Novelist Gregg Hurwitz at his desk, working on an op-ed about social media algorithms and radicalization, with relevant news clippings in the background.

Hurwitz urges algorithm transparency and other fixes to curb online radicalization

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In a Daily Wire op-ed, novelist Gregg Hurwitz argues that social media algorithms are accelerating real‑world radicalization and outlines five fixes aimed at preserving free speech while reducing harm. He cites recent high‑profile attacks — including the killings of Minnesota House Speaker Emerita Melissa Hortman, UnitedHealthcare executive Brian Thompson, and activist Charlie Kirk — to illustrate the stakes.

Gregg Hurwitz — a New York Times bestselling author and co‑president of International Thriller Writers — warns that profit‑driven social media algorithms are amplifying hateful content and encouraging copycat behavior offline. In his op‑ed for the Daily Wire, published Oct. 28, 2025, he points to a string of deadly incidents as evidence of an escalation from online extremism to physical violence. According to independent reporting, Minnesota House Speaker Emerita Melissa Hortman and her husband were fatally shot at their home on June 14, 2025; a suspect has pleaded not guilty in federal court. Conservative activist Charlie Kirk was assassinated during a campus event in Orem, Utah, on Sept. 10, 2025. And in December 2024, UnitedHealthcare CEO Brian Thompson was shot and killed outside a Manhattan hotel; Luigi Mangione has pleaded not guilty in that case and faces state and federal charges. (reuters.com)

Hurwitz argues that these episodes reflect a broader “network contagion,” in which algorithms boost inflammatory content for engagement, creating a permission structure for violence. He notes, for example, that the 2002 “Letter to America” by Osama bin Laden surged across platforms in 2023 before companies scrambled to remove posts that violated terrorism rules — a reminder, he writes, of how quickly polarizing material can propagate online. (cbsnews.com)

Data claims and research he cites
- Hurwitz says his team at US the Story analyzed a sample of posts from 14 prominent hate accounts on a single platform, tallying more than 50 million views for those posts and estimating the accounts’ reach at 6.45 billion impressions and 448 million engagements over roughly 10 months. Those figures are attributed to Hurwitz’s group; they have not been independently published beyond his op‑ed. (dailywire.com)
- He attributes some online escalation to foreign information operations and to domestic actors with “Dark Tetrad” traits. As historical context, U.S. officials have previously accused the KGB of forging Ku Klux Klan letters to inflame racial tensions, illustrating how adversaries have long tried to weaponize social divisions. (washingtonpost.com)
- Hurwitz describes recording a live conversation among self‑described neo‑Nazis about tactics to exploit algorithms by seeding non‑explicitly racist content to court bigger influencers — a practice he calls “algorithmic grooming.” This account is based on his team’s observation and has not been independently verified. (dailywire.com)
- He cites an April study by the Network Contagion Research Institute (NCRI) reporting that more than half of self‑identified left‑leaning respondents said assassinating Donald Trump would be at least somewhat justified, and that Bluesky users showed unusually high support for Mangione after Thompson’s killing. Media summaries of the NCRI work report similar figures (about 55% among left‑leaning respondents); NCRI’s site was unavailable for direct review at press time. (bizpacreview.com)

What we know about the referenced attacks
- Minnesota: Authorities say Melissa Hortman and her husband, Mark, were killed in a targeted attack; the suspect, Vance Luther Boelter, has pleaded not guilty to federal charges. Public officials honored Hortman as she lay in state at the Capitol. (reuters.com)
- Utah: Kirk, the Turning Point USA co‑founder, was fatally shot by a sniper while speaking at Utah Valley University; a 22‑year‑old suspect was later arrested. (reuters.com)
- New York: Thompson, UnitedHealthcare’s insurance‑division CEO, was killed outside the New York Hilton Midtown ahead of an investor event. Mangione has pleaded not guilty; a judge later dismissed certain state terrorism counts while allowing a murder charge to stand. Officials and multiple outlets have described a handwritten document recovered by police that outlined his grievances against the health‑care industry, though separate viral posts purporting to be his online “manifesto” have been debunked. (reuters.com)

Hurwitz’s five recommendations
1) Algorithm transparency: Allow vetted outside researchers to study platform data to assess links to illegal activity and measure whether companies enforce their own rules. (dailywire.com)
2) Elevate real‑identity, verified users over anonymous accounts in distribution, while preserving space for protected whistleblowing. (dailywire.com)
3) Distinguish free speech from paid or algorithmic “freedom of reach” that propels lies and threats; avoid covert amplification of harmful content. (dailywire.com)
4) Retain human judgment in content moderation to keep automated systems from being gamed and to uphold platform standards. (dailywire.com)
5) Identify and curb bot swarms and inauthentic coordination, including through independent research access. (dailywire.com)

Context on youth harms and amplification
Researchers and regulators have flagged how recommendation systems can funnel teens toward body‑image and self‑harm material, underscoring Hurwitz’s concerns about algorithmic incentives. Recent reporting and studies found Instagram and other platforms surfacing eating‑disorder‑adjacent content to vulnerable users and, in experiments, rapidly pushing self‑harm or extreme dieting themes. (reuters.com)

Hurwitz says he is not calling for government censorship and has found many technology leaders receptive in private conversations. He argues that the proposed steps would bolster user choice and platform accountability without suppressing lawful speech. (dailywire.com)

A note on attribution
Some specific figures in the op‑ed — including the 14‑account analysis and the detailed NCRI survey breakdown of Bluesky users — are presented as Hurwitz’s citations and partner findings and could not be independently verified beyond secondary summaries. Where independent corroboration exists for referenced events, it has been included above.

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