'These Things Happen Too Often': How an Encounter with Police Launched an App to Hold Cops Accountable

Yasmin Tayag
Yasmin Tayag is a science editor and writer. She was previously the lead editor of the Medium Coronavirus Blog and founding editor of Future Human, a publication about science and the future. She was also a senior editor at the health website Elemental and the tech website OneZero. Before that, she was the senior science editor at Inverse. She is most interested in biology, health, the future of food, and the intersection of science with racial and social justice.
'These Things Happen Too Often': How an Encounter with Police Launched an App to Hold Cops Accountable
Photo by James Eades on Unsplash

Tony Rice II was just a 17-year-old kid living in the Dallas-Fort Worth area when an officer approached his car with his gun drawn, saying he suspected the car was stolen.

"He pulled me over, came up to my car, and actually pulled a gun on me," said Rice. In the end, the officer still gave Rice a traffic ticket. It was only later he said he discovered there had been no corresponding reports of a stolen vehicle.


Rice and his family never filed a complaint about the interaction. "I think we were all just glad that it didn't result in a fatal encounter," said Rice, now 36, whose father grew up in the segregated South and whose mother is an immigrant from Haiti. "Unfortunately in my community, these things happen too often."

Tony Rice II

Unarmed founder Tony Rice II

Systemic racism was something that Rice couldn't avoid over the next two decades, even as he was building his career at Google and Deloitte and eventually with his own consulting firm, which helped cities launch tech projects with vendors such as Oracle. He said he was "just not sure how I could help address it."

Then, in 2020, George Floyd and Breonna Taylor were killed by police. It dawned on Rice that he could leverage his personal and professional experience to address police violence in a meaningful way. "Knowing that could have been me," he said, "I thought I was uniquely positioned to create a technology project that could potentially help resolve this disparity."

He began developing Unarmed, an online platform that allows city government agencies to easily gather and manage civilian feedback about law enforcement, including cases involving use of force. The public often doesn't know that they can give feedback about police, he said, and even when they do, they don't know how to do so. He hopes streamlining the process will increase both access and awareness about these options.

So far, Rice has self-funded the company, and he plans to hold a family-and-friends funding round at the end of the second quarter. Though the launch of the completed product is slated for the end of this year, Rice points out that its major functionality is already finalized. "We could deploy tomorrow," he said, adding that the platform can be implemented quickly because it can be installed remotely rather than onsite.

Mock-up videos on the Unarmed website show a streamlined online platform where a user can select to file a "complaint" or a "compliment." Subsequent pages give civilians the option to either provide personal information or file anonymously, and to provide information about the incident, officers involved, details about witnesses and any photo or video evidence. Cases are submitted to a city's oversight officers and labeled with a tracking number, which allows users to check for updates.

Unarmed might seem like an obvious solution, but in many cities there are relatively few avenues for civilians to file complaints about police. While some cities have robust citizen complaint review boards (also known as civilian oversight agencies) that are external to police, most police departments log and review complaints internally.

Even though some departments have "very independent complaint review processes," said Jack Glaser, an expert on policing and racial justice at UC Berkeley's Goldman School of Public Policy, "it is very difficult to get a complaint 'sustained.'" Sustainment occurs when a complaint is found to be supported by sufficient factual evidence and deemed a policy violation. He said complaints about racial profiling in particular are almost never sustained.

Worse yet, Rice has found that while a few cities offer fillable PDFs or forms that can be printed out and submitted, many do not offer any online options and instead require civilians to manually log complaints at the police department, "which is obviously counterintuitive," he said. Further, he notes, many of these services are offered only in English and Spanish, excluding Americans who primarily speak different languages.

Designed with access in mind, Unarmed is geared toward cities that have stated their commitment to police reform. As the Black Lives Matter movement continues to gain traction, the number of such places appears to be growing. Last July in Kansas City, Mayor Quinton Lucas and city council members called on the police to provide data in order to create a publicly available use-of-force database. This still hasn't materialized, however, and the city's police chief is currently under fire for failing to deliver on these demands. With Unarmed, willing cities can organize and manage such databases so that they're positioned to have the biggest impact on police reform.

