Streaming Platforms Want to Gig-ify the Writer's Room. Will it Work?

Lon Harris
Lon Harris is a contributor to dot.LA. His work has also appeared on ScreenJunkies, RottenTomatoes and Inside Streaming.
Streaming Platforms Want to Gig-ify the Writer's Room. Will it Work?
Evan Xie

As the Writers Guild of America (WGA) strike caps off its second week, one trope keeps bubbling up from picket line videos and interviews with concerned TV writers: the concern that TV writing is transitioning from full-time work into the “gig economy.” There’s real fear that the multinational conglomerates and tech unicorns that currently own the major Hollywood studios plan to do away with the idea of screenwriting as its own career, turning it into more of a freelance position or even a side gig.

Despite pushback from the Alliance of Motion Picture and Television Producers (AMPTP) that this is not their goal, and that TV writing jobs have “almost nothing in common” with gig work, there are definitely some early indications that studios plan to employ fewer writers on shorter assignments moving forward, as a cost-cutting measure.


Prioritizing efficiency and metrics-driven growth over traditional industry practices

On the most immediate level, it’s clear that companies coming out of the world of technology and moving into entertainment – like Netflix, Amazon, and Apple – operate with a very different governing philosophy than the Hollywood studios of old. Even through the 1980s and ‘90s, the film and TV industry was relatively small, a tight-knit community with a lot of its own odd traditions and ways of doing things. 21st Century tech companies have little interest in working this way; the market demands constant exponential growth, achieved in part by pursuing maximum efficiency.

That efficiency means dropping costly full-time workers when you can functionally replace them with less expensive freelancers. While the Warner Bros. of the ‘80s and ‘90s was largely in the business of forming relationships with top-name creative talent, in the hopes of collaborating with them on future projects, Warner Bros. Discovery of 2023 is looking purely at metrics like subscriber counts and churn rates, trying to push them in the right direction by any means necessary.

Shorter seasons, fewer writers, and the rise of "mini-rooms" for creative collaboration

In fact, many of the WGA’s current demands specifically respond to real changes in the entertainment industry over the past 5-10 years, as viewership transitioned from network and cable TV to streaming platforms. While network and cable TV seasons often stretched out into 20 or more episodes, streaming seasons are shorter, typically coming in between 6 and 10 episodes.

Naturally, studios seeking to produce the maximum amount of content for the minimum amount of expenditure recognized fewer episodes require fewer writers to produce. This goes hand-in-hand with new contracts paying writers per episode, rather than per week in a writers room. Again, cost-saving for the studio, but this makes it more difficult to put a full-time writing career together, and it leaves writers uncompensated for creative work they’re doing other than actual script-writing, like brainstorming and pitching ideas and fine-tuning jokes or bits of dialogue.

These changes led to the advent of what have been dubbed “mini-rooms.” A full 20+ episode season of a legacy network show like “Law & Order” might have a dozen or more writers working collectively, with seasoned veterans mentoring younger proteges through the scripting and the producing process. But a shorter streaming show might have only a handful of writers. Mike White writes HBO’s “The White Lotus” entirely by himself. Jon Favreau wrote nearly all of Season 3 of “The Mandalorian,” crediting co-writers on just three episodes, one of whom was his co-creator, Dave Filoni.

Obviously, this means fewer jobs for Hollywood writers, and it makes breaking into the industry for an up-and-coming talent exponentially more difficult. If a showrunner gets to hire a full writers room for their new project, they will likely diversify, selecting some senior writers they have collaborated with before along with a few fresh voices to mix it up. But if a showrunner only gets to bring in 1 or 2 helpers to complete a job quickly, they’ll likely just stick with former colleagues or other seasoned pros. So how do the promising young writers land their first gigs?

What the pursuit of efficiency means for the creative process

A recent Twitter thread from animation writer Liz Hsiao Lan Alper provides some on-the-ground insight into how these deals are made in present-day Hollywood. Alper claims that she was offered $9,000 by Netflix to lay out the story for an entire season of a new animated TV show, and that she’d be given a single weekend to come up with the story. Netflix would then have the option of hiring her to work as a writer on the show moving forward, but only on a freelance basis.

