The Rise of AI Advertising: How Algorithms Are Outsmarting Human Analysts

Lon Harris
Lon Harris is a contributor to dot.LA. His work has also appeared on ScreenJunkies, RottenTomatoes and Inside Streaming.
The Rise of AI Advertising: How Algorithms Are Outsmarting Human Analysts
Evan Xie

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AI-enabled technology continued creeping into every aspect of our daily lives this week. A viral TED Talk features an early prototype for a wearable AI assistant. Alphabet merged its internal “Google Brain” team with DeepMind, the company it acquired in 2014, to significantly accelerate progress on AI research. Meanwhile, Elon Musk took some time away from having the WORST. 4/20. EVER. to talk up his latest AI project, a bot called TruthGPT that will investigate the meaning of life.


Nonetheless, Google still somehow managed to find a new way to generate a few headlines with yet another new integration for AI technology. According to a report from The Financial Times, Alphabet plans to use generative AI to create new kinds of original advertising across all of its various platforms. The same Large Language Model (LLM) that powers the Bard chatbot, along with some of the AI features available in Gmail and Google Workspace, will now develop ads and even whole ad campaigns for the company’s various platforms, including YouTube, Maps, Gmail, and even search result pages.

We’re not talking text-to-video here, exactly. Alphabet won’t just be writing simple prompts and letting the software design an entire campaign from there. Instead, sponsors and clients will supply Google with “chunks” of content related to their product offering, including images, video clips, and written copy. The bot will then “remix” all of these materials into an original ad, customized and fine-tuned around various Alphabet platforms and services.

The new AI ads will be integrated into a mysterious Google beta program known as “Performance Max.” First introduced in late 2020, Performance Max is designed to maximize ad efficiency and reach across all Google platforms, and treats the company’s entire suite of products and services holistically, as a single advertising channel.

That means sponsors don’t decide whether they want their ads to appear on Google search pages or within Google Maps results or even ahead of YouTube videos. They just sign up, provide sales and CRM data, upload creative assets, lay out their budgets and the type of conversions they’re looking for, and allow Performance Max to do the rest. It’s something of a black box, focused on results but giving advertisers less granular control over their campaigns.

As Google executive Sean Downey explained to Digiday this week, Performance Max remains focused on “outcome and optimization,” giving advertisers fewer options because “too many constraints around their campaigns can actually hinder that goal.” Nonetheless, the addition of AI bots – which also work in mysteriously inexplicable ways behind the scenes – to an already obscured system is a bit like putting a black box inside another black box. Google is falling back on years of built-up trust from brands here.

AI and AI-like systems have long been employed by the advertising industry, which relies on a large amount of number-crunching to guess at what kinds of messaging are going to reach the most receptive audiences across various platforms. It’s nearly impossible for human analysts to compete with software when it comes to comparing so many variables – from audience to device to time of day, context, performance, and so on – across so many different platforms. AI-enabled systems are also more dynamic, and can respond to shifts in user behavior or traffic in real time, making them particularly useful for launching and maintaining ad campaigns and maximizing their effectiveness. So it’s perhaps unsurprising that companies like Alphabet plan to expand their integration behind-the-scenes.

The notable shift is in making this AI output public-facing. Rather than relying on bots to design and run ad campaigns written and planned out by humans, Google will now have the bots actually writing the copy and producing the finished videos themselves. It’s sure to save the sponsors money, down the road, and perhaps also increase efficiency, while likely also costing some human copywriters and marketing executives their jobs.

Google’s not alone, either, in exploring the various ways AI software can assist its advertising business. Earlier this month, Meta announced plans to use generative AI to create new kinds of advertising for its various platforms. Microsoft also has plans to utilize technology developed by its in-house division, ChatGPT creators OpenAI, to improve and fine-tune its ad business. The company has been testing ads embedded in Bing AI chatbot responses since February, though it has declined to report how many users have actually seen or interacted with the ads. (These links aren’t marked as ads within the Bing AI chat conversations, though an ad icon appears if a user hovers over the link.) Microsoft is also playing around with photo and video ads for Bing chats.

California startup Creative.ai is trying to bring a similar kind of system to independent video game designers. Founder and CEO Athar Zia explained to Forbes last week that, once a video game developer identifies an ad type that works well to promote their game, they then must invest a lot of their time producing “endless imitations and iterations” of that ad for various platforms and app stores. The company’s technology, on the other hand, analyzes successful gaming ads and then replicates them automatically for new products.

Whether there will be room in the AI-enabled advertising world for up-and-comers remains to be seen. Regardless, farming out some – if not all – of the work involved in mounting a campaign to digital ad managers seems all but inevitable at this point. The apps can keep an eye on progress across multiple platforms, 24 hours a day, and they go through a lot fewer bottles of whiskey and orders of Clams Casino than the Mad Men.

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How to Navigate LA Tech Week 2026

🔦 Spotlight

Happy Friday, Los Angeles.

