We’re Talking About Self-Driving Cars the Wrong Way

David Shultz

David Shultz reports on clean technology and electric vehicles, among other industries, for dot.LA. His writing has appeared in The Atlantic, Outside, Nautilus and many other publications.

We’re Talking About Self-Driving Cars the Wrong Way
courtesy of Waymo

In 2013, one of my first assignments in graduate school was to read an article in The New Yorker about Google’s new autonomous car. Back then it sounded like autonomous vehicle (AV) technology was just around the corner—that we stood on the precipice of some new golden era in transportation where cars would form fuel-efficient caravans on highways and parents could send those cars to pick the kids up at school without having to leave the office early. People with disabilities would have access to new levels of personal freedom. Traffic accidents would be a thing of the past.


Now, a full decade later, exactly none of those things have come to pass, and in the process autonomous vehicles have become emblematic of the tech companies’ tendency to over-promise and under-deliver. “Self-driving cars have been one year away for ten years,” the joke goes.

And no company has felt this scorn more directly than Tesla. The electric vehicle giant has endured a series of high profile missteps related to its autonomous technology, and CEO Elon Musk has been extremely incorrect about the timeline for its implementation. Last week Tesla announced a recall of 363,000 vehicles due to issues with its full self-driving software, which, despite its name, does not even offer full self-driving.

This is all to say that it was not without some trepidation that I decided to accept an invitation earlier this month to a ride in Waymo’s autonomous vehicle. Waymo began as the “Google Self-Driving Car Project” in 2009–four years before I’d read the New Yorker Story. The company changed its name and became a subsidiary of Alphabet Inc (Google’s parent company) in December 2016. Waymo is headquartered in Mountain View, CA, which would ordinarily put it outside the watchful purview of dot.LA, but the self-driving start up is setting up shop in Santa Monica.

I meet Waymo Communications Manager Sandy Karp and product manager Vishay Nihalani a few miles from the Pacific Ocean at Virginia Avenue Park around 10am. They’re standing outside a white Jaguar E-PACE equipped with an ostentatious array of cameras, lidars, and radars. Our plan is to have the car drive us to a donut shop on Wilshire Blvd, get a donut, rendez-vous with the car again, and instruct it to chauffeur us back to the park.

The trip begins with the press of a button on a touch screen on the back of the center console. The elephant in the room (or in this case the car), is that there’s actually a person in the driver’s seat. Lindsay Alara, an Autonomous Specialist for Waymo, keeps her fingertips lightly in contact with the steering wheel and her feet waiting near the pedals just in case the vehicle does something it shouldn’t.

In Arizona, Waymo has been running its fully autonomous ride hailing operation with no human present in the car since as early as 2020. But California’s stricter regulatory environment means that her job is safe here, for now.. Waymo is applying for the necessary permits to move the system to fully autonomous, but the process is likely to take months, says Nihalani. The company is spending that time training and validating its AI in new neighborhoods.

“We've expanded in the cities that we're operating in,” says Nihalani. “In San Francisco we’re driving 24/7; in downtown Phoenix we’re driving 24/7. We're driving an increasing set of road speeds, weather conditions, so on and so forth,” says Nihalani. With its primary education complete in Arizona, Nihalani says the AI is picking up the subtleties driving in Los Angeles and San Francisco quite quickly. “That’s something that we're really excited by, I think it’s what's enabling an acceleration of momentum, which may have been different than what we've seen in the past few years.”

Waymo’s city-by-city, street-by-street approach to autonomous driving illuminates a paradigm shift in the way we need to think about the technology, says, Alex Bayen, a transportation and systems engineer at Berkeley. Autonomous driving will probably never be something that’s “solved” all at once, but rather something that develops over time. “I think the right way to look at things is that every year there are more and more use cases where an increased level of automation has become a reality,” says Bayen. “Every company which is trying to grab some real estate in this new technological world, what they're doing is they're trying new use cases. Autonomous vehicles are not going to go everywhere initially, and they are not going to be there all the time. They are only going to operate in specific conditions.”

As that envelope of use cases pushes outward, Bayen and other researchers say now is the time to talk about how autonomous vehicles should be regulated. As easy as it is to imagine the benefits of driverless cars, it’s equally easy to imagine the potential for pitfalls.