For Netflix, this is the most effective and efficient way of generating content for their platform, rather than compensating writers to spend weeks in a room with several colleagues coming up with storylines. Even if it produces a show that’s somewhat less satisfying for viewers, well, so long as subscribers still tune in, that might not even be reflected in the data. (Audiences don’t know before they hit play whether or not they’re going to like a show, and it can take months or years before it’s clear that fans are moving away from a franchise or platform because of a dip in quality.)

It’s also relatively easy to see how artificially intelligent chatbots could fit in to the studios’ plans long-term. While ChatGPT’s present inability to construct a good sitcom joke probably means it won’t be writing full TV scripts any time soon, tech companies are obviously thinking about writers rooms more generally as a factory floor. They don’t want to fire all the humans; just replace some of them along the assembly line with robots. Maybe ChatGPT comes up with ideas which human writers then fine-tune? Maybe ChatGPT comes up with premises that human writers then flesh out? This sort of thing.

Writing a TV show isn’t like delivering Postmates or driving an Uber

Screenwriting is not a gig someone can take up for a few months, try out, and then move on to the next app; it takes years of practice and fine-tuning to become an expert who can write a show that’s not just properly formatted, but inspirational or hilarious or genuinely moving.

The tech and media industries’ attempts to streamline their production pipeline and churn out more content for less investment have made it all but impossible for newer writers to actually build a full-time writing career. Which could have longer-term implications, not just for writers themselves, but also for the platforms that rely on their stories and ideas.

Long before the WGA strike, Hollywood was already discussing what’s become known as the “Showrunner Apprenticeship Problem.” Essentially, if up-and-coming writers don’t get a chance to work with seasoned veterans, following the process of making a show not just from conception to scripting but production and post-production as well, how will we train the next generation of showrunners who are responsible for shepherding shows through this process?

Long-time producer and showrunner Shawn Ryan – whose previous shows include “S.W.A.T.” and “The Shield” – pushed back against a number of these changes with his new Netflix series, “The Night Agent,” insisting on a budget for a full staff of writers, and the opportunity to bring these writers to set and walk them through the ins and outs of the producing process. The show now ranks among Netflix’s most popular English-language series of all time, indicating that there may be some truth to the idea that more writers spending more time on scripts produces superior results.

🏈Snapchat’s Super Bowl Push & Apple’s New App 📲—Here’s What’s New

🔦 Spotlight

Hello, Los Angeles!

With Super Bowl LIX coming up this Sunday, the buzz isn’t just about the Chiefs vs. Eagles matchup—it’s also about how tech is shaping the experience. From Snapchat’s interactive game-day features to Apple’s latest product launch, there’s plenty happening beyond the field.

Snapchat’s Super Bowl Features

If you're watching the game, chances are you’ll be on your phone just as much as your TV. This year, Snapchat is rolling out AR Lenses, live score updates, and Spotlight challenges to make game day more interactive. Want to try on your team’s jersey? There’s a Lens for that. Need real-time updates? Snap has them covered. Attending the game in New Orleans? Live Location can help you track down friends in the crowd. As the second-screen experience becomes more ingrained in live sports, Snap is making sure it’s front and center.

Snap’s New Initiative: The Department of Angels

Super Bowl Sunday is about competition, but what happens when the challenge isn’t on the field? Yesterday, Snap announced The Department of Angels, a new initiative aimed at supporting communities recovering from disasters, offering independent funding and resources to help them rebuild on their own terms. Backed by $10 million from Snap Inc., Evan Spiegel, Bobby Murphy, and the California Community Foundation, the program shifts away from traditional corporate donations and toward grassroots, community-led recovery efforts. Could this be a model for how tech companies engage with real-world crises in the future?

