At What Point Will Generative AI Really Start Swaying Elections?

Lon Harris
Lon Harris is a contributor to dot.LA. His work has also appeared on ScreenJunkies, RottenTomatoes and Inside Streaming.
At What Point Will Generative AI Really Start Swaying Elections?
Evan Xie

With rumors swirling this week about the potential (now delayed) arrest of former president Donald Trump, social media responded as it tends to do with any major news story: by memeing the heck out of it. In this case, imaginative online pranksters took to generative AI art apps like Midjourney and Stable Diffusion to create fake images of Trump being placed under arrest and taken to prison. One narrative thread of AI imagery – depicting Trump’s journey from arrest to prison to escape and ultimately seeking sanctuary in McDonald’s was apparently enough to get British journalist Eliot Higgings temporarily banned from the Midjourney app entirely.

Naturally, this led to another round of deep concern from the press about the potential future implications of AI art and other kinds of “deepfake” technology. Soon, these editorials warn, we may be completely incapable of distinguishing fact from fiction or trusting even evidence we can see and hear. With new AI apps and concepts flooding the internet every day, we’re now repeating this news cycle every few weeks. It was only late February when everyone was concerned about those vocal deepfakes, following the spread of clips in which Joe Biden was trapped in the “Skinamarink” house, or recalled the events of the 2011 film “We Bought a Zoo.”

Certainly, no one could deny the power a single potent image can have on public perception. How many times have social media users shared that memorable photograph of the Clintons and Trumps at a party together chatting it up, or Elon Musk posing next to convicted sex trafficker Ghislaine Maxwell, or those Charlotesville protesters with the tiki torches. The whole concept of photojournalism is built around the concept that a carefully-captured image can tell a story just as effectively as a 500-word article.

But is AI Art actually believable?

It’s nonetheless worth pointing out in light of the viral success of Higgings’ and others’ “Trump Arrest” AI art threads that we’re not yet in a world in which apps like Midjourney could potentially sway elections. Consumer-facing AI products can certainly produce compelling images based only on simple prompts, but once you get out of the realm of relatively simple portraits and straight-forward concepts, the results become exponentially less photorealistic. Even in Higgins’ own thread, static shots of Trump in a prison cell alone reading a book or slouching against a fence look way more compelling than action shots of him shooting hoops with other inmates or fleeing authorities to a fast food joint under cover of night. (Though the Golden Arches come through perfectly, even the McDonald’s name doesn’t translate into AI; Midjourney reproduces their logo as reading “Minonad.”)

AI art apps famously struggle to reproduce the more nuanced and complicated bits of human anatomy like faces and hands (though there have been recent signs of improvement here). Some shapes and textures, like liquids, also remain problematic for the apps, though again there are some signs of hope on the horizon.

All the “sky is falling” editorials about how one day soon, you won’t be able to tell if a photo is real or AI prompt-based, begin with the core assumption that these proposed solutions will work out, and generative AI art apps will essentially become perfect very soon. And look, there is no direct evidence that this is wrong, and the fact that these apps exist in the first place is impressive.

But is it a guarantee that Midjourney will definitely get a lot better at photorealism in the near future, such that we have to be actively concerned when we see a photo of President Trump about whether or not we can believe our eyes? Is this the kind of thing we can “teach” software just by showing it thousands of individual labeled photographs and telling it “this is what reality looks like”? Does anyone even know?

The Pixar Problem

I’m reminded of a San Diego Comic-Con panel I attended in 2008. (Bear with me! I swear this is gonna link up.) Pixar did a presentation in Hall H that year previewing their latest film, “Up,” and the conversation included some insights into some of the more complicated animation challenges the studio had encountered to date. “Up” director Pete Docter was a veteran of one of the studios’ first and most-beloved films, “Monsters Inc.,” and he said that one of the chief obstacles to animating that film was the character of Sully, who’s covered in thick blue fur. When Pixar began work on “Monsters Inc,” their computer animation software didn’t yet know how to reproduce realistic tufts of hair.

