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Every fusion startup that has raised over $100M
Over the last several years, fusion power has gone from the butt of jokes — always a decade away! — to an increasingly tangible and tantalizing technology that has drawn investors off the sidelines.
The technology may be challenging to master and expensive to build today, but fusion promises to harness the nuclear reaction that powers the sun to generate nearly limitless energy here on Earth. If startups are able to complete commercially viable fusion power plants, then they have the potential to upend trillion-dollar markets.
The bullish wave buoying the fusion industry has been driven by three advances: more powerful computer chips, more sophisticated AI, and powerful high-temperature superconducting magnets. Together, they have helped deliver more sophisticated reactor designs, better simulations, and more complex control schemes.
It doesn’t hurt that, at the end of 2022, a U.S. Department of Energy lab announced that it had produced a controlled fusion reaction that produced more power than the lasers had imparted to the fuel pellet. The experiment had crossed what’s known as scientific breakeven, and while it’s still a long ways from commercial breakeven, where the reaction produces more than the entire facility consumes, it was a long-awaited step that proved the underlying science was sound.
Founders have built on that momentum in recent years, pushing the private fusion industry forward at a rapid pace. Below is a list of startups that have raised over $100 million in committed capital from private investors, according to data provided to TechCrunch by FusionX.

Commonwealth Fusion Systems
Commonwealth Fusion Systems (CFS) has raised about a third of all private capital invested in fusion companies to date. Its latest round, which closed in July, added $1 billion to its coffers, bringing its total raised to $3.94 billion, according to FusionX.
CFS’s catapulted into the lead in 2021 with a $1.8 billion Series B. Since then, the startup has been hard at work in Massachusetts building Sparc, its first-of-a-kind power plant intended to produce power at what it calls “commercially relevant” levels. The company says Sparc should reach scientific breakeven — also known as Q > 1 — sometime in 2027.
Sparc’s reactor is a tokamak design, which resembles a doughnut. The D-shaped cross section is wound with high-temperature superconducting tape, which, when energized, generates a powerful magnetic field that will contain and compress the superheated plasma. Heat generated from the reaction is converted to steam to power a turbine. CFS designed its magnets in collaboration with MIT, where co-founder and CEO Bob Mumgaard worked as a researcher on fusion reactor designs and high-temperature superconductors.
The Massachusetts-based CFS expects to have Sparc operational in late 2026 or early 2027. Later this decade, the company says it will begin construction on Arc, its commercial power plant that will produce 400 megawatts of electricity. The facility will be built near Richmond, Virginia, and Google has agreed to buy half its output.
CFS is backed by a long list of investors, including Breakthrough Energy Ventures, The Engine, Bill Gates, and others.
Helion
Of all fusion startups, Helion has the most aggressive timeline. The company plans to produce electricity from its reactor in 2028. Its first customer? Microsoft.
Helion, based in Everett, Washington, uses a type of reactor called a field-reversed configuration, where magnets surround a reaction chamber that looks like an hourglass with a bulge at the point where the two sides come together. At each end of the hourglass, the reactor spins the plasma into doughnut shapes that are shot toward each other at more than 1 million mph. When they collide in the middle, additional magnets help induce fusion. When fusion occurs, it boosts the plasma’s own magnetic field, which induces an electrical current inside the reactor’s magnetic coils. That electricity is then harvested directly from the machine.
The company most recently raised $465 million in June in a Series G that valued the company at $15.5 billion. Its previous round, announced in January 2025, totaled $425 million. Altogether, Helion has raised $3.2 billion in committed capital, according to FusionX. Investors include Sam Altman, SoftBank Vision Fund 2, Reid Hoffman, KKR, BlackRock, Peter Thiel’s Mithril Capital Management, and Capricorn Investment Group.
TAE Technologies
Founded in 1998, TAE Technologies (formerly known as Tri Alpha Energy) was spun out of the University of California, Irvine by Norman Rostoker. It uses a field-reversed configuration, but with a twist: after the two plasma shots collide in the middle of the reactor, the company bombards the plasma with particle beams to keep it spinning in a cigar shape. That improves the stability of the plasma, allowing more time for fusion to occur and for more heat to be extracted to spin a turbine.
In December 2025, TAE announced that it would merge with President Donald Trump’s social media company, Trump Media & Technology Group. The all-stock transaction would value the combined company at $6 billion. TAE would receive $200 million plus another $100 million upon filing paperwork with the Securities and Exchange Commission. When the deal was announced, the companies said the combined entity would be led by two co-CEOs, TAE CEO Michl Binderbauer and Trump Media’s CEO, which is currently Kevin McGurn, who is serving in an interim capacity.