Apple Wants to Change How You Send Invites

Apple is stepping into the event invite space with Apple Invites, a new app designed to make organizing gatherings simpler. Competing with platforms like Partiful and Evite, Apple’s version integrates directly into iMessage and Apple Calendar, making it an easy, built-in option for Apple users. With so many invite platforms out there, will Apple’s streamlined approach become the go-to for iPhone users, or will it simply be another tool in the mix?

Where to Watch Super Bowl LIX

The Chiefs and Eagles face off this Sunday at 3:30 PM PT on FOX. Here’s a helpful link to directly access ways to watch. You can stream the game for free on Tubi, or catch it on YouTube TV, Hulu + Live TV, NFL+, and fuboTV. And of course, we’ll be watching to see which brands—including tech giants—deliver the most memorable ads of the night.

Between Snap’s game-day integrations, its push to support community-led recovery, and Apple’s move into digital invites, this week is full of shifts in how we connect. Which of these will redefine the way we interact? We’ll be watching.

🤝 Venture Deals

LA Companies

  • Musical AI, a company specializing in rights management for generative AI music, has raised a $1.5M seed funding round led by Build Ventures. The investment will support the development of Musical AI's attribution model, which analyzes tracks to determine the contribution of various data sources in AI-generated music. This enables rightsholders to monitor and manage the use of their works, while providing generative AI companies with access to quality licensed data and detailed usage reports. - learn more

LA Venture Funds
  • Fika Ventures participated in a $16M Series A funding round for Ivo, a San Francisco-based AI-powered contract review platform, bringing its total funding to $22.2M. The company plans to use the funds to scale its AI-driven contract review solutions and has launched the Ivo Search Agent to enhance contract search and analysis capabilities. - learn more
  • Freeflow Ventures participated in a $7M seed funding round for Miist Therapeutics, a Bay Area-based company specializing in physics-based inhaled medicines. Miist plans to use the funds to advance its two lead programs: MST-01 for smoking addiction and MST-02 for migraine treatment. Their proprietary inhaler delivers sterile aqueous drug particles to the peripheral lung, achieving rapid absorption and symptom relief. - learn more
  • Fiore Ventures participated in a $9.5M strategic funding round for Little Otter, a digital mental health care provider specializing in whole-family services. The company plans to use the funds to expand its services to reach millions of families covered by Medicaid and commercial insurance plans, leveraging an AI-powered platform to enhance patient triage and personalized care. - learn more
  • Arca participated in a $13.5M Series A funding round for Beamable, a company specializing in providing live game services for game developers. The funds will be used to expand Beamable's decentralized gaming infrastructure and enhance its platform offerings. - learn more
  • Village Global participated in an $8M seed funding round for Desteia, a company leveraging AI and graph theory to address supply chain disruptions. The funds will be used to enhance Desteia's technology and expand its market reach. - learn more
  • TI Capital and QBIT Capital co-led a $7.5M Series A funding round for Largo.ai, a company specializing in AI-driven solutions for the film industry. The funds will be used to enhance Largo.ai's AI-powered platform and expand its market presence. - learn more
  • Strong Ventures participated in a ₩3.5 billion (approximately $2.9M) funding round for Class101, a South Korea-based all-in-one creator content platform. The company plans to use the funds to enhance its 'Creator Home' service, recruit top creators in fields such as economics, side jobs, art, crafts, and careers, and expand corporate subscription services for employee education and welfare. - learn more
  • Village Global participated in a $4M Seed funding round for Perspective AI, a Palo Alto, California-based company specializing in AI-mediated customer conversations. The funds will be used to expand operations and development efforts. - learn more

      LA Exits

      • SpringboardVR, a provider of virtual reality (VR) venue management software and a leading content marketplace for location-based entertainment, has been acquired by SynthesisVR. Previously owned by Vertigo Games, SpringboardVR is known for its platform that enables VR arcade operators to manage content licensing and operations efficiently. With this acquisition, SynthesisVR aims to enhance its offerings for VR arcades and developers, supporting the growth and innovation of the VR industry. - learn more
      • Generation Genius, an educational streaming platform that provides K-8 science and math videos, activities, and lessons, has been acquired by Newsela to enhance its instructional content and strengthen real-world connections in science and math education. - learn more

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        AI Dominates the Headlines, but Defense Tech Is Gaining Speed

        🔦 Spotlight

        Hello, Los Angeles!

