct-drive laser fusion — the same inertial-confinement approach that achieved scientific ignition at the U.S. National Ignition Facility in 2021 — to build a clean, near-limitless power source. Founded by scientists who worked on that ignition milestone and engineers from the laser and semiconductor worlds, the company is designing the lasers, targets and plant systems needed to turn that lab result into electricity on the grid. Its stated mission is to decouple energy production from resource consumption, with a roadmap targeting a pilot plant and first grid power in the 2030s.

Helion Energy is pursuing a distinctive fusion approach: it accelerates two rings of plasma toward each other at high speed, compresses them with powerful pulsed magnets until they fuse, and then recaptures the resulting energy directly as electricity rather than via steam turbines. It uses a deuterium/helium-3 fuel cycle and has built and tested seven prototypes, with its Polaris machine aimed at demonstrating electricity from fusion and Orion targeted as its first grid power plant. The pitch is compact, lower-cost, mass-deployable fusion — underscored by a previously announced power agreement with Microsoft.

Pacific Fusion is building a fusion power system using 'pulsed magnetic inertial fusion' — rapidly squeezing tiny fuel capsules with an intense, fast-rising magnetic field to fuse hydrogen into helium and release energy, repeated over and over like the strokes of a piston engine. Its design is deliberately modular, built from thousands of identical parts and common materials to keep manufacturing affordable. The goal is a system that produces more fusion energy than the total energy put in — a path to limitless, clean, on-demand power if it can be made commercially viable.

Realta Fusion, spun out of the University of Wisconsin–Madison, is developing compact, modular fusion energy systems based on the magnetic-mirror confinement concept — applying next-generation high-temperature superconducting magnets to a mature design to reach the grid faster. Rather than chasing one giant reactor, it aims to build prefabricated modules that can be assembled to power 'hard-to-decarbonize' industrial heat and electricity needs. The goal is fusion units competitive on cost with conventional fuels, offering industry a zero-carbon energy source.

SHINE Technologies is taking a step-by-step, revenue-generating path to fusion: rather than building a reactor first, it commercializes the underlying nuclear technology in stages — neutron testing for aerospace and defense components, producing medical isotopes for diagnostics and cancer treatment, recycling used nuclear fuel, and finally fusion energy. Each business funds the next and builds the industrial capability needed for power generation. The long-term goal is clean, abundant fusion electricity, reached by proving market value at every step rather than waiting for a single breakthrough.

TAE Technologies, founded in 1998, is pursuing a distinctive approach to commercial fusion power using hydrogen-boron fuel and a field-reversed-configuration plasma design, aiming for clean energy with the cleanest environmental profile. Its breakthroughs in particle accelerators have spun off two real businesses today: battery and e-mobility power management (TAE Power Solutions) and a precision cancer radiation therapy based on Boron Neutron Capture Therapy (TAE Life Sciences). If its fusion roadmap succeeds, the goal is compact, cost-effective carbon-free power capable of supplying the grid for centuries.

Type One Energy is commercializing stellarator fusion — a twisted magnetic-confinement design its team helped pioneer at the HSX and W7-X experiments — to generate steady, baseload clean electricity. The company is the technology provider and equipment manufacturer for the Tennessee Valley Authority's Infinity Two project, which it describes as the world's first grid-scale commercial fusion power plant, and has submitted an initial licensing application for a site near Oak Ridge. Using proven enabling technologies like high-temperature superconducting magnets and exascale computing, it is targeting commercial fusion power on the grid by the mid-2030s.

Zap Energy is pursuing fusion with a distinctive approach that needs no massive magnets or lasers: it uses a 'sheared-flow-stabilized Z-pinch,' running a powerful electric current through a thin column of plasma so the current's own magnetic field compresses and confines it. The company has now broadened into an integrated nuclear strategy — 'fission today, fusion tomorrow.' Its U.S. Department of Energy-approved fusion pilot plant preconceptual design marks a step toward a simpler, potentially lower-cost route to commercial fusion power.

Drills deep to tap ultra-hot rock for clean, always-on power — the geothermal cousin of fusion.

Tesla is developing Optimus, a general-purpose humanoid robot intended to perform repetitive, dangerous or boring physical tasks — leveraging the same AI, vision and actuator engineering Tesla built for its cars. Today Optimus is in development and being tested in Tesla's own factories. Tesla's stated ambition is to mass-produce humanoid robots at vehicle-like scale, which, if achieved, the company argues could become a larger business than its cars.

1X Technologies builds NEO, a humanoid robot designed for the home — a machine meant to handle everyday domestic tasks and learn from real households, sold direct to consumers. Unlike warehouse-focused rivals, 1X is aiming the humanoid form factor squarely at domestic life, the hardest and most valuable environment to automate. If safe, capable home robots become real, it would open a consumer market many times larger than industrial robotics — though doing chores reliably and safely around people remains the central unsolved challenge.