The fusion startup had previously raised $150 million in June 2025 from existing investors, including Google, Chevron, and New Enterprise. Prior to the merger announcement, TAE had raised a total of $1.65 billion, according to FusionX.
Pacific Fusion
Pacific Fusion burst out of the gate with a Series A that topped $1 billion, the startup has told TechCrunch. That’s a whopping sum even among well-funded fusion startups. The company will use inertial confinement to achieve fusion, but instead of lasers compressing the fuel, it will use coordinated electromagnetic pulses. The trick is in the timing: All 156 impedance-matched Marx generators need to produce 2 terawatts for 100 nanoseconds, and those pulses need to simultaneously converge on the target.
The company is led by CEO Eric Lander, the scientist who led the Human Genome Project, and chief scientist Will Regan. Pacific Fusion’s funding might be massive, but the startup hasn’t gotten it all at once. Rather, its investors will pay out in tranches when the company achieves specified milestones, an approach that’s common in biotech.
Proxima Fusion
Most investors have favored large startups that are pursuing tokamak designs or some flavor of inertial confinement. But stellarators have shown great promise in scientific experiments, including the Wendelstein 7-X reactor in Germany.
Proxima Fusion is making the most of its proximity to the successful experiment, raising more than $682.9 million across rounds, according to FusionX. The most recent round, which was announced in July, valued the company at $2.7 billion. Investors include Google, RWE, Balderton Capital, Cherry Ventures, East X Ventures, and XTX Ventures.
Stellarators are similar to tokamaks in that they confine plasma in a ring-like shape using powerful magnets. But they do it with a twist — literally. Rather than force plasma into a human-designed ring, stellarators twist and bulge to accommodate the plasma’s quirks. The result should be a plasma that remains stable for longer, increasing the chances of fusion reactions.
Proxima is planning to complete Alpha, it’s net-energy demonstrator, in the early 2030s, and Stellaris, it’s commercial power plant, later that decade.
Shine Technologies
Shine Technologies is taking a cautious — and possibly pragmatic — approach to generating fusion power. Selling electrons from a fusion power plant is years off, so instead, it’s starting by selling neutron testing and medical isotopes. More recently, it has been developing a way to recycle radioactive waste. Shine hasn’t picked an approach for a future fusion reactor, instead saying that it’s developing necessary skills for when that time comes.
The company has raised a total of $1 billion, according to PitchBook. Investors include Energy Ventures Group, Koch Disruptive Technologies, Nucleation Capital, and the Wisconsin Alumni Research Foundation. The company most recently raised a $240 million round in February led by NantWorks with participation from investors including Deerfield Management, Fidelity Management & Research Company, Oaktree Capital Management, Pelican Energy Partners, and the Sumitomo Corporation of Americas.
Inertia Enterprises
Only one fusion experiment, the National Ignition Facility (NIF), has surpassed scientific breakeven, and the chief scientist of that endeavor, Annie Kritcher, is part of Inertia Enterprises‘ founding team. She’s joined by Mike Dunne, a Stanford professor, and Jeff Lawson, who co-founded Twilio and currently owns The Onion. In April, the startup signed three agreements to commercialize the technology developed at the NIF.
Inertia plans to use lasers to bombard fusion fuel pellets, an inertial confinement design that echoes the one Kritcher successfully used at the NIF. Inertia Enterprises emerged from stealth in February with $450 million in Series A funding in a round led by Bessemer Venture Partners with participation from GV, Modern Capital, Threshold Ventures, and others.
General Fusion
Now in its third decade, General Fusion has raised over $442 million, according to FuionX data. The Richmond, British Columbia-based company was founded in 2002 by physicist Michel Laberge, who wanted to prove a different approach to fusion known as magnetized target fusion (MTF). Investors include Jeff Bezos, Temasek, BDC Capital, and Chrysalix Venture Capital.
In a General Fusion’s reactor, a liquid metal wall surrounds a chamber in which plasma is injected. Pistons surrounding the wall push it inward, compressing the plasma inside and sparking a fusion reaction. The resulting neutrons heat the liquid metal, which can be circulated through a heat exchanger to generate steam to spin a turbine.
General Fusion hit a rough patch in spring 2025. The company ran short of cash as it was building LM26, its latest device that it hoped would hit breakeven in 2026. Just days after hitting a key milestone, it laid off 25% of its staff. CEO Greg Twinney penned an open letter pleading for funding from investors.