        This week, DeepSeekAI has been dominating the tech conversation. The Chinese AI startup’s chatbot app surged to the No. 1 spot on the App Store, drawing both excitement and scrutiny. Supporters see its open-weight model as a potential game-changer, offering developers more flexibility compared to closed AI systems like OpenAI’s. But the rapid rise has also raised questions about security, data governance, and global AI competition. Whether DeepSeek will be a long-term disruptor or just a momentary sensation remains to be seen, but one thing is clear—AI remains the tech industry’s driving force.

        But while AI continues to dominate headlines, another sector is quietly making waves—defense technology. And one LA-based startup just secured a major endorsement from investors and the U.S. government.

        Castelion’s Hypersonic Bet—Can It Outrun the Defense Industry’s Red Tape?

        Image Source: Castelion

        El Segundo-based Castelionjust raised$100 million to accelerate its mission to build hypersonic weapons faster, cheaper, and at scale. The financing—$70 million in equity (led by Lightspeed Venture Partners with participation from a16z, Lavrock Ventures, Cantos, First In, BlueYard Capital, and Interlagos) and $30 million in venture debt (from Silicon Valley Bank)—is the latest sign that venture capital sees national security startups as a high-growth opportunity.

        Unlike traditional defense contractors, Castelion is operating like a fast-moving startup, not a slow-moving government supplier. Founded by former SpaceX engineers, the company is applying an iterative, test-heavy approach to building long-range hypersonic strike weapons—which travel at speeds exceeding Mach 5 (3,800+ mph) and are designed to evade modern missile defenses.

        Not Just VC-Backed—The U.S. Military is Betting on Castelion Too

        While the $100 million raise is a major milestone, Castelion already has funded contracts with the U.S. Navy, U.S. Air Force, and U.S. Army. These contracts are focused on hypersonic technology development and scaled manufacturing, areas where the military has struggled to move quickly due to bureaucratic delays and reliance on traditional defense giants.

        To prove it can execute, Castelion recently successfully launched a low-cost ballistic missile from a self-built launcher in Mojave. Now, with both government contracts and venture capital behind it, the company is pushing forward on more flight tests and building out its scaled production capabilities.

        Image Source: Castelion - Castelion launches a missile prototype in Mojave, CA

        With rising geopolitical tensions and an increasing focus on faster, cost-effective deterrence, Castelion is positioning itself as a new kind of defense player—one that moves at startup speed. Whether it can sustain that pace while navigating the complexities of government procurement remains to be seen, but one thing is clear: the future of defense tech isn’t just about who can build the best weapons—it’s about who can build them fast enough.