Agility Robotics makes Digit, which it describes as the first humanoid robot in production deployment, paired with a cloud platform called Arc that runs and coordinates fleets of them on facility floors. The pitch is industrial humanoid automation with clear ROI — robots doing mobile material-handling work in warehouses and factories today. The goal is to scale field-proven humanoids into a standard part of how facilities automate physical labor.

Apptronik builds Apollo, a general-purpose humanoid robot designed to work in spaces built for people — doing logistics and manufacturing tasks like trailer unloading, case picking, and palletizing, offered as robotics-as-a-service. Its CEO frames the race to build humanoids as 'the space race of our time.' The bet is that one human-shaped robot able to do thousands of different physical jobs could reshape labor in warehouses and factories facing chronic worker shortages — if the hardware and AI can match human dexterity and reliability at scale.

Cobot (Collaborative Robotics), founded by former Amazon robotics VP Brad Porter, builds autonomous mobile robots designed to work safely alongside people in warehouses, hospitals and airports — reacting to humans rather than being fenced off from them. Its robot, Proxie, moves materials through busy human environments without the cages traditional industrial robots require. As labor shortages bite in logistics and healthcare, robots that can be dropped into existing human workspaces — no factory redesign needed — could be the form factor that finally makes general-purpose automation practical at scale.

Figure builds general-purpose humanoid robots — its latest is Figure 03 — designed to operate in everyday human environments, with a stated focus on helping in the home. The robots run on Figure's own AI system, Helix, which lets them perceive and act in unpredictable, changing surroundings. The company's ambition is a human-shaped, AI-powered robot that handles household and work tasks the way a person would.

Nvidia supplies the 'brains and training ground' for the robotics industry — its Isaac robotics platform, Jetson on-board computers, and Omniverse simulation let companies train and run humanoid and autonomous robots, while its GR00T effort builds foundation models for humanoids. Rather than building its own robot, Nvidia sells the AI compute and simulation tooling that nearly every robotics company depends on. As physical AI moves from labs to factories and homes, the company that powers the entire ecosystem stands to benefit no matter which individual robot maker wins. (Note: NVDA market cap reflects all of Nvidia, not the robotics unit alone.)

Physical Intelligence (π) is developing general-purpose AI 'foundation models' for robots — a single learning system that can control many different robot bodies to perform open-ended physical tasks like cleaning an unfamiliar kitchen. It open-sourced its first model (π0) and has since shown robots performing multi-step, ten-minute-plus tasks with memory and reinforcement learning. The company's bet is that one general physical-intelligence layer could trigger a 'Cambrian explosion' of robotics applications, the way a shared software layer unlocked the modern app economy.

Richtech Robotics (Las Vegas, NASDAQ: RR) builds AI-driven service and industrial robots, including its mobile humanoid 'Dex' aimed at manufacturing, logistics and material-handling, alongside hospitality robots already deployed in real venues. It showcased its expanding robot lineup at CES 2026. As humanoid and service robotics move toward commercial deployment, Richtech positions itself as a production-ready supplier rather than a pure research lab.

Sanctuary AI builds Phoenix, an industrial-grade humanoid robot, paired with an AI control system the company calls Carbon that aims to give robots human-like understanding of tasks. Its mission is to deploy millions of humanoids to fill 'dull, dirty, or dangerous' jobs that an aging, shrinking workforce increasingly can't. The company's wager is that general-purpose humanoids are an inevitable answer to a worsening global labor crisis — provided the AI 'mind' can reach the dexterity and reasoning real work demands.

Skild AI is building what it calls an 'omni-bodied brain' — a single general-purpose AI model designed to control any robot for any task, rather than the one-robot-one-program approach that dominates robotics today. Its system learns dexterous real-world skills partly by watching human videos, a scalable answer to robotics' chronic shortage of training data, and is being deployed first in inspection and mobile-manipulation robots. If a truly general robot 'brain' works, it could do for physical machines what large language models did for text — turn robotics from bespoke engineering into a software platform any company can build on.

Builds the AI 'brain' that lets robots see, reason and handle objects like a human.

Boston Dynamics is one of the world's best-known robotics companies, maker of the agile quadruped Spot, the warehouse box-handling robot Stretch, and the humanoid Atlas. Its robots are deployed today for industrial inspection, warehouse automation, safety and hazardous-environment response. With the latest all-electric Atlas, the company is pushing toward humanoid robots that bring strength and autonomous intelligence into real industrial workspaces.

OpenAI is the AI lab behind ChatGPT, whose stated mission is to ensure that artificial general intelligence benefits all of humanity. Founded in 2015 as a nonprofit, it restructured in October 2025 so that the OpenAI Foundation (nonprofit) controls a public-benefit corporation, OpenAI Group PBC, which builds and sells its AI products while being legally required to advance the mission. As one of the defining players in the race toward ever-more-capable AI, its models, safety choices and governance shape the trajectory of the entire field.