In August 2025, they delivered somewhat, injecting $22 million in a pay-to-play round that one investor called “the least amount of capital possible” to keep General Fusion afloat. Then in November, securities filings in Canada revealed that the company had raised $51.1 million in SAFE notes from nearly 70 investors, the Globe and Mail reported.
In January, General Fusion said it would go public via a reverse merger with a special purpose acquisition company. The company listed on the Nasdaq on July 13, 2026, and the transaction net the company $127 million, per FusionX.
Zap Energy
Zap Energy isn’t using high-temperature superconducting magnets or super-powerful lasers to keep its plasma confined. Rather, it zaps the plasma (get it?) with an electric current, which then generates its own magnetic field. The magnetic field compresses the plasma to about 1 millimeter, at which point ignition occurs. The neutrons released by the fusion reaction bombard a liquid metal blanket that surrounds the reactor, heating it up. The liquid metal is then cycled through a heat exchanger, where it produces steam to drive a turbine.
The startup announced a partial pivot in April, saying it will pursue nuclear fission in addition to fusion, while also exploring a hybrid power plant that would blend both nuclear fusion and fission. It also hired a new CEO, Zabrina Johal, who has expertise in the fission industry. Zap claims the move will help it bring in revenue earlier than fusion alone.
The Everett, Washington-based company has raised $325 million, according to FusionX. Backers include Bill Gates’ Breakthrough Energy Ventures, DCVC, Lowercarbon, Energy Impact Partners, Chevron Technology Ventures, and Bill Gates as an angel.
Tokamak Energy
Tokamak Energy takes the usual tokamak design — the doughnut shape — and squishes it, reducing its aspect ratio to the point where the outer bounds start resembling a sphere. Like many other tokamak-based startups, the company uses high-temperature superconducting magnets (the rare earth barium copper oxide, or REBCO, variety). Since its design is more compact than a traditional tokamak, it requires less in the way of magnets, which should reduce costs.
The Oxfordshire, U.K.-based startup’s ST40 prototype, which looks like a large, steampunk Fabergé egg, generated an ultra-hot, 100-million degree Celsius plasma in 2022. Its next generation, Demo 4, is currently under construction and is intended to test the company’s magnets in “fusion power plant-relevant scenarios.” Tokamak Energy raised $125 million in November 2024 to continue its reactor design and expand its magnet business. In April, the startup said it would be supplying magnets for the U.K.’s STEP Fusion program, a government program that is working toward a spherical tokamak-based power plant.
In total, the company has raised $284 million according to FusionX. Its investors include Future Planet Capital, In-Q-Tel, Midven, and Capri-Sun founder Hans-Peter Wild, according to PitchBook.
Focused Energy
Germany-based Focused Energy is another fusion startup that traces its lineage to the National Ignition Facility (NIF). In addition to using laser pulses to compress a fuel target, the company has hired Debbie Callahan as its chief strategy officer. Callahan helped design the fuel target at NIF. Her job at Focused Energy will be to figure out how to turn the NIF’s painstakingly crafted fuel target into something that can be mass manufactured at a rate of nearly 1 million per day.
Focused Energy raised an oversubscribed $240 million Series A in June, bringing its total private capital raised to $277 million, according to FusionX. The company has also received $200 million in grants. Investors include the German Federal Agency for Breakthrough Innovation (SPRIND), Prime Movers Lab, and the utility RWE, which has granted Focused Energy access to a decommissioned nuclear fission power plant it operates.
Marvel Fusion
Marvel Fusion follows the inertial confinement approach, the same basic technique that the National Ignition Facility used to prove that controlled nuclear fusion reactions could produce more power than was needed to kick them off. Marvel fires powerful lasers at a target embedded with silicon nanostructures that cascade under the bombardment, compressing the fuel to the point of ignition. Because the target is made using silicon, it should be relatively simple to manufacture, leaning on the semiconductor manufacturing industry’s decades of experience.
The inertial confinement fusion startup is building a demonstration facility in collaboration with Colorado State University, which it expects to have operational by 2027. Munich-based Marvel has raised a total of $208 million from investors including b2venture, Deutsche Telekom, Earlybird, and HV Capital with Taavet Hinrikus and Albert Wenger as angels.
Type One Energy
Stellarator startup Type One Energy is planning to build a fusion reactor on the site of a retired Tennessee Valley Authority (TVA) coal power plant. The magnetic confinement device is expected to generate 350 megawatts of electricity, and the company hopes to bring it online by the mid-2030s.