        🤝 Venture Deals

        LA Companies

        • Omnitron Sensors, a Los Angeles-based pioneer in microelectromechanical systems (MEMS) fabrication technology, has secured over $13M in a Series A funding round led by Corriente Advisors, LLC, with participation from L'ATTITUDE Ventures. The company plans to use the funds to expand its engineering and operations teams and accelerate the mass production of its first product, a reliable and affordable MEMS step-scanning mirror designed for various applications, including AI data centers, advanced driver assistance systems (ADAS), drones, extended reality (XR) headsets, and toxic gas-detection systems. - learn more
        • Camouflet, a Los Angeles-based technology company specializing in AI-driven dynamic pricing solutions, has secured a $12M Series A funding round led by QVM. The company plans to utilize the proceeds to scale its platform across various industries, expand into international markets, and enhance its technology and team to better serve its clients. - learn more
        LA Venture Funds
        • Clocktower Ventures participated in a $6.2M Seed funding round for Foyer, a New York-based fintech startup that assists individuals in saving for home purchases. The funds will be used to enhance Foyer's platform and expand its user base. - learn more
        • Smash Capital participated in ElevenLabs' $180M Series C funding round, bringing the company's valuation to $3.3 billion. Based in New York, ElevenLabs specializes in AI-powered text-to-speech and voice cloning technology. The newly secured funds will be used to enhance its AI audio platform and expand its global presence. - learn more
        • March Capital participated in a $25M Series C funding round for SuperOps to support the company's efforts in advancing AI research and development, expanding offerings for mid-market and enterprise managed service providers (MSPs), and scaling its global presence. Additionally, SuperOps is launching an AI-powered Endpoint Management tool to enhance IT team productivity. - learn more
        • Cedars-Sinai participated in a $2M funding round for Neu Health to support its AI-driven neurology care platform for conditions like Parkinson’s disease and dementia. Originating from the University of Oxford, Neu Health will use the funds to enter the U.S. market, beginning with a six-month pilot program at Cedars-Sinai focused on improving neurology patient care. - learn more
        • Chapter One Ventures participated in a $2.8M seed funding round for Mevvy, a blockchain startup aiming to democratize Maximal Extractable Value (MEV) trading by simplifying access and reducing technical complexities. The funds will be used to further develop Mevvy's platform, expand its user base, and enhance its offerings. - learn more

          LA Exits

          • Kona, an AI-powered assistant and coach for remote managers, has been acquired by 15Five, a performance management platform. Founded in 2019, Kona integrates with virtual meeting platforms like Zoom and Google Meet to provide tailored coaching and enablement for remote managers. The acquisition aims to enhance 15Five's offerings by incorporating Kona's capabilities to improve manager effectiveness within existing workflows. - learn more

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            Can Technology Outpace Wildfires?

            🔦 Spotlight

            Hello, LA!

            This week, tech headlines are buzzing with OpenAI's launch of Operator, a tool that promises to transform task automation, and TikTok’s major outage, which left millions disconnected. But closer to home, as wildfires blaze across Southern California, survival has become the focus—and technology is making it possible.

            When the plume of smoke reappeared on the horizon, residents across Southern California turned to tools like Watch Duty. Over the past week, as flames surged, the app gained 600,000 new users in just one night, delivering critical, real-time information to help residents stay ahead of danger. Watch Duty, designed to provide wildfire updates, has proven to be much more than an alert system. It’s a lifeline.

            The app integrates live data, satellite imagery, and community reports to send updates directly to users. Information includes fire locations, evacuation orders, and air quality indices, empowering quick, informed decisions. Its community-driven ethos—with contributions from locals, firefighters, and volunteers—ensures hyper-local and timely updates, filling gaps where traditional news outlets often fall short.

            Image Source: Watch Duty

            A New Era of Fire Alerts

            Watch Duty redefines wildfire preparedness through technology and collaboration:

            • Fire Detection: Monitors data from satellites, agencies, and ground sources to identify wildfires.
            • Data Verification: A team of experts ensures reported activity is accurate.
            • Real-Time Alerts: Notifications are sent within 60 seconds of detection.
            • Community Contributions: Local residents provide photos and updates.
            • User Notifications: Alerts include fire size, location, and evacuation details.

            These features make Watch Duty an indispensable tool during wildfire season. In 2024, the app processed over 2 million alerts and supported 50,000 evacuations, with plans to expand predictive modeling by 2025 to anticipate threats before they escalate.

            Innovations Reshaping Wildfire Management

            Early Detection Leaders:

            • AlertCalifornia: Operates over 1,000 cameras with machine learning to monitor high-risk areas.
            • Pano AI: Uses cameras and sensors to detect smoke and alert responders.
            • Torch Sensors: Deploys heat-detection sensors to identify anomalies early.