This makes sense when you think about the way hair behaves in the real world. There’s uniform direction; all of Sully’s fur follows him around wherever he goes, and is impacted by his momentum, the wind, other characters and objects moving around, and so forth. But “fur” is not a single uniform object; it’s actually made up of thousands upon thousands of individual strands of hair, which don’t all behave in exactly the same way all the time.

Computers aren’t naturally that good at reproducing this kind of randomized group movement; it took Pixar animators years of diligent work and a whole lot of computer processing power to sort it out. Other complex substances and surfaces like water have also buguiled animators for years. Disney animators working on “Moana” specifically had to address the challenges posed by a movie in which the ocean was both a setting and a supporting character with new techniques and technologies. It’s the same situation with large crowds; they move as a unit, yes, but they’re actually made up of individual people, who also move around on their own. That’s tough for a computer to animate without very specific instructions.

Which (finally!) brings me back to Midjourney and AI art apps. The assumption that the computer will “figure out” all of these challenges on its own, just by being trained and retrained on more and more images, strikes me as a pretty significant one. We tend to view the advancement of technology as purely linear, a straight line from where we are now to “the future.” But in fact, a lot of innovations develop in starts and stops. An intractable problem presents itself, and it can take a relatively long time to sort out, if in fact it ever gets resolved. (It’s been more than a decade since we were first promised self-driving cars and truly immersive virtual reality were just a few years out, after all.)

Perhaps Midjourney will have an easier time with fur and juice and Times Square on New Years Eve than Pixar and Disney’s software had, and won’t require as much patient and careful direction and processing power to sort all of this out. But I’ve yet to see any evidence that it’s a guaranteed sure thing either.

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From Retro Cool to AI Convenience: LA’s New Tech Normal

🔦 Spotlight

Hello LA,

What do you get when you cross a 1950s diner, robot-powered retail, and apps trying to do the right thing? A very Hollywood week in LA tech.

  Image Source: Tesla

 

Let’s start with the most literal: Tesla’s long-awaited retro-futuristic diner just opened on Sunset, complete with drive-in movie screens, EV charging bays, and a neon glow that practically begs to be Instagrammed. It’s a mashup of Elon-style nostalgia and innovation, where your burger might take longer to arrive than your Model 3 finishes charging. While the menu sticks to diner classics (yes, there's a milkshake bar), the real flex is how Tesla is rebranding waiting as an “experience.” In a city where parking is currency, Tesla has turned it into a destination.

  Image Source: VenHub

 

Just down the street, VenHub’s smart convenience store quietly opened its doors, but this is no 7-Eleven. The Pasadena-based startup is betting on AI-powered, cashier-free retail hubs that can be dropped anywhere, anytime. Think vending machine meets Apple Store. Investors are buying in on the promise of 24/7 access to snacks, essentials, and even meds. No human required. In a city of hustle, VenHub wants to make “convenient” even more convenient. Check out their locations here.

Uber also rolled out new "Women Rider Preferences" in LA, letting women and nonbinary drivers opt to pick up women riders. It's a long-requested feature aimed at improving safety and comfort, especially for those driving at night. And while it’s opt-in for now, it’s a significant move toward rethinking trust and transparency in ride-hailing, starting with the people behind the wheel.

  Image Source: Snap

 

And finally, Snap launched "Home Safe Alerts" to quietly keep you safer on the move. You can now send automatic updates to trusted friends when you're heading out or getting home. It’s a subtle yet powerful shift toward making tech feel more protective and less performative. Snap’s way of saying, "Text me when you get home," but without the follow-up guilt.

So whether you're grabbing a burger under the glow of a Tesla screen, scanning a QR code at a robot-run bodega, or just getting home a little safer, this week reminded us that LA doesn’t just build the future. It makes it weird, wonderful, and just a little more user-friendly.