Unlike other fusion startups, Type One plans to sell key technology to organizations like the TVA, allowing them to build, own, and operate the equipment, similar to how many fossil fuel power plants are developed today. Type One has raised $174.5 million to date, according to FusionX, including an extended Series A that totaled $82.5 million. The startup is currently raising a $250 million Series B.
Kyoto Fusioneering
With all the startups pursuing fusion power, it was perhaps inevitable that another would pop up to develop components that round out a power plant. The so-called balance of plant, or the parts that sit outside the reactor, range from gyrotrons that heat plasma to heat extraction systems to harvest power from fusion reactions to turn it into electricity.
Kyoto Fusioneering has made an early bet that if even one fusion startup succeeds in generating enough power to sell to the grid, that the industry will need a supplier for the balance of plant and the expertise to integrate it into whichever fusion technologies win out.
Venture capitalists appear to agree, having invested $121 million in Kyoto Fusioneering, per FuxionX. Investors include 31Ventures, In-Q-Tel, JIC Venture Growth Investments, Mitsubishi, and Sumitomo Mitsui Trust Investment, according to PitchBook.
First Light Fusion
Unlike many other fusion startups, First Light Fusion doesn’t use magnets to generate the conditions necessary for fusion. Instead, it follows an approach known as inertial confinement, in which fusion fuel pellets are compressed until they ignite.
But even then, First Light doesn’t hew to orthodoxy. Most attempts at inertial confinement use lasers to do the dirty work, following the lead of the National Ignition Facility, which produced a groundbreaking experiment in 2022. First Light had previously planned to fire a projectile at a target using a two-stage gun, but it has since dropped those plans
Currently, First Light says it is offering its core technologies to other companies looking to build an inertial confinement power plant. A spokesperson for First Light said that it is planning to build “pulsed power capability that would act as our demonstrator plant but would have other science and defense applications.”
Based in Oxfordshire, U.K., First Light has raised $140 million, per FusionX data Its investors include Invesco, IP Group, and Tencent, according to PitchBook.
Thea Energy
Thea Energy is betting its pixel-inspired magnets will help it build a stellarator for less money. Stellarators can keep plasmas burning for long periods of time — a boon when it comes to running a commercial power plant — but to do so, they require twisty magnetic fields. Most stellarators build magnets that mimic that complex shape, but Thea Energy thinks that by wreathing its doughnut-shaped reactor in dozens of smaller magnets, it can use control software to create the necessary kinks.
In May, Thea raised $100 million in a Series B led by the U.S. Innovative Technology Fund, just over two years after a $20 million Series A. Across all rounds, the startup has raised $120 million in private capital. Other investors include Prelude Ventures, Lowercarbon Capital, Hitachi Ventures, and Emerald Technology Ventures.
Xcimer
Though nothing about fusion can be described as simple, Xcimer takes a relatively straightforward approach: follow the basic science that’s behind the National Ignition Facility’s breakthrough net-positive experiment and redesign the technology that underpins it from the ground up. The Colorado-based startup is planning to build a 10-megajoule laser system, 5x more powerful than the NIF setup that made history. Molten salt walls surround the reaction chamber, absorbing heat and protecting the first solid wall from damage. In June, Xcimer turned on Phoenix, a prototype system that it says is the most powerful privately owned laser in the world.
Founded in July 2022, Xcimer has raised $101 million from investors, including Hedosophia, Breakthrough Energy Ventures, Emerson Collective, Gigascale Capital, and Lowercarbon Capital.
This story was originally published in September 2024 and will be continually updated.
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TechCrunch Mobility: The shifting flight path of electric air taxis
Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation. To get this in your inbox, sign up here for free — just click TechCrunch Mobility!
Something was in the air this week because we had a heck of a lot of electric aircraft news. Ba-dum-tss.
But really, it’s no joke — two of the bigger deals of the week involved companies developing electric vertical takeoff and landing aircraft (eVTOL). Together they illustrate how the burgeoning sector continues to consolidate and seek out near-term revenue streams even as they go through the lengthy regulatory process to eventually deploy electric air taxis.
In one of the crazier twists in the nascent eVTOL industry, Archer Aviation announced that it now owns its former rival Wisk Aero. Under the terms of the deal, Boeing agreed to sell Wisk Aero and two other subsidiaries to Archer in exchange for an ownership stake in the company. Boeing now holds a 16.5% stake in Archer. The other subsidiaries are SkyGrid, a digital airspace and air traffic management software company, and drone maker Insitu.