Ride sharing services, in general, have been shown to increase traffic and congestion in cities. So the potential for fleets of unoccupied “ghost cars” to exacerbate Los Angeles’ already abhorrent traffic conditions should be a real concern for policy makers today. Likewise, for private owners, it may prove cheaper to send a vehicle back home during the work day rather than pay for parking at the office. Or the convenience of autonomous vehicles may make it tempting for parents to use one to chauffeur their kids to school rather than have them take the bus. All of these scenarios would worsen traffic and increase emissions–even if the cars are electric. In one study, researchers at the University of Washington found that AVs could either cut our greenhouse gas emissions roughly in half or double them, depending on how the technology is implemented.

“There's a potential for real net positive, if we get leaders in the public sector and the private sector to work together to ameliorate some of those known problems that we suspect will happen,” says Ben Clark, a professor of public administration planning, public policy and management at the University of Oregon. “We don't want to be in the same position as we were when Uber came to town and we were very reactive.”

According to Clark, state governments should be thinking about how to tax or charge for miles driven by unoccupied vehicles and how to incentivize sharing individual vehicles between multiple people, families, or groups. As the use case envelope for autonomous vehicles expands, the model for car ownership may have to change in order for us to actually reap the benefits. The never ending delays to autonomous vehicles may be frustrating or amusing to consumers, but they also should be giving policy makers ample time to see these issues coming. “It's actually an invitation to elected officials to look at this and figure out how to not have a jungle, but how to have a well organized garden where things work properly,” says Bayen.

On our donut run, the vehicle moves cautiously and smoothly; it navigates streets lined with parked cars and turns with poor visibility. It identifies and avoids construction cones. It deftly changes lanes and passes unloading trucks.

Riding in an autonomous vehicle invites you to see the streets with fresh eyes, and suddenly it becomes easy to see why the technology has taken so much longer to arrive than we might’ve expected. Our roads are littered with “edge-case” obstacles. Other drivers don’t always follow the exact rule of law; people go out of turn at 4-way stops; cyclists filter through traffic at red lights, pedestrians jaywalk; emergency vehicles trump all the rules. “The California Stop is a real thing,” jokes Nihalani.

Still, none of that explains one strange moment as we cross over the 10 freeway where the car begins to slow down as we approach a greenlight even though there’s no obvious sign of danger or obstacle in our path. I instinctively look over my shoulder to see if someone is going to rear end us, but the moment passes quickly and the car–for whatever reason–decides the way forward is safe once more. While Alara never has to intervene, it’s a small reminder that the technology is still on its way.

Are we there yet? We’ll get there when we get there.

From Breaking Tech News to Backing It
Image Source: Sources

🔦 Spotlight

Hey there, Los Angeles.

For the past decade, Alex Heath has made a career out of figuring out what the technology industry is doing before everyone else.

Now, he is going to invest in it.

Heath announced this week that he is joining Los Angeles-based Sound Ventures as a partner on its investing team. The veteran technology journalist will continue independently operating Sources, the newsletter and podcast business he launched after leaving The Verge last year.

It is an unusual career move, but perhaps not as unusual as it initially appears.

Journalists and venture capitalists spend much of their time doing surprisingly similar work. Both look for signals before they become obvious, build relationships with people who know what is coming next and attempt to distinguish a lasting shift from a convincing story.

The crucial difference is what happens after they find one.

A journalist publishes. An investor writes a check.

Heath has spent years reporting on some of the technology industry’s most powerful companies and executives. At The Verge, where he served as deputy editor, his work focused on the internal decisions shaping companies such as Meta. More recently, Sources has taken readers inside the AI race through reporting and interviews with executives including Sam Altman and Mark Zuckerberg.

That experience gives Sound something venture firms increasingly want: someone who already understands the founders, companies and narratives competing to define the next era of technology.

Sound Ventures is not exactly starting from scratch. Led in Los Angeles by Guy Oseary and Effie Epstein, the firm manages nearly $2B and has backed companies including OpenAI, Anthropic, World Labs, Brex, Affirm and GitLab. According to The Wall Street Journal, Sound deployed more than $800M into early positions in OpenAI, Anthropic and World Labs as it intensified its focus on artificial intelligence.