Catch you next week ✌️

🤝 Venture Deals

LA Companies

  • Nevoya has raised $9.3M in seed funding, led by Lowercarbon Capital, to transform the American trucking industry with its advanced freight platform. The company aims to modernize logistics by optimizing routes, improving efficiency, and better connecting shippers and carriers. The funding will help Nevoya expand its technology and scale operations to redefine how goods move across the country. - learn more

LA Venture Funds

  • Pinegrove Capital Partners joined Armada’s $131M Series B round to support the San Francisco-based edge computing startup in its mission to bring secure, modular data centers to remote and infrastructure-poor environments. Armada builds rugged, containerized units like its flagship Galleon and newly unveiled Leviathan, designed to enable real-time AI and compute at the edge. The funding will accelerate the deployment of these solutions globally and scale development for critical defense, energy, and industrial use cases. - learn more
  • Rebel Fund joined Lyra’s $6M seed round, supporting the San Francisco startup that’s redefining video conferencing with its AI-native platform. Lyra transforms traditional meetings into interactive workspaces with real-time collaboration and auto-generated summary notes. The capital will bolster infrastructure and support rapid growth as the company scales its go-to-market operations. - learn more
  • Plassa Capital participated in Bloom’s $1.6M pre-seed round to support the startup’s mission of building an all-in-one hub for the crypto trading community. Based in Miami, Bloom offers a social platform that combines trading tools, real-time news, and community-driven insights for crypto traders. The funding will help the company grow its team, enhance its product, and expand its user base. - learn more
  • Embark Ventures participated in TRIC Robotics’ seed funding round to support its development of autonomous robots that help farmers manage pests and plant diseases without chemicals. Based in Delaware, TRIC uses ultraviolet light and computer vision to treat crops like strawberries in a sustainable, labor-efficient way. The funding will help the company expand deployments, grow its team, and scale its technology to more farms across the U.S. - learn more
  • Alexandria Venture Investments participated in Dispatch Bio’s $11.2M seed funding round. Based in San Diego, Dispatch Bio is developing a novel immunotherapy platform that aims to deliver a universal treatment for solid tumors by reprogramming immune cells at the tumor site. The funds will support further development of its platform and expansion of preclinical studies. - learn more
  • Mucker Capital led Vaudit’s $7.3M seed round, reinforcing its belief in the San Francisco Bay Area-based startup. Vaudit delivers an AI-powered media audit platform that automates real-time validation of ad spend, detecting discrepancies before payments are processed. The funding will enable Vaudit to enhance its platform, expand its team, and scale its global reach across web and mobile channels. - learn more
  • Morpheus Ventures participated in xLight’s $40M Series B funding round to support its mission of transforming semiconductor manufacturing. The Palo Alto-based company develops advanced laser-based lithography technology designed to make chip production faster, more precise, and more cost-effective. The new funding will be used to accelerate product development, expand the team, and scale operations to meet growing demand. - learn more
  • Magnify Ventures participated in Alix’s $20M Series A funding round to help the company modernize the estate settlement process. Based in New York, Alix offers a digital platform that simplifies and streamlines estate administration for families and professionals. The funds will be used to enhance the platform, grow the team, and expand its reach to meet increasing demand. - learn more
  • Untapped Ventures participated in Nexxa AI’s $4.4M seed round to support the company’s mission of bringing specialized AI solutions to heavy industries like manufacturing, logistics, and energy. Based in Sunnyvale, Nexxa’s platform enables domain-specific AI deployment tailored to industrial operations. The funding will help the company expand its engineering team, accelerate product development, and onboard new enterprise customers. - learn more

LA Exits
  • Exverus Media, a Los Angeles-based media agency known for its data-driven approach to brand growth, has been acquired by global marketing firm Brainlabs. The acquisition strengthens Brainlabs’ U.S. presence and adds strategic media planning and measurement capabilities to its portfolio. Exverus will continue operating under its brand while gaining access to Brainlabs’ global resources and infrastructure. - learn more
  • Generous Brands is set to acquire Health-Ade Kombucha, the Los Angeles-based beverage company known for its premium, gut-healthy drinks. The deal marks Generous Brands’ push into the fast-growing functional beverage market and adds a high-profile name to its portfolio. Health-Ade will continue operating with its existing team while benefiting from expanded resources and distribution capabilities. - learn more
  • Launch Potato has acquired OnlyInYourState, a travel discovery platform known for spotlighting hidden gems across the U.S. The acquisition expands Launch Potato’s portfolio of digital brands and supports its goal of using AI to personalize trip planning experiences. OnlyInYourState will continue to operate while integrating with Launch Potato’s performance marketing and content strategy capabilities. -learn more
  • Vilore Foods has acquired Tia Lupita Foods, a better-for-you Mexican food brand known for its hot sauces, chips, and tortillas made with simple, sustainable ingredients. The acquisition expands Vilore’s portfolio into the health-conscious and culturally authentic food space. Tia Lupita will continue to operate under its brand while gaining access to Vilore’s distribution network and resources. - learn more