Next week, hundreds of tech events will take over the city, bringing founders, investors, engineers and creators together from October 12 through 18.

Calling LA Tech Week a conference does not quite capture the experience.

Presented by Andreessen Horowitz, Tech Week is a decentralized collection of panels, workshops, demonstrations and gatherings hosted independently by startups, venture firms and technology companies. There is no convention center or central stage. The programming stretches from Santa Monica and Venice to Culver City, Downtown, El Segundo and beyond.

In other words, the city is the venue.

AI remains the dominant theme for 2026, appearing across enterprise software, healthcare, finance, media and the creator economy. The schedule also reflects industries where Los Angeles has built a particular advantage, including aerospace, defense, robotics, advanced manufacturing, entertainment and consumer technology.

That range is what makes LA Tech Week distinct. It brings together the software companies shaping what comes next with the industries that already define Southern California.

The challenge is deciding where to show up.

Our advice: apply early and organize your schedule by neighborhood. Crossing from Santa Monica to Downtown may look manageable on a calendar created by someone who has never driven in Los Angeles.

To help you spend more time meeting people and less time crossing the city, we have organized each day’s events by location:

You can also browse the complete official LA Tech Week calendar.

Plan carefully, but do not fill every minute. The best conversation of the week may be the one that was never on your calendar.

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

🤝 Venture Deals

    LA Companies

    • El Segundo-based Gallatin AI raised a $50M Series A from new and existing investors including 8VC and Silent Ventures, bringing its total funding to $70M. The defense technology startup will expand its engineering team and advance Navigator, an AI platform that helps U.S. military units coordinate vehicle readiness, supplies, medical logistics and other mission-support operations. - learn more
    • Pasadena-based quantum computing startup Oratomic raised a $475M Series B at a $5.4B valuation, just three months after its Series A. ARCH Venture Partners, Spark Capital, Khosla Ventures, Index Ventures, General Catalyst and Bezos Expeditions co-led the round, bringing Oratomic’s total funding to $775M as it works toward a commercially viable, fault-tolerant quantum computer by 2030. - learn more
    • Torrance-based Fortastra raised a $30M Series A led by First In, with participation from Upfront Ventures, Space Capital, Rsquared, Side Door Ventures, ATX Ventures and existing investors. The company will use the capital to develop its next-generation maneuverable spacecraft, expand its engineering and operations teams and scale production of systems designed to protect critical assets in orbit. - learn more
    • Parallel Systems raised a $100M Series C led by AVP, with participation from Hillspire, Agility Global, Cobalt Capital, Anthos Capital, Congruent Ventures, Riot Ventures and Collaborative Fund. Founded by former SpaceX engineers, the company will use the funding to scale production and commercial deployment of its autonomous, battery-electric Panther rail vehicles, which are designed to make short-haul freight more competitive with trucking. - learn more
    • Gaming studio Gardens Interactive secured more than $35M in a Series B led by Lightspeed, with participation from Sequoia Capital, Index Ventures, Accel, Innovation Endeavors, Zenith Capital and other investors. The company will use the funding to launch and operate its debut social role-playing “strandbox” game, an evolving multiplayer world shaped by players’ actions and interactions. - learn more
    • Outer Spaces raised an $8M pre-seed round led by Upfront Ventures, with participation from Unlock Venture Partners, Mucker Capital and Genius Ventures. The startup is developing outdoor furnishings with integrated solar panels and batteries, turning backyards into sources of clean energy and backup power. - learn more
    • Furientis raised a $25M seed round led by Benchmark at a reported $125M valuation, following a $5M pre-seed announced in May. The defense startup will use the capital to scale production of lower-cost missile interceptors designed to be assembled quickly with readily available components, with a long-term goal of producing 1,000 systems annually at each factory. - learn more
    • Hiyo raised a $20.8M Series B led by Constellation Brands, with returning investor Live Nation also participating. The nonalcoholic beverage company will use the funding to expand its adaptogen- and nootropic-infused social tonics across more than 13,000 retail locations while growing its presence at hospitality venues and live events. - learn more
    LA Venture Funds
    • Navitas Capital participated in Vesta’s $30M Series B, which was led by Conversion Capital and included backing from several major mortgage lenders and financial institutions. The company will use the funding to scale its AI agents across mortgage origination, automating tasks such as application reviews, underwriting decisions and closing-document checks. - learn more
    • MTech Capital led Nettle’s oversubscribed $4.8M seed round, with participation from Project A Ventures, Sure Valley Ventures, Portfolio Ventures and Ventures Together. The insurtech startup will use the funding to expand across the U.S. and Europe while growing its AI platform, which helps commercial insurers identify property risks, accelerate inspections and generate reports. - learn more
    • Bonfire Ventures doubled down on Santé by participating in the company’s $15M Series A, which was led by FINTOP and included other returning investors. The New York startup will use the funding to expand its AI-powered operating system for independent wine and liquor stores, which combines point-of-sale, e-commerce, payments, inventory and marketing tools in one platform. - learn more