Heath is joining during an important transition for the firm. Ashton Kutcher, who co-founded Sound with Oseary in 2015, departed earlier this year to launch a new venture firm. Oseary and Epstein are continuing to lead Sound while raising its fifth flagship fund and sharpening its strategy around companies with the potential to reach meaningful commercial scale.

Adding Heath suggests that Sound’s next phase will not be defined by capital alone.

As AI makes it faster and less expensive to build software, technical capability may become less effective as a differentiator. More startups will be able to create credible products, and more of them will compete for the same finite supply of customers, talent and attention.

In that environment, knowing how to identify a compelling founder is only part of the job. Venture firms also need to understand how companies earn trust, communicate what makes them different and remain culturally relevant in an increasingly crowded market.

That is familiar territory for Sound. Oseary built his career managing artists including Madonna and the Red Hot Chili Peppers, where recognizing talent was inseparable from helping that talent connect with an audience. Heath brings a different version of the same instinct, developed through finding important stories and understanding why people should pay attention to them.

Heath will continue owning and operating Sources independently while expanding its podcast and interviewing prominent voices across the technology industry. That means he is not abandoning the platform or audience he built. He is adding a new vantage point.

The combination could prove especially valuable to Sound. Heath brings the instincts of a reporter, the reach of an independent media founder and years of relationships with the people shaping technology. Now, he can apply that experience to finding and supporting the next generation of founders.

It is a fitting evolution for someone who has spent his career identifying important technology stories early.

This time, he will have the opportunity to help write what happens next.

Venture firms once competed primarily through capital, networks and operating expertise. Now, access to attention is becoming an asset of its own. Founders need help reaching customers and shaping public understanding, while investors want better ways to recognize which people and ideas will command that attention next.

Sound Ventures hired someone who has spent a decade doing exactly that.

Heath used to decide which technology stories were worth following.

Now, he will help decide which ones get funded.

More from this week’s LA startup and venture scene below.

🤝 Venture Deals

    LA Companies

    • Maven Robotics emerged from stealth with a $100M Series A and humanoid robots already operating in warehouse deployments. The company says its robots can work for 16 hours a day with 99% uptime and is positioning itself as a reliable alternative for businesses whose existing robotics providers fail to meet deployment targets. - learn more

    LA Venture Funds
    • Bedrock Capital participated in Mach Industries’ $600M Series C extension alongside Ribbit Capital, Infinite Capital and Sequoia, bringing the round’s total to $900M and doubling the defense startup’s valuation to $3.7B in three months. The Huntington Beach company manufactures lower-cost unmanned aircraft, strike weapons and counter-drone systems, while expanding into solid rocket motors and jet-engine production to address critical defense supply-chain bottlenecks. - learn more
    • U First Capital participated in Positron AI’s $875M funding round, which was co-led by NEA, Atreides Management, Valor Equity Partners, Andra Capital, SemiAnalysis Capital and Jim Clark, valuing the AI chip startup at $5B. Positron will use the capital to bring its memory-focused Asimov processor and Titan server system to market, offering an energy-efficient alternative to GPUs for running AI models. - learn more
    • WndrCo participated in Harvey’s $550M funding round, co-led by Diffusion and Lightspeed Venture Partners, valuing the legal AI company at $15.5B. Harvey will use the capital to expand its team and advance its AI platform, which helps law firms, in-house legal departments and professional-services organizations build and manage proprietary legal intelligence. - learn more
    • Nolan Capital participated in Encoded Therapeutics’ $275M Series F, which was co-led by GV and another healthcare-focused fund and included several new and returning investors. The biotech will use the capital to advance its lead gene therapy for Dravet syndrome through pivotal studies, expand its manufacturing capabilities and prepare another treatment for post-amputation nerve pain for clinical testing in 2027. - learn more
    • UP Partners led Overroute’s $5.5M seed round to expand its AI-powered freight execution platform for large trucking fleets and logistics operators. The company’s AI agents automate load monitoring, exception management and freight coordination, helping fleets respond to disruptions and keep shipments moving with less manual work. - learn more
    • Patron Fund participated in System’s $20M funding round alongside Will Ventures, Vine, Courtside, Daybreak, SV Angel and RiverPark Ventures. The San Francisco company will use the capital to expand its vertically integrated peptide platform, which connects patients with licensed clinicians and personalized treatments from U.S. compounding pharmacies while emphasizing testing, traceability and regulatory compliance. - learn more
    • Alpha Edison led Onix’s $5M pre-seed round, with participation from Garage Capital, Ride Home Fund and strategic investors including UTA co-founder Jeremy Zimmer and Real Ventures co-founder JS Cournoyer. The Montreal startup will use the funding to develop its private AI platform, onboard more specialists and prepare for a public launch, offering personalized guidance built exclusively from licensed expert knowledge rather than information scraped from the internet. - learn more
    • Rebel Fund participated in VideoGen’s $3.3M seed round alongside Y Combinator, Lobster Capital, Stretford End Capital, Mento VC, Pioneer Fund and Decacorn VC. The San Francisco startup, which has reached more than 5M users across 190 countries, will use the funding to expand its team and grow its AI platform for producing editable, copyright-free videos. - learn more

