Defending Our History In the AI Age

Bruce Hartford August, 2026

Since its founding in 1999, the purpose of this Civil Rights Movement Archive (CRMA), has been to make original, primary-source materials, analyses, and commentaries, about the Freedom Movement freely available to the public. Our goal is two-fold:

Now we are in an new era when the values of freedom, justice, and equality championed by freedom movements past and present are under unrelenting attack by the political descendants of those who so fiercely opposed us half a century ago. And at the same time, Artificial Intelligence (AI) applications are increasingly dominating the "infosphere" — the environment of digitized data, communication networks, mass and social media, and information services, that shape our society, culture, and politics.

To meet this challenge, CRMA and a number of other organizations that share our up from below and popular social change viewpoint are coalescing around the Movement History Initiative (MHI).

This article looks at two AI-related issues:

  1. AI Search. More and more, AI is supplanting traditional web search engines that used to simply list web links generated from a query. How often does AI search provide links to CRMA or MHI sites with similar viewpoints? And how high are our sites ranked in search results? For years a Google search for "Civil Rights Movement" would return a link to CRMA on the first or second page of the results list, now a CRMA line does not appear until page 12.

  2. AI Answer-Framing. Google now displays its own AI overview and summary created by its own Gemini AI product before displaying any links to other information sources. Which information sources does Gemini use to create those overviews? What perspectives do they reflect? And to what degree are they influenced by the economic and political interests of the corporations and individuals who own the AI platform?

To begin exploring these questions, we posed four search questions to different levels of AI product:

We posed those questions to four of the many AI platforms currently available to the public:

The Sources Used by These AI for Their Answers

For this comparison, we group information sources into two categories:

  1. Mainstream Authorities (MSA) such as Encyclopedia Britannica, Public Broadcasting Service (PBS), National Archives (NAR), National Park Service (NPS), Library of Congress (LOC), Smithsonian, Stanford Univ, Wikipedia, etc.

    For their answers to our four queries, Gemini and Grok tended more towards popular sources such as Britannica and Wikipedia; while Claude and Perplexity gave more emphasis to academic sources such NAR, LOC, Smithsonian, and Stanford. In this context "Smithsonian" usually means the NMAAHC (colloquially the "Blacksonian") and "Stanford Univ" usually means the King Research & Education Institute.

  2. Movement History Initiative (MHI). The Civil Rights Movement Archive (CRMA), SNCC Digital Gateway (SDG), and Zinn Education Project. Other MHI sites that focus on the 1960s movement such as Black Power Chronicles and SNCC Legacy Project were rarely, if ever, cited.

The information sources the AI platforms used to generate specific sentences or paragraphs were discernible only to a very limited extent. But because our prompt included, "Cite Sources," they did refer readers to additional information. All four AI's referred readers primarily to MSA sources, but in come cases they did include a few referrals to CRMA, SDG, and Zinn.

Both Grok and Claude made limited use of SDG for both the MFDP and LCFO questions. The paid-account used for Perplexity was CRMA's, and Perplexity's information sources were weighted towards CRMA materials. It's not clear what sources Perplexity would have used to answer questions from someone else's paid account.

While all four AI platforms frequently cited the King Research Center at Stanford University as a mainstream authority, none of them cited the King Center in Atlanta as a source.

Extent and Length of These AI Answers

Unsurprisingly, where AI is concerned it's a case of, "You get what you pay for," in terms of length and complexity. (In this context, being forced to log in is a kind of implicit payment because log-in data is monetized.) Answers from the three platforms that did not charge an explicit fee were around 2000- 2600 words, the paid-subscriber response from Perplexity was 5619 words.

The Content of These AI Answers

Length aside, all of the AI responses were remarkable similar. All of their answers were predominantly shaped by and reflected the views of Mainstream Authorities. Mainstream authorities who assume that — and mainstream media that acts as if — there is one single, objective truth in politics and society and that they are the impartial dispensers of that truth.

While some single, objective truths do exist in science, in human affairs, interpretations and understandings are always influenced by factors of race, class, gender, political orientation, and economic self-interest on the part of whomever the speaker or publisher is. Therefore, the fact that all four AI platforms focused on the same events and presented essentially the same interpretation does not mean their responses are somehow objectively true or correct to the exclusion of all other points of view. Rather it means than that their answers are based on the assumptions and values of the sector of society that Mainstream Authority publishers represent.

For the most part, the AI articles to our prompts did contain information that was accurate and useful. Our problem with the responses that AI generated from Mainstream Authorities concern what they Omit and what they Focus on. To whit:

Nonviolence:

MFDP Challenge to Democratic Party:

Lowndes County Freedom Organization (LCFO):

Black Power:

Summing Up

The core purpose of CRMA and our sister MHI sites is to make available to students, activists, and researchers a forced up from below, mass popular action understanding of the Civil Rights Movement and current day struggles. In other words, to provide an alternative to the top-down, appeal-to-gracious-leaders framing so often presented by mainstream media, school textbooks, and popular culture.

In the past two years, however, three new factors have emerged that make achieving our purpose far more challenging:

Meanwhile, those of us in the middle and lower-strata of the social pyramid continue to have scant immediate influence on mainstream media and mainstream authorities. "Freedom of the press" has always applied most-powerfully to those who own presses and media platforms and corporate-owned and funded-by-the-wealthy nonprofit information sources tend to reflect the views and interests of their owners and funders.

But ever was it so. All of the successful social-justice struggles of the past overcame similar obstacles and opponents. Which means that we who are committed to a more just and equitable society need to continue creating, make more available, and consciously promote alternative information sources that are factual, reliable, and grounded in lives-lived realities.

As a practical matter, to achieve that we need to build, use, and promote Movement History Initiative (MHI) information sources and to create a robust network of alternative information sources that view and address social and political issues from bottom-up, justice and equality points of view.

Copyright © Bruce Hartford

 


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