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      The $260M Robot Revolution Happening in Torrance

      🔦 Spotlight

      Hello Los Angeles,

      Forget rockets. This week, the loudest move in the defense tech scene came from a factory floor in Torrance, where Hadrian secured $260 million to fuel its robot-run revolution.

      The company, which builds AI-powered, robot-run factories for America’s aerospace and defense industries, announced the massive Series C raise, led by existing investors like Lux Capital and Founders Fund, along with a factory expansion loan facility arranged by Morgan Stanley. The funding will power Hadrian’s third factory (in Arizona), unlock full product manufacturing, and accelerate its mission to bring American manufacturing roaring back faster, smarter, and more automated than ever.

      And here’s what makes them fascinating: Hadrian isn’t just churning out parts. They’re reinventing what a factory is. Their facilities look more like giant humming circuit boards than the smokestacks of old, packed with robots, AI, and ambition to move at the speed of software.

      It’s the kind of vision you’d expect from a founder who speaks about reshoring U.S. manufacturing as if it were a moral obligation and then backs it up with billion-dollar contracts and steel-and-silicon proof.

      We’ll be watching closely to see what Hadrian assembles next. One thing’s certain: the robots are already working overtime, and if you’re smart (or a robot whisperer), you might want to join them.

      🤝 Venture Deals

      LA Companies

      • Boulevard, a SaaS startup that helps salons and self-care businesses manage scheduling and operations, has raised an $80M Series D led by JMI Equity at a valuation near $800M. The funding will fuel enhancements to its AI-powered scheduling tools and support continued product innovation and market expansion. - learn more
      • Rwazi has raised $12M in Series A funding to expand its AI-powered decision-making platform, which helps businesses replace gut-based decisions with real-time insights and simulations based on consumer behavior. The round was led by Bonfire Ventures and will support the growth of Rwazi’s simulation engine and data infrastructure to help companies make more precise, data-driven decisions across marketing, product, and operations. - learn more
      • Lexington Bakes, an artisan bakery known for its gluten-free, organic oat bars and luxury brownies, has raised $1M in a seed round. The investment was led by Rainfall Ventures. The funding will help the company transition to co-manufacturing, expand its retail reach from about 100 to a projected 1,000 doors in the next year, and scale up its team and operations. - learn more