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      Who Gave the AI Access?

      🔦 Spotlight

      Happy Friday, Los Angeles.

      The newest employee in the office does not need a desk, a salary or a coffee order. But it may have access to your company’s emails, financial records, customer data and software systems.

      That raises a fairly important question: Who decides what an AI agent is allowed to do?

      El Segundo-based cybersecurity company Saviynt is building its next chapter around the answer.

      Carrick Capital Partners announced this week that it closed a $600M continuation vehicle for Saviynt, including a new $255M investment in the company. The transaction allowed Carrick’s existing investors to either take liquidity or remain invested, while also providing liquidity to Saviynt employees through a tender offer.

      Continuation vehicles are not exactly known for making gripping Friday reading. The company behind this one is considerably more interesting.

      Saviynt develops identity security software that helps businesses determine who can access their applications, data and infrastructure. Increasingly, however, “who” does not refer exclusively to a person.

      Companies are deploying AI agents that can retrieve information, write code, communicate with customers and complete multistep tasks with limited supervision. These digital workers need access to company systems to be useful, but every new permission also creates another opportunity for sensitive information to be exposed or an unintended action to be taken.

      In other words, AI agents may be tireless employees. They are not necessarily trustworthy ones.

      Saviynt is addressing that problem through Zuma, its platform for discovering, securing and governing AI agents, large language models and other nonhuman identities alongside a company’s human workforce. The goal is to give businesses one place to determine what every identity can access, whether it belongs to an employee, a contractor, a software application or an autonomous agent operating at machine speed.

      The opportunity appears to be growing quickly. Saviynt has surpassed $300M in annual recurring revenue, up from approximately $10M when Carrick first invested. The company says bookings have increased by more than 80% this year while customer retention remains at 96%.

      The new investment was completed as part of the final close of Saviynt’s previously announced $700M Series B, which valued the company at approximately $3B. Carrick’s continuation vehicle was led by Coller Capital and co-led by HSBC Asset Management, giving the investment firm more time and capital to remain behind one of its strongest-performing companies.

      For Saviynt, the funding will support further development of its identity platform, deeper integrations with major cloud and software providers and its push to become a central security layer for the agentic workplace.

      That ambition reflects a broader change taking place inside companies. The first wave of enterprise AI focused largely on what the technology could generate. The next phase is about what it can actually do, and whether businesses can maintain control once AI moves from answering questions to taking action.

      Saviynt is betting that identity will become the gatekeeper.

      AI agents are gaining access to the digital workplace, whether corporate security teams are ready for them or not.

      Someone still has to hold the keys.

      More from this week’s LA startup and venture scene below.