    LA Exits

    • Winnow Solutions was acquired by Marina del Rey-based Spring Labs, with financial terms undisclosed. Winnow’s attorney-built library of more than 100,000 state and federal regulatory requirements will become a core part of SpringGRC, helping financial institutions connect changing laws directly to their compliance policies, controls and workflows. - learn more

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      LA Tech Week 2026: Sunday’s Event Lineup

      🔦 Spotlight

      LA Tech Week 2026 closes Sunday with one final day of events across Los Angeles. We have organized the remaining lineup by neighborhood so you can finish the week with a few last conversations before everyone returns to their regularly scheduled inboxes.

      ARTS DISTRICT

      12:00 PM

      CARSON

      12:00 PM

      CULVER CITY

      9:00 AM

      • Women in Cleantech & Sustainability Hike and Network: See Details Here
        Women in Cleantech & Sustainability

      6:00 PM

      • Founders pitch competition: See Details Here
        Biomorphix solutions, Nightingale regenerative

      HOLLYWOOD

      10:00 AM

      4:00 PM

      • AI International: Film, Music Video & Micro-Drama: See Details Here
        AI International Film Festivals

      MID CITY

      1:00 PM

      OTHER

      12:00 PM

      • ORGANIC LIFE LABS™ PRESENTS THE ALIGNMENT LAB: The Science of human performance: See Details Here
        The Blue Room Collective

      SANTA MONICA

      8:00 AM

      1:00 PM

      6:00 PM

      SOUTH LA

      2:00 PM

      • Future Builders : Family STEM Day: See Details Here
        Black L.A. Tech Week (Community Collective)

      VENICE

      10:00 AM

      12:00 PM

      • How to Raise Funds to Fund Any Business Using Digital Products.: See Details Here
        DN Events

      VIRTUAL

      5:00 PM

      WEST HOLLYWOOD

      3:00 PM

      Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

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      LA Tech Week 2026: Saturday’s Event Lineup

      🔦 Spotlight

      LA Tech Week 2026 heads into the weekend Saturday with more opportunities to learn, meet fellow builders and explore what is being created across the region. Browse the day’s events by neighborhood below and find the gatherings worth leaving the house for.

      ARTS DISTRICT

      5:30 PM

      BEL AIR

      5:00 PM

      CULVER CITY

      10:00 AM

      1:00 PM

      4:00 PM

      DOWNTOWN

      11:00 AM

      2:00 PM

      • South Asians in Space, Physical AI: See Details Here
        american south asian network

      5:00 PM

      7:00 PM

      HOLLYWOOD

      8:00 PM

      INGLEWOOD

      10:00 PM

      LONG BEACH

      10:00 AM

      12:00 PM

      LOS FELIZ

      8:30 AM

      • Griffith Observatory Hike with Longevity Cities & Don't Die LA: See Details Here
        Longevity Cities

      MALIBU

      5:00 PM

      MARINA DEL RAY

      9:30 AM

      • The Brazen Capital Walk: Connecting Women, Capital & Opportunity: See Details Here
        BrazenEra

      6:00 PM

      • Build an AI workflow editor, natively in Angular: See Details Here
        Workflow Builder

      SANTA MONICA

      7:00 AM

      • Founders Running Club Run in Santa Monica: See Details Here
        Founders Running Club, MongoDb

      9:00 AM

      • MOLTEN - Spatial hackathon (ElevenLabs, AssemblyAI, Rokoko, Datafeel...): See Details Here
        Field Lab

      2:00 PM

      3:30 PM

      6:00 PM

      7:00 PM

      SOUTH LA

      7:00 PM

      THE VALLEY

      7:30 PM

      UCLA

      11:00 AM

      USC

      9:00 AM

      10:00 AM

      10:30 AM

      VENICE

      8:00 AM

      • Open Air Health Tech: See Details Here
        Open Air Health Tech, Bowshock, Govitamins App

      10:00 AM

      10:30 AM

      11:00 AM

      12:00 PM

      6:00 PM

      • Bots, Bytes & Bubbles Benefit: See Details Here
        Distinguished Minds Institute dba thinqueBytes®

      VIRTUAL

      9:00 AM

      • Ask a VP of Sales: Live GTM Office Hours for Early-Stage B2B Founders: See Details Here
        Kat Rucker Consulting Group

      11:00 AM

      WEST HOLLYWOOD

      11:00 AM

      • The 10x Engineer Showed Up. The 10x Organization Didn't.: See Details Here
        Workflow Builder, Tentaro

      3:00 PM

      WESTSIDE

      11:00 AM

      2:00 PM

      • Graphic Design & Digital Printing Meetup: See Details Here
        Big Frog Custom T-Shirts & More of West LA

      7:00 PM

      WESTWOOD

      12:00 PM

      Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

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