For those unfamiliar, Wisk sued Archer in 2021 over allegations of the “brazen theft” of confidential information and intellectual property. The case went on for two years before the companies reached an unusual settlement that not only ended the lawsuit and Archer’s countersuit against Wisk seeking $1 billion in damages, but also led to a new collaboration.
Wisk has taken a rather winding path. It started as Kitty Hawk, an electric aviation startup led by Sebastian Thrun, who co-founded the Alphabet moonshot factory X, and backed by Google co-founder Larry Page. Kitty Hawk shut down in September 2022, but its Cora program, which had spun off into a joint venture with Boeing, lived on. That joint venture was renamed Wisk Aero.
Then there’s Joby Aviation, which made a more predictable deal this week. The company acquired Resonant Sciences for $500 million, marking the electric air taxi developer’s push into the defense sector.
Resonant Sciences, which makes radio frequency and sensor systems, will become a dedicated defense business under Joby aptly called Joby Defense.
Joby has been slowly expanding into the defense sector over the past couple years even as it has pursued its original mission to certify and manufacture electric vertical takeoff and landing aircraft for use as urban air taxis. Joby says it is sticking with its mission, but also sees opportunity — not to mention revenue — in the defense sector.
A little bird

For the past two years, Uber has been laser-focused on locking up partnerships with, and even investing in, autonomous vehicle technology companies. But this week Uber did the opposite. The ride-hail company sold off its entire stake in Serve Robotics, the autonomous delivery robot company that spun out of Uber more than five years ago.
Here’s the interesting part. According to some little birds, Serve Robotics was surprised by the sell-off and only learned about it when Uber’s regulatory filing was posted. Uber and Serve are still business partners, and that contract, which puts Serve’s delivery robots on the Uber Eats app, is set to expire in 2027.
Got a tip for us? Email Kirsten Korosec at kirsten.korosec@techcrunch.com or my Signal at kkorosec.07, or email Sean O’Kane at sean.okane@techcrunch.com.
Deals!

Uber is investing in Galgo, a Chilean fintech company that specializes in extending credit to buy motorcycles, Bloomberg reported.
Electric mobility startup Yulu raised $93 million in a Series C round comprising $63 million in equity led by GEF Capital Partners and $30 million in debt financing.
Notable reads and other tidbits

Aurora Innovation and Kodiak AI have received permits from the California Department of Motor Vehicles to begin testing their self-driving trucks on public roads in the state. And Kodiak AI has already started.
Avride said it has surpassed 100,000 autonomous rides on the Uber app in Dallas. There are some caveats here, of course, namely that there is still a human safety operator behind the wheel. Avride wouldn’t supply me with a weekly ridership breakdown, but it has been about two months since the company announced it had reached the 60,000-ride milestone.
Delta Air Lines is investigating a cybersecurity incident in which an unidentified passenger allegedly created a fake Wi-Fi network on a flight, prompting pilots to alert air traffic control.
Flock announced a series of new policies and tools, claiming they will help curb abuse of its automated license plate camera reader systems and help keep its law enforcement customers accountable.
Ford said it’s on track to complete its $2 billion overhaul of its Louisville Assembly Plant in Kentucky, which will use a new assembly system to build its next-generation of EVs, starting with the midsize Fathom truck.
Ground Truth, an art project created to raise awareness about housing affordability in New York, created a gadget that will trigger the brakes on Citi rental bikes, making it harder to pedal through rent-burdened neighborhoods, Wired reported.
Hiroshi Okuda, a longtime Toyota executive who served as president and eventually chairman, died this week, according to the company. Okuda took some big swings during his time at Toyota, notably pushing for the gas-electric hybrid Prius vehicle. Bloomberg has a lengthy writeup on Okuda.
Pony.ai and Uber plan to bring 2,000 robotaxis to four cities in Europe as part of an expanded partnership.
Department of Transportation Secretary Sean Duffy took to X this week to promote the DOT’s effort to recruit video gamers as air traffic controllers. According to Duffy, 2,000 candidates have been hired through this program, although he didn’t say if they were all gamers.
Uber Freight is investigating a cyberattack and data breach that hacking and extortion gang Helix recently took credit for.
Waymo is expanding in California again after the state’s Public Utilities Commission approved terms of its commercial ride-hailing permit. The company’s robotaxis can now commercially operate (i.e., charge for rides) in a broader territory across the San Francisco Bay Area and Los Angeles. The service can also expand to Sacramento and San Diego — although the Waymo folks say this hasn’t happened yet.