            Image Source: Torch Sensors

            Predictive and Analytical Pioneers:

            • Chooch AI: Employs drones and computer vision to monitor fire hazards.
            • Data Blanket: Uses analytics to forecast fire behavior and assist evacuations.
            • Rain: Leverages advanced atmospheric sensing and AI-driven technology to provide precise fire detection and tracking. Its real-time data on fire weather conditions and environmental factors helps agencies anticipate and respond to wildfires with greater efficiency.
            • SCEPTER: Tracks air quality and wildfire emissions using AI and satellite data.

            Image Source: Rain

            A Vision for the Future

            As Los Angeles continues to adapt to the realities of a changing climate, tools like Watch Duty, Pano AI, and AlertCalifornia are proving to be invaluable. These technologies are not just reactive measures; they represent a shift toward proactive disaster preparedness. The question now isn’t whether technology can help but how much more it can achieve in the years to come.

            With the integration of predictive modeling, AI, and real-time data, there’s hope for a future where wildfires are no longer unpredictable forces of destruction. Imagine every household equipped with predictive wildfire maps, heat-detecting drones, and AI-driven tools to guide safety decisions. The innovations are here—it's up to us to support and scale them to ensure they reach the communities that need them most. Which company, which app, or which breakthrough will emerge as the next lifeline? The possibilities for a safer, more prepared Los Angeles feel closer than ever.

            🤝 Venture Deals

            LA Companies

            • Favorited, a new livestream app positioning itself as an alternative to TikTok, has raised a $1.3M Pre-Seed from HF0, Soma Ventures, and several angel investors from the entertainment and social space. The platform, which participated in the a16z Speedrun accelerator program, offers features like streaks and leaderboards to boost user engagement. Favorited plans to use the funds to enhance its app's functionalities and expand its user base. - learn more
            LA Venture Funds
            • Overture VC participated in a $12M Series A funding round for Bedrock Energy, an Austin, Texas-based startup specializing in geothermal heating and cooling systems. Bedrock Energy plans to use the funds to advance its geothermal technologies and expand deployments in Colorado, Utah, and neighboring states. - learn more
            • Navigate Ventures LLC participated in a $7.2M Series A funding round for XILO, a San Diego-based insurance technology startup that provides a quoting and sales automation platform to help independent insurance agencies convert the next generation of insurance shoppers; the funds will be used to scale operations, manufacturing, and commercial efforts for its acne products. - learn more
            • Upfront Ventures participated in a $5.25M Seed funding round for 1up.ai, a New York-based company that automates knowledge for sales teams; the funds will be used to empower their growing customer base, including industry leaders like WalkMe, Gladly, and Deliveroo. - learn more
            • MTech Capital participated in a $2.2M Pre-Seed funding round for Qumis, a Chicago-based AI platform designed to transform insurance knowledge work; the funds will be used to scale its AI capabilities, accelerate product development, and expand its customer base. - learn more
            • Amboy Street Ventures participated in a SEK 304M Series B funding round for Gesynta Pharma, a Stockholm-based pharmaceutical company specializing in anti-inflammatory and pain-relief treatments, with the funds directed toward advancing a Phase II clinical trial of their lead candidate, vipoglanstat, for endometriosis. - learn more

            LA Exits

            • Bandy Manufacturing, a Los Angeles-based provider of aerospace fasteners and components, has been acquired by Novaria Group to enhance its portfolio and expand its capabilities in the aerospace and defense industries. - learn more
            • Pangea, a company specializing in eco-friendly and sustainable products with a focus on innovative technology solutions, is being acquired by Nature's Miracle Holding Inc. to accelerate growth and capitalize on synergies in sustainability and tech-driven product development. - learn more
            • Notisphere, a healthcare communication platform streamlining recall and alert management, has been acquired by Par Excellence Systems to enhance its capabilities in delivering efficient supply chain solutions for the healthcare industry. - learn more
            • Cryogenic Machinery Corp., a North Hollywood, California-based manufacturer specializing in cryogenic pumps for industrial gas and energy applications, has been acquired by PSG, a Dover company, to enhance PSG's portfolio of specialized fluid handling solutions. - learn more

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