      🤝 Venture Deals

        LA Venture Funds

        • Fulcrum Ventures participated in Critical Materials Group’s $10.3M seed round, led by Overmatch Ventures and joined by Victory Six Advisors. The Austin-based defense manufacturer will use the funding to develop and commission modular, automation-ready production systems designed to expand domestic manufacturing capacity for munitions and advanced energetic materials. - learn more
        • Fusion VC participated in Newlight’s $9M seed round alongside lomarlabs, BIRD Energy, Undeterred Capital and CiRi Ventures. The San Francisco-based maritime technology company recently demonstrated its hydrogen-hybrid retrofit on an 8,500-nautical-mile commercial voyage, reducing fuel consumption by 24% and carbon dioxide emissions by 28%. - learn more
        • Rebel Fund participated in Metal’s $4.5M seed round alongside a16z, Y Combinator, Gaingels, Indus Valley Capital, Phaze Ventures and Pioneer Fund. Metal will use the funding to build an AI-native operating system that helps founders identify relevant investors, manage outreach and automate other parts of the venture fundraising process. - learn more
        • UP.Partners participated in Reframe Systems’ $40M funding round, led by Energy Impact Partners and joined by Counterpart Ventures, E12 Ventures, Global Brain, Thin Line Capital and LACI Impact Fund. The homebuilding startup will use the capital to expand its network of robotics-powered microfactories, which it says can construct homes three times faster and at 35% lower cost than traditional methods. - learn more
        • Clocktower Technology Ventures participated in Sharpi’s $4M seed round, co-led by NXTP and ONEVC and joined by MAYA Capital. The Brazilian startup will use the funding to expand its team and develop autonomous AI agents that connect WhatsApp conversations with enterprise systems to automate B2B sales tasks such as order processing, customer follow-ups and demand generation. - learn more

        LA Exits

        • Extensiv, a California-based provider of warehouse management and fulfillment software, has been acquired by Descartes Systems Group for approximately $120M in cash. The acquisition adds Extensiv’s AI-enabled inventory, order, billing and omnichannel fulfillment tools to Descartes’ logistics network, strengthening its offerings for third-party logistics providers and ecommerce brands. - learn more
        • DocSolutionUSA has been acquired by Stewart Information Services alongside ProTitleUSA, adding mortgage document generation and automation capabilities to Stewart’s title services platform. The companies provide title, document and due diligence services for mortgage servicers, investors and capital markets clients; financial terms were not disclosed. - learn more
        • Fysh Foods, the Los Angeles-based plant-based seafood brand founded by creator and entrepreneur Zoya Biglary, has been acquired by City Roots Hospitality in an all-cash deal with undisclosed terms. City Roots plans to introduce Fysh Foods’ raw fish alternatives across its New York City restaurants and potentially expand the brand beyond the city as its restaurant portfolio grows - learn more

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          An LA AI Company Just Won Entertainment’s Backing

          🔦 Spotlight

          Hello LA.

          The entertainment industry has spent the past several years debating what generative AI could take from creators.

          This week, some of its biggest companies put money behind an AI startup promising to build something for them instead.

          Los Angeles-based Stability AI raised $76M in Series B funding from an investor group that includes Electronic Arts, Sony Music Group, Universal Music Group and Warner Music Group. AMD Ventures and Pacific Alliance Ventures also joined the round, while LA-based MANTIS Capital and Sound Ventures are among the company’s existing backers.

          The financing brings Stability AI’s total funding under CEO Prem Akkaraju to $232M, including two equity rounds and convertible notes. The company plans to use the new capital to expand its creative production tools, applied research and professional services across music, gaming and entertainment.

          The amount is notable. The names attached to it are the bigger story.

          Generative AI’s arrival in entertainment has been anything but quiet. Artists have questioned whether their work was used to train models without permission. Studios have faced pressure over how the technology could affect jobs. Record labels have pursued AI companies in court while simultaneously exploring how the same technology might fit into their businesses.

          Now, several of the world’s largest entertainment companies are investing directly in one.

          That does not mean the industry has resolved its concerns about AI. It means some of its biggest players would rather help shape the technology than wait to see what it becomes.

          Stability AI is positioning itself for that opening. Rather than focusing solely on general-purpose models, the company is building tools specifically for professional creatives. Its recently launched Stable Audio 3.0 was trained on fully licensed music and lets artists generate, edit and arrange audio through a web platform or directly inside digital audio workstations.

          Image Source: Stability AI

          That licensed-data approach is central to the pitch. The next phase of creative AI will not be decided only by which company produces the most impressive model. It will also depend on which companies can earn the trust of the artists, studios and rights holders whose work gives those models value.

          For its new strategic investors, the round offers more than financial upside. It creates a closer view into how generative AI may change production, a voice in how the tools develop and an opportunity to establish rules before those rules are established for them.

          For Stability AI, the backing provides something equally important: credibility inside industries that have every reason to scrutinize what it is building.

          The company now has capital and access to some of the largest catalogs, franchises and creative workforces in entertainment. What it does with that access will determine whether this becomes a meaningful alliance or simply an impressive collection of logos.