The platform isn't just for citizens; Rice said it can also be useful for police departments because it allows them to log and organize data that they are legally required to report. For instance, in Los Angeles, where Rice is based, police must submit race- and identity-related details of every person that an officer detains or searches — known as "stop" data — to the California attorney general every year. "There's a checklist of different items you need to include," said Rice, "so even including that also makes it more enticing to police departments." Currently, the Callifornia government recommends police use notebooks, mobile data terminals or mobile digital computers for this data collection but doesn't provide any tools.

Rice is "hopeful" that both cities and police departments will show interest in his product. "All I can do is do the outreach, and try to show the problems that exist today and the benefits of being on the platform," he said.

Cameron McEllhiney, director of training and education at the National Association for Civilian Oversight of Law Enforcement, notes a major obstacle to Rice's project: Many cities have limitations regarding the investigation of third-party complaints, an issue that platforms similar to Unarmed have faced in the past. Nevertheless, she adds, "the adoption and implementation of effective, sustainable civilian oversight mechanisms is what we should be striving for."

Glaser sees promise in Unarmed, noting that "anything that standardizes and streamlines these processes will be a step in the right direction." But the real challenge will be ensuring that civilian feedback is registered and meaningfully adjudicated. "It's one thing to collect, categorize and store this information; it's another, and harder, thing to act on it," he said.

Optimistic about the future of Unarmed, Rice is likewise encouraged by the ongoing conversations about diversity in tech, which has led many companies to hire more diverse workers. "There's not a lot of us," he said. "I think it's not only about funding Black founders but Black founders that are making an impact, that can drastically impact people's lives."

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Hello Sunshine Sold for More Than $900M. Now Reese Witherspoon Is Buying It Back.
Image Source: Hello Sunshine

🔦 Spotlight

Hey there, LA.

In Hollywood, every successful story eventually gets a sequel. This one brings Reese Witherspoon back to the company she built.

Five years after selling control of Hello Sunshine in a deal worth more than $900M, Witherspoon is partnering with French production group Mediawan to buy back the Los Angeles media company.

The reported purchase price is in the low-to-mid eight figures, significantly below Hello Sunshine’s valuation when Candle Media acquired a controlling stake in 2021.

That difference tells a larger story than any single Hollywood transaction.

Hello Sunshine was one of the most prominent acquisitions made during the streaming boom, when platforms were spending aggressively and investors placed enormous value on production companies with recognizable founders, established audiences and libraries of intellectual property.

Witherspoon had built all three.

Founded in 2016, Hello Sunshine developed its business around stories centered on women, producing projects including “Big Little Lies,” “The Morning Show,” “Little Fires Everywhere” and “Daisy Jones & The Six.” It also turned Reese’s Book Club into an influential audience and discovery platform that now reaches 6.2 million readers and drives approximately $900M in annual U.S. book sales, according to the company.

By 2021, that combination of talent, intellectual property and direct audience access looked like the foundation of a next-generation media empire.

Candle Media, backed by capital from Blackstone, acquired Hello Sunshine as part of a broader effort to assemble a portfolio of entertainment brands. The company also purchased businesses including Moonbug Entertainment, ATTN: and Faraway Road Productions.

Then the streaming market changed.

Entertainment companies became more disciplined about content spending. The race to accumulate subscribers gave way to pressure for profitability. Production budgets tightened, consolidation slowed and some of the valuations assigned during the streaming boom became difficult to maintain.

Hello Sunshine’s return to founder-led ownership reflects how dramatically the media landscape has changed since 2021. It also gives Witherspoon an opportunity to regain greater influence over the company at a moment when its core assets may matter more than its former valuation suggests.

Under the new ownership structure, Hello Sunshine plans to refocus on premium film and television, Reese’s Book Club and new storytelling and distribution formats. Mediawan brings an international production network, while Witherspoon brings something harder to manufacture: a trusted personal brand and an audience willing to follow her recommendations from books to screens.

That relationship with consumers is increasingly valuable in a fragmented media market. Studios can finance productions. Streaming services can distribute them. Far fewer companies can reliably convince millions of people to care before a project is even released.

For Los Angeles, the deal reflects the increasingly fluid boundary between entertainment company, consumer brand and technology-enabled audience platform. The most resilient media businesses may not be those producing the greatest volume of content, but those that own a direct relationship with a specific community.

The first Hello Sunshine deal captured the optimism of the streaming era.

The second may offer a more focused model for what comes next, with the company once again guided by the founder who understood its audience from the beginning.

Hollywood loves a comeback story.

This time, the company is making one too.