      LA Venture Funds

      • TCG (The Chernin Group) participated in Substack’s latest $100M funding round, joining Andreessen Horowitz, and other investors. Their investment underscores confidence in Substack’s vision to grow its subscription publishing platform and expand its tools for independent writers and creators. - learn more
      • Acre Venture Partners participated in Zucca’s $5M funding round to help the Seattle startup scale its platform, which uses AI to design and develop plant-based food products faster and more efficiently. Their investment will support Zucca’s mission to create sustainable, health-focused foods and expand its operations. - learn more
      • Sound Ventures joined XMTP’s $80M Series B to back its vision of redefining how people communicate in the web3 world. With this funding, XMTP plans to scale its decentralized, privacy-focused messaging protocol, enabling secure, wallet-to-wallet conversations across the blockchain ecosystem. - learn more
      • Morpheus Ventures and Sage Venture Partners participated in Datavations’ $17M Series A funding round, with Morpheus joining as a new investor and Sage returning as an existing backer. Datavations, an AI-driven analytics platform for the building materials and home improvement industries, uses machine learning to deliver actionable insights on pricing, inventory, assortment, and supply chains. The funds will be used to grow the team, accelerate development of its Commerce Alert Hub, and expand its presence across North America. - learn more
      • Mucker Capital led the $3.3M seed round for Bidbus, an AI-powered consumer-to-dealer used car marketplace in the U.S. The platform enables car owners to auction their vehicles online and receive competing offers from dealers, while dealers gain access to high-quality inventory more efficiently. The funding will help Bidbus enhance its AI capabilities and expand into new markets. - learn more
      • Creative Artists Agency (CAA) participated as a strategic investor in Moonvalley’s $84M funding round, signaling strong industry confidence in the company’s development of a fully licensed, AI-powered video generation platform tailored for professional filmmakers and studios. CAA’s investment reinforces Moonvalley’s commitment to ethical AI practices and provides it with a direct pipeline to top-tier creative talent and entertainment partners. - learn more
      • MANTIS Venture Capital joined Zip Security’s $13.5M Series A funding round, backing the company's mission to deliver automated, AI-driven cybersecurity and compliance solutions. Their participation supports Zip’s efforts to expand its engineering team, build deeper platform integrations, and scale into regulated industry verticals like defense, finance, and healthcare. - learn more
      • Rebel Fund participated in Apolink’s oversubscribed $4.3M seed round, joining other notable backers such as Y Combinator and 468 Capital. By investing in this 19‑year‑old–led space tech startup, Rebel Fund is supporting Apolink’s mission to deliver continuous LEO satellite connectivity and facilitate its planned demo missions and constellation build‑out. - learn more

        LA Exits
        • Retina AI is to be acquired by Onar in a deal that will enhance Onar’s AI-powered customer analytics and personalization offerings. By integrating Retina’s predictive customer lifetime value technology, Onar aims to provide businesses with deeper insights into customer behavior and more precise targeting. The acquisition highlights Onar’s commitment to delivering data-driven solutions for optimizing customer relationships. - learn more
        • Nearsure, a U.S.-based tech services company with over 600 professionals across 18 Latin American countries, has been acquired by Nortal to bolster its AI and enterprise solutions in the Americas. Known for its AI-driven transformation, custom software, and partnerships with major platforms, Nearsure will merge into Nortal’s U.S. operations and rebrand later this year. The acquisition allows Nearsure to expand into U.S. and European markets while enhancing its AI, cybersecurity, and enterprise offerings. - learn more
        • InsideOut Sports & Entertainment, the event production company behind high‑profile sports events like The Pickleball Slam, Pro Padel League, and Major League Pickleball, has been acquired by GSE Worldwide, marking GSE’s first foray into live event production. Founded by tennis legend Jim Courier and Jon Venison, who will now serve as EVP and head of the new GSE Productions division, InsideOut’s team will integrate into GSE to help scale its live-event operations into new markets. - learn more

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          From Sunset Boulevard to Outer Space: LA’s Latest

          🔦 Spotlight

          Good Morning Beliebers and Los Angeles!

          While Justin Bieber’s new album dropped last night, here’s what else is making headlines in Los Angeles this week.

          Luma has opened its Dream Lab on Sunset Boulevard, boldly positioning itself at the forefront of AI-powered creativity. Known for transforming ordinary photos into cinematic 3D scenes, Luma is combining cutting-edge research with practical tools to build a playground for artists, engineers, and anyone ready to push the boundaries of visual storytelling. In their words: “From Hollywood blockbusters to the next generation of immersive media, this is where the magic happens.”

          Meanwhile, well beyond our skyline, SpaceX reportedly hit an eye-popping $400 billion valuation in a recent share sale, making it one of the most valuable private companies ever. The milestone reflects both investors’ fervor for the commercial space race and LA’s unrivaled role as the launchpad of aerospace innovation.

          LA continues to prove it can deliver on the ground, in the cloud, and far beyond the stars. See you next week.