Zoox released its safety case framework, a critical document for any company that wants to build trust with the public and show how and why it thinks its technology is safe enough. This framework is particularly important because today there is no federally mandated test, or AV “driver’s license” so to speak.
One more thing …
TechCrunch Disrupt 2026 is just a couple of months away and I wanted to flag one guest who might be interesting to you.
Rivian CEO RJ Scaringe will join me onstage at Disrupt, our annual tech conference that brings together thousands of founders, investors, CEOs, policymakers, engineers, and media. Have a question for Scaringe? Shoot me an email and I’ll take a look.
Disrupt will be held October 13 to October 15 at the Moscone Center in San Francisco.
Check out the programming that’s been announced so far here, and if you don’t already have a ticket, lock in yours before our next price increase on August 22.
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Woman claims her stepfather used Grok to transform childhood photo into explicit imagery
A woman identified as Jane Doe 4 has joined a lawsuit filed by three Tennessee teenagers against Elon Musk’s xAI over the role the company’s chatbot Grok allegedly played in creating child sexual abuse material.
According to a report in The Washington Post, the woman alleged that her stepfather used Grok to manipulate a photo taken when she was 11 years old to create more than 7,000 explicit images of her. The woman also said that her stepfather was found dead of suicide two days after the images were uncovered in a law enforcement raid.
“Limitless access to these tools is spreading so quickly,” said the woman. “It is taking everyday life and turning it into child sexual abuse.”
The teenagers who’d filed lawsuit accused xAI (now part of SpaceX) of failing to take basic precautions to prevent Grok from being used to create explicit images of real people, including minors. (X was flooded with millions of Grok-generated sexualized images earlier this year.) They are seeking class action status for their suit.
TechCrunch has reached out to xAI for comment.
If you are in a crisis or having thoughts of suicide, call or text 988 to reach the 988 Suicide and Crisis Lifeline.
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Anthropic shares more details about how Claude’s new watermarks will work
Anthropic published a blog post Friday seeking to answer some basic questions about how it will watermark the text generated by its chatbot Claude. Such as: How will the watermarking actually work? Can it be hidden with editing? And how does this affect code?
Claude users have been debating the move since the company revealed earlier this week that it would be doing this watermarking to comply with the EU AI Act’s Transparency Code, which requires AI companies to use systems that make it possible to identify AI-generated content.
On Reddit, for example, one poster characterized this as a conspiracy against innocent Claude users, while another claimed, “The only reason you wouldn’t want this is to lie to people.” And Business Insider reports that “dozens” of users on X have claimed to cancel their Claude subscriptions as a result.
Anthropic’s new post starts with a general overview of the watermarking concept, explaining that when making “low-stakes choices” — like choosing between the words “overcast” and “grey” to describe the weather — Claude can create a pattern in its responses that is “undetectable to the reader, but is detectable to anyone who has a key that encodes it.”
“Watermarking does not impact the quality of Claude’s output,” the company said. “To a reader, a watermarked response is indistinguishable from an unwatermarked one.”
More specifically, Anthropic said it will be using the SynthID-Text approach that the Google DeepMind team outlined in 2024, and that it plans to release a watermark detection API. It also noted that watermarking is distinct from the AI detection approaches offered by companies like Pangram that look for “tells” in the writing (like the construction “his isn’t [X], it’s [Y]”) to reveal AI usage: “Picking up on these patterns is fundamentally different from checking for a watermark.”
Could someone just rewrite the text to hide the watermark? Anthropic said it’s possible, but “light editing probably won’t remove the watermark completely,” while “a complete rewrite where every word is replaced will.”
“In the latter case, of course, it’s arguable whether the text can any longer be described as AI-generated,” the company said.
As for whether the watermark will be detectable in text that was only proofread or edited by Claude, Anthropic said that will depend on “the length of the text and how heavily Claude has edited it.” If it’s only been lightly edited, “nearly all the words” will have been written by the human author and “there’s very little (if anything) for the watermark to attach to.”
Code, meanwhile, should have less of a watermark than other text, because the model will need to create working code and won’t have the freedom to choose between a variety of equally valid options.
“Having said that, in areas where there is an arbitrary choice between particular words or terms within the code, the watermark can be used, such as comments within code,” Anthropic said. “But by definition, it will have a negligible effect on the actual code produced.”
Anthropic also said that Claude won’t be the only AI chatbot to generate watermarked text, as “other major model developers have signed the same Code of Practice and will be implementing their own watermarks.”
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