          Either way, the industry is no longer watching from a safe distance.

          It has entered the room.

          LA’s Air-Taxi Plans Are Coming Downtown

          While Stability AI is trying to change how entertainment gets made, Archer Aviation wants to change how people get to it.

          AEG and Archer announced plans to develop downtown Los Angeles’ first vertiport at L.A. LIVE, creating a potential new stop in Archer’s proposed electric air-taxi network ahead of the 2028 Olympic and Paralympic Games.

          Image Source: Archer

          The planned site would sit beside Crypto.com Arena and allow passengers to travel to and from the entertainment district aboard Archer’s Midnight aircraft. The company says its network could turn drives that take an hour or longer into electric flights lasting approximately 10 to 20 minutes.

          Archer has already identified SoFi Stadium, USC and Hollywood Burbank Airport as possible locations, with its recently acquired Hawthorne Airport expected to serve as the network’s central operating hub. As the official air-taxi provider of LA28 and Team USA, Archer has an unusually visible deadline for turning those plans into something tangible.

          AEG and Archer have completed an initial feasibility study of the L.A. LIVE site, including reviews of land use, airspace, power availability and community impact. The next phase will examine operations and the passenger experience.

          There is still a substantial distance between a proposed vertiport and a functioning air-taxi network. The infrastructure must be built, regulatory approvals must be secured and passengers must be persuaded that flying across the city is safer and more practical than staying on the ground.

          Still, few locations could make that future feel more real than L.A. LIVE. Millions of people already pass through the district for concerts, games and major events. Placing a vertiport there would bring urban air mobility out of the concept stage and directly into public view.

          Together, this week’s announcements show Los Angeles becoming a testing ground for two technologies still moving from promise toward everyday use.

          One could reshape how entertainment is created. The other could reshape how Angelenos reach it.

          In a city famous for both its creative industries and its traffic, that feels appropriately on brand.

          More from this week’s LA startup and venture scene below.

          🤝 Venture Deals

            LA Companies

            • Atorie raised a $9.5M seed round from investors including a16z speedrun, Night Capital and Lightspeed Venture Partners’ Jeremy Liew. The AI-powered fashion startup connects consumers directly with luxury manufacturers to offer high-quality goods without traditional designer markups, and will use the funding to expand logistics, production and its AI shopping tools. - learn more
            • Long Beach-based Maglut Heavy Industries emerged from stealth with $3.1M in pre-seed funding from Wave Function, Nova Threshold and Julian Capital. The startup is developing a chromatography-based system to process and refine rare earth elements domestically, with pilot tests producing materials at more than 99.9% purity. - learn more

            LA Venture Funds
            • MANTIS Venture Capital participated in Voya Energy’s $35M Series A, led by Energy Impact Partners and joined by John Doerr, StepStone, Founders Fund, Overmatch and Seven Stars. The Hayward-based startup will use the funding to commercialize its aluminum-fueled generators, which provide clean, off-grid power for data centers and other energy-intensive operations without combustion or local air emissions. - learn more
            • Regeneration.VC participated in eComID’s $17M seed round, led by Systemiq Capital and joined by Course Corrected, Stadium and returning investor CapitalT. The Stockholm-based startup will use the funding to expand internationally and scale its AI-powered Shopping Passport, which helps retailers personalize sizing and product discovery while reducing returns. - learn more
            • Clocktower Technology Ventures participated in Helcim’s $53M Series C, led by BDC Capital’s Growth Venture Fund and joined by new investors Curql Collective and LA-based Gold House Ventures. The Calgary payments company will use the funding to expand its platform, develop additional financial services and serve more small and midsize businesses across North America. - learn more

            LA Exits

            • Altruist agreed to be acquired by Vanguard, giving the Los Angeles-based wealth technology and custody platform greater resources to expand its tools for independent financial advisors. Altruist will continue operating as a standalone business under its existing leadership and brand after the deal closes, which is expected later this year pending regulatory approval; financial terms were not disclosed. - learn more
            • Personality AI has been acquired by WildBrain for approximately $11M in cash and 1M WildBrain shares upfront, with additional payments tied to future performance. The startup develops kid-safe conversational AI experiences for entertainment characters, including “Hey Peppa Pig,” and will help WildBrain expand its franchises into interactive products across toys, apps and digital platforms. - learn more

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