LA's Duplicate Image Problem: The Key Decisions That Will Shape the City's Visual Record

A sprawling, largely invisible problem has finally landed on the desks of administrators across Los Angeles: thousands of duplicate and misattributed images embedded in city agency websites, cultural institution databases, and the digital infrastructure being built out for the 2028 Olympic Games. The question now is who pays to fix it, and how fast.

The issue matters this summer for several concrete reasons. The LA28 organizing committee has been building out official digital platforms ahead of the Games, and image metadata accuracy is a contractual requirement under International Olympic Committee licensing agreements. At the same time, Mayor Karen Bass's communications office has been expanding digital outreach tied to the housing emergency declaration, meaning official city photography is moving through more channels than ever before. Duplicate images carrying wrong captions or misattributed credits create both legal exposure and public confusion.

Where the Problem Shows Up

At the Los Angeles County Museum of Art on Wilshire Boulevard, archivists have been quietly working through a backlog of digital duplicates in the museum's online collection portal — a project that began in earnest in early 2025 after the institution completed a server migration. The Getty Center in Brentwood, which maintains one of the most heavily trafficked open image archives in the Western United States, has its own de-duplication workflow, but staff there have acknowledged the process is ongoing and resource-intensive. Neither institution would provide specific timelines for completion.

City agencies present a different challenge. The Bureau of Engineering, which manages thousands of project photographs tied to infrastructure work from the Sixth Street Viaduct to the ongoing Metro Purple Line extension, uses a content management system that was last overhauled in 2019. Duplicate entries in that system can result in the wrong project photos appearing in public-facing reports — a problem that becomes more visible as the city publishes progress updates on Olympic venue construction at sites including SoFi Stadium in Inglewood and the Los Angeles Memorial Coliseum in Exposition Park.

The entertainment industry adds another layer of complexity. Studios in Burbank and Culver City generate enormous volumes of production photography, much of it licensed through third-party aggregators. As AI-assisted image tagging becomes standard practice at agencies including WME and CAA, the risk of duplicate metadata errors being ingested at scale has grown. Several smaller post-production houses along Cahuenga Boulevard in Hollywood have already begun auditing their image libraries after discovering misfiled unit photography from 2023 and 2024 productions.

The Decisions Ahead

Three choices will define how this unfolds over the next 18 months. First, whether the city adopts a unified image management standard across departments — something the LA Information Technology Agency has discussed but not yet mandated. Second, whether LA28 absorbs the cost of auditing its own visual assets independently or pushes that obligation down to venue partners. Third, whether cultural institutions like LACMA pursue shared infrastructure or continue managing duplicates in-house.

Cost is real. A mid-sized municipal image audit — covering roughly 50,000 to 100,000 assets — typically runs between $80,000 and $250,000 depending on whether it is handled internally or contracted out, according to publicly available procurement records from comparable city technology projects in other major US municipalities. For a city already operating under fiscal pressure, that figure will drive the timeline as much as any technical consideration.

The practical path forward for most LA institutions involves three immediate steps: running automated hash-comparison tools to flag exact duplicates, establishing a single authoritative metadata standard before new assets are ingested, and assigning clear human accountability for sign-off. For city agencies, that last point may require a policy directive from the Mayor's office rather than a technology fix alone.

The 2028 Games have a fixed deadline. Every month that passes without a centralized decision on image governance is a month of additional cleanup compressed into an already tight Olympic preparation schedule. The window for getting ahead of this is closing.