Jeff Bezos's new AI company. Instead of chatbots, it uses AI to design and build real physical things — machines, vehicles, aerospace parts. One of the best-funded startups ever launched.

Alphabet is the parent of Google and of Google DeepMind, its AI research lab, and it is rebuilding its flagship products — Search, Workspace, Chrome, Android and Maps — around its Gemini AI models and assistant. Its own product pages now lead with AI-first features like AI Mode in Search, Gemini Live and generative image and video tools. Because Google sits between billions of people and the world's information, how it fuses frontier AI into that gateway could redefine how humanity finds, creates and acts on knowledge.

AWS AI is Amazon Web Services' artificial-intelligence stack — from the Bedrock platform for building with foundation models and AI agents, to SageMaker for custom model development, to its own purpose-built AI chips and infrastructure. As the world's largest cloud provider, AWS supplies the models, tools, security and compute that hundreds of thousands of organisations use to move AI from experiments into production. Its current push is 'agentic AI' — systems that plan, decide and act with human guidance — positioning AWS as the backbone other companies build their AI on.

Anthropic is an AI safety and research company that builds frontier AI systems designed to be reliable, interpretable and steerable, delivered through its Claude family of models and products. It frames safety as a systematic science and is structured as a Public Benefit Corporation governed in part by a Long-Term Benefit Trust, so its legal purpose is the responsible development of advanced AI for humanity's long-term benefit. As AI shifts from a tool into the core platform running businesses and software, whoever sets the standard for trustworthy, controllable frontier models could shape how safely the entire transition unfolds.

Meta runs the world's largest social platforms — Facebook, Instagram, WhatsApp and Messenger — and is pouring its resources into two frontier bets: open AI models (its Llama family and Meta AI assistant) and the immersive computing it calls the metaverse. It distributes AI to billions of people directly inside the apps they already use every day. If open, widely-available AI models become the foundation others build on, Meta's strategy of giving its models away could make it one of the most influential shapers of how AI spreads across the world.

Microsoft states its mission as empowering every person and organization on the planet to achieve more, and it now threads AI through that entire stack — from its Azure cloud and Microsoft 365 productivity apps to the Copilot assistants it embeds across Windows, Office and developer tools. It is one of the primary commercial channels through which frontier AI reaches hundreds of millions of workers and businesses. As AI becomes the default interface for getting work done, the company that owns the cloud, the operating system and the everyday productivity layer sits at the center of how that future gets distributed.

Reflection AI describes its mission as 'building frontier open intelligence and making it accessible to all' — positioning itself as an American open-source alternative to closed frontier labs and to Chinese open models like DeepSeek. Founded by former Google DeepMind researchers, it pivoted from autonomous coding agents to training large, openly available frontier models. The goal is to give the West a leading open-weights AI champion that anyone can build on, rather than leaving open models to be dominated abroad.

Safe Superintelligence Inc., co-founded by former OpenAI chief scientist Ilya Sutskever, calls itself the world's first 'straight-shot' lab with a single goal and a single product: building a safe superintelligence. It deliberately has no commercial products or near-term revenue, so that safety and progress are insulated from short-term market pressures — in its words, letting it 'scale in peace.' If it succeeds, it aims to deliver an AI system more capable than humans across the board, built safe by design rather than after the fact.

Scale AI provides the human-curated training data and evaluation systems that the world's leading AI models are built on — by its own account, it powers '90% of the world's leading generative AI model builders' and works across the whole stack, from labelling raw data to deploying working AI for enterprise and government (its Donovan platform turns classified data into military intelligence). As frontier models get harder to improve with raw internet text alone, the bottleneck shifts to high-quality, expert-graded data and rigorous evals — the layer Scale specialises in. If that thesis holds, whoever controls the data and benchmarking layer holds quiet leverage over the entire AI race.

Thinking Machines Lab is an AI research and product company — founded by former OpenAI CTO Mira Murati and a team behind ChatGPT, Character.ai, Mistral and PyTorch — focused on making frontier AI more widely understood, customizable and collaborative rather than fully autonomous. Its first product, Tinker, helps people fine-tune and adapt powerful models to their own needs, and it publishes its research openly. The bet is that human-AI collaboration, not just bigger black-box models, is what unlocks AI's value across every field of work.

xAI is Elon Musk's AI company, maker of the Grok family of models, whose stated mission is to accelerate human scientific discovery and build AI 'to understand the universe' — spanning frontier reasoning, real-time voice and generative media. Grok is integrated into the X social platform and offered via an API. The goal is to push toward AI that can help unravel fundamental scientific questions, not just automate everyday tasks.

A new kind of language model that writes much faster than ChatGPT-style models by using a different technique (diffusion).