LA Tech Week’s Final Stretch

Still making the most of LA Tech Week? We have organized the remaining events by location to make planning the weekend a little easier:

Event schedules may change, so confirm the latest details with the organizer before heading out.

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

🤝 Venture Deals

    LA Companies

    • Goodweek raised a $12M seed round led by Adara Ventures to expand its AI management platform for small and midsize businesses. The company brings tools such as ChatGPT, Claude, Gemini and Mistral into one governed workspace and will use the capital to accelerate sales and expand into Latin America and Asia. - learn more

    LA Venture Funds
    • Fika Ventures co-led Otter Health’s $8M seed round alongside Evidenced Capital, with participation from Slow Ventures, Metrodora, CoFound Partners, Patient Capital, SemperVirens and Layout Ventures. The startup will use the funding to scale its AI-powered platform, which helps healthcare payers and providers reduce unnecessary care and manage quality without relying as heavily on traditional prior authorization. - learn more
    • Nant Capital co-led Prolific Machines’ $50M Series B2 alongside Atoms & Bits, bringing the biotechnology company’s total funding to more than $100M. Prolific will use the capital to scale its light-controlled biomanufacturing platform, expand pharmaceutical and biotech programs and begin early work on tissue and organ fabrication. - learn more
    • Family Fund participated in Allara’s $30M funding round alongside new investors Camino Partners and Foreground Capital, while existing backers including Index Ventures and GV increased their commitments. The women’s healthcare company will use the capital to expand AI-enabled care, grow its provider and enterprise partnerships and advance research into hormonal, metabolic and reproductive conditions. - learn more
    • Vida Ventures participated in Soufflé Therapeutics’ oversubscribed $135M Series B, which was led by Juvia Group. The biotech will use the funding to move three lead programs into clinical trials for muscular dystrophy, heart failure and muscle and metabolic disorders while advancing its broader pipeline of targeted RNA therapies. - learn more
    • FJOR participated in LightSprint’s $6.1M seed round, which was led by 645 Ventures. The AI software platform will use the funding to expand its enterprise product and grow its engineering and go-to-market teams as it helps employees across departments make changes to company codebases while keeping engineers in control. - learn more
    • Muse Capital participated in Collective X Health’s oversubscribed $3.2M pre-seed round, which was co-led by Council Capital and Anthemis Female Innovators Lab Fund. The women’s health intelligence startup will use the funding to expand its female-focused research and data platform, meet growing enterprise demand and support new research aimed at closing the women’s health data gap. - learn more
    • Act One Ventures participated in Intake AI’s $2.5M pre-seed round, which was led by Kapor Capital. The startup is building AI agents that automate clinical-trial setup and operations, helping research teams turn protocols into documents, search study materials and transfer approved forms into existing systems. - learn more
    • M13 participated in Ultra’s $62M financing, which included a $50M Series A led by Framework Ventures. The Brooklyn-based robotics startup will use the capital to expand deployment of its AI-powered warehouse robots, which handle packing, sorting and other fulfillment tasks and have already processed more than 500,000 orders. - learn more

    LA Exits

    • Farcaster is being acquired by Balaji Srinivasan’s Network School from Neynar, marking the decentralized social network’s second change in ownership this year. The deal includes Farcaster’s app, protocol repositories and related products, with its new owner planning to introduce a rules-based “social smart contract” governing full participation on the platform; financial terms were not disclosed. - learn more
    • Creator Authority has been acquired by Billion Dollar Boy Group, bringing the agency’s B2B influencer marketing expertise and LinkedIn specialization into BDB’s global creator business. The deal will help Creator Authority scale its work with enterprise brands while strengthening BDB’s presence on the U.S. West Coast and expanding its B2B creator marketing capabilities; financial terms were not disclosed. - learn more
    • Burbank-based CareerArc was acquired by AI hiring platform Humanly, with financial terms undisclosed. The deal combines CareerArc’s recruitment marketing and social recruiting tools with Humanly’s AI-powered candidate engagement, screening and interviewing platform, creating a more connected system for employers managing high-volume hiring. - learn more
    • Ethiqly was acquired by Carnegie Learning from Owl Ventures and the company’s management, with financial terms undisclosed. Carnegie Learning plans to integrate Ethiqly’s AI-powered writing platform into its literacy offerings, helping students improve their writing while giving teachers greater visibility into the drafting, revision and learning process. - learn more

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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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