          🤝 Venture Deals

          LA Companies

             
          • Varda Space Industries, the El Segundo–based company manufacturing pharmaceuticals in microgravity, has raised $187M in a Series C round led by Natural Capital and Shrug Capital, bringing its total funding to approximately $329M. The funds will support an increased launch cadence of robotic drug-production capsules, expansion of its El Segundo lab for biologic drug crystallization, and broader efforts to scale commercial microgravity-driven drug formulation and hypersonic reentry testing. - learn more

          LA Venture Funds

          • Rebel Fund participated in Vellum’s $20M Series A round, which was led by Leaders Fund. The company helps businesses build and optimize LLM-powered applications. Vellum plans to grow its team and speed up product development with the new funding. - learn more
          • Bold Capital participated in a $31M Series B funding round for Aqtual, a Hayward, California based precision medicine startup developing a cutting edge cell free DNA (cfDNA) multiomics platform. The capital will help commercialize Aqtual’s flagship rheumatoid arthritis diagnostic, currently being tested in a 1,300 patient trial, and support expansion into other chronic and autoimmune diseases. - learn more
          • Strong Ventures invested in VERAMORE, a skincare brand focused on addressing early signs of aging in women. Since launching in March 2022, VERAMORE has grown over 300% annually, expanded to more than 16 products, and entered markets including Japan, Singapore, Vietnam, Taiwan, Europe, and Korea. The funding will support its D2C growth, product-driven marketing, and planned global expansion starting with Japan in 2025 and the U.S. and Europe in 2026. - learn more
          • Mucker Capital joined a $3.7M seed funding round for Velvet Capital aimed at launching its DeFAI operating system and $VELVET governance token. Velvet’s vertically integrated DeFi toolkit combines AI-powered trading, portfolio management, APIs, and a native token to streamline on-chain investment for funds, DAOs, and individual traders. The funding will accelerate platform development, the rollout of its tokenomics, and broader adoption of its intent-based DeFi suite. - learn more
          • Btech Consortium Fund participated in a $8.5M Series A funding round for Castellum.AI, a New York based financial crime compliance platform that uses in‑house risk data, AI, and screening tools to help financial institutions manage AML/KYC compliance. The funds will be used to expand their team, enhance integrations with financial institutions, and accelerate adoption of their AI‑powered compliance solutions. - learn more
          • Bold Capital Partners joined the oversubscribed $45M Series A round for Centivax, a South San Francisco biotech company dedicated to developing a universal flu vaccine using a proprietary mRNA-based immune-engineering platform. Led by Future Ventures, the funding will help Centivax advance its lead candidate into Phase I clinical trials and expand its broader universal immunity pipeline targeting pathogens like RSV, HIV, and malaria. - learn more
          • Alpha Edison participated in Honor Education’s $38M Series A funding round for the San Francisco–based learning platform. Honor uses AI‑enhanced, mobile-first courses and credentialed programs to improve engagement and leadership development. The funding will be used to scale AI capabilities, personalize learning experiences, and expand the company’s operations and customer‑success teams to meet rising demand. - learn more
          • Wasserman Ventures participated in a $7M seed round for Fantasy Life, the fantasy sports platform founded by Matthew Berry. The funding will support the launch of Fantasy Life’s revamped platform, featuring new “Guillotine Leagues,” a modernized app experience, and enhanced content and tools to scale its audience and technology offerings. - learn more

          LA Exits
          • El Segundo based Kaye Capital Management, a fee only RIA with approximately $700M in assets under management and $300M in assets under advisement, was acquired by Modern Wealth Management, marking its 17th acquisition and pushing its total AUM over $8.5B. The deal strengthens Modern Wealth’s presence in California and adds Kaye’s institutional retirement plan expertise to its suite of financial and retirement solutions for clients. - learn more
          • NIRx Medical Technologies was acquired by Gilde Healthcare’s private equity fund and combined with Artinis Medical Systems to form a world-leading neuroimaging group. Both companies will retain their brands and locations while collaborating on R&D, product development, and global expansion of their functional near-infrared spectroscopy (fNIRS) tools to advance research in mental health, neurodegenerative diseases, and stroke rehabilitation. - learn more
          • Emotive, a conversational SMS marketing platform, has been acquired by Privy to create a unified solution for e-commerce brands that combines email, SMS, pop-ups, and real-time customer conversations. The integrated platform will help over 10,000 merchants simplify their marketing, personalize customer interactions, and strengthen relationships with dedicated strategists and transparent pricing. - learn more

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