An Artificial Intelligence-Based Analysis & Narrative Framing Of CBC’s Coverage Of The Israel-Hamas War

Today, HR Canada Charitable Organization (HRCCO) has released a landmark report, showing consistent, overwhelming narrative imbalance in the Canadian Broadcasting Corporation’s (CBC) online coverage of the Middle East conflict, which minimizes and abstracts Israeli and Jewish experiences while privileging Palestinian perspectives and views.

The two-part report analyzed 2,789 CBC news articles published between October 7, 2023 and June 7, 2025, examining the CBC’s online coverage of the Israel-Hamas war. By harnessing the power of artificial intelligence to conduct large-scale textual analysis, and combining this with academic review of tone, context, and moral framing, the report identifies a consistent pattern in the coverage that dehumanizes Israelis while humanizing Palestinians. These findings are particularly significant given the broader context of rising antisemitism in Canada, raising serious questions about the role media framing may play in shaping public perception.

The report consists of an independent AI sympathy analysis conducted by Innohives, the leading AI-powered research firm behind the Asserson Report on the BBC, and a narrative analysis of the same data, conducted by HRCCO. Innohives’ research concluded that the CBC’s coverage of the Israel-Hamas war demonstrated significant imbalance in sympathy, challenging its commitment to its own Journalistic Standards and Practices.

The accompanying HRCCO narrative analysis demonstrates that by omitting or minimizing Israeli perspectives, selectively engaging in emotional storytelling, disproportionately quoting Palestinian civilians and over-amplifying the testimony of unrepresentative Jewish organizations, the CBC has unevenly shaped the Canadian public’s understanding and perception of one of the most significant and complex global conflicts.

“The bias, which is clearly demonstrated by the research being released today, should concern all Canadians,” said Amanda Eskenasi, Director of Education at HRCCO and author of the HRCCO report. “Consistently imbalanced coverage has real-world consequences, and it must be addressed. It contributes to a culture that dehumanizes Jews and dismisses Jewish suffering, allowing bad actors to rationalize or excuse antisemitism, eroding the moral barrier against antisemitic violence.”

Key Report Findings

The HRCCO Report outlines several key findings relating to coverage of the Israel-Hamas war:

    • Israeli Civilian Erasure: Coverage of Israeli civilian suffering or the Israeli experience in general dropped sharply after December 2023, falling to nearly zero for the remainder of the conflict.

    • Narrative Imbalance: CBC’s coverage humanizes Palestinian suffering through individualized, emotionally rich portrayals and direct quotation, while Israelis—including hostages—are rendered largely invisible as people, and instead portrayed through impersonal, institutional labels like “Israel” or “IDF forces.”

    • Distortion of Jewish Perspectives: CBC’s coverage of domestic events (encampments, protests, etc), repeatedly elevated visibility of anti-Zionist Jewish organizations that represent a minority of the Jewish community, granting them disproportionate coverage and implicit authority. In many cases, these groups were featured more prominently than mainstream Jewish organizations.

The Innohives’ analysis further found a consistent disparity between headline framing and the substance of the article text. While the body of CBC articles often contained more neutral or mixed reporting, headlines were significantly more likely to frame Palestinian civilians sympathetically, demonstrating a consistent editorial decision to shape audience perceptions of the conflict before they could engage with the facts.

A Call for Reform

“The CBC has a legal responsibility under the Broadcasting Act to provide coverage that fairly and accurately reflects the circumstances and diversity of Canadian society. To achieve this, every community is equally deserving of empathy, accuracy and truth,” said Eskenasi. “As Canada’s publicly funded broadcaster, the CBC has an obligation to uphold these standards of impartiality and representational integrity. When coverage consistently falls short of those obligations due to systemic failings, it requires serious review and meaningful reform.”

This includes taking immediate action to address these findings, such as an in-depth, independent audit of CBC’s editorial culture, as well as regular external monitoring and assessments on its reporting to ensure the CBC remains accountable to its own standards. For detailed information on HRCCO’s recommendations for reform, click here.

About HR Canada Charitable Organization

HR Canada Charitable Organization (HRCCO) is a registered Canadian charity whose mission is to advance education and foster understanding by delivering comprehensive educational courses, lectures, and workshops that confront issues of religious, racial, ethnic, and cultural intolerance, with a particular focus on antisemitism.

Through the use of data collection and research, media analysis, and public dissemination, we strive to promote unbiased representation and challenge anti-Jewish discrimination and prejudice in Canada.

For More Information
HR Canada Charitable Organization
Amanda Eskenasi, Director of Education
amanda@hrccharitable.ca

Together, these findings raise profound concerns about representational fairness, editorial consistency, and the statutory obligations of a public broadcaster in a diverse democratic society. Narrative framing is not a trivial matter of style. It is the mechanism through which audiences learn who is a victim, who is credible, who is dangerous, and whose grief “counts.” When Israeli civilians appear almost exclusively as extensions of the state, and Jewish Canadians appear largely represented by institutional spokespeople or unrepresentative activists, the public is deprived of the human texture that should accompany reporting on both war and domestic social tension. Conversely, when Palestinian narratives dominate the effective terrain of CBC’s reporting (both abroad and at home) the public’s moral intuitions are shaped accordingly. This is not a question of denying Palestinian suffering, which is real and immense, but of ensuring that journalistic storytelling does not turn one population into the sole locus of compassion while rendering another narratively invisible. As this report demonstrates, CBC’s coverage has not met that standard. A recalibration is necessary, not toward “equal time,” but toward editorial integrity, representational accuracy, and the ethical obligation to humanize all who are affected by this conflict.

Moreover, as a publicly funded body with explicit statutory obligations under the Broadcasting Act, and governed by its own Journalistic Standards and Practices document, the CBC is not merely encouraged but required to provide programming that is fair, accurate, and reflective of the diversity and lived realities of Canadians. The patterns documented in this report demonstrate that, in its coverage of the Israel-Hamas war and related domestic events, the CBC has fallen short of those obligations. Systematic omissions, selective amplification, and persistent narrative asymmetries have produced coverage that misrepresents both Israeli civilian experience abroad and mainstream Jewish life at home. This is not a matter of isolated editorial lapses, but of entrenched practices that demand institutional correction. If the CBC is to retain public trust and fulfil its role as Canada’s national public broadcaster, it must acknowledge these failures and undertake meaningful reform to ensure that all communities are treated with equal dignity, seriousness, and humanity. Anything less risks entrenching distortion as default practice, and undermines the very public mandate that justifies the CBC’s privileged position in Canadian civic life.

Recommendations:

Based upon the foregoing conclusions, we urge the CBC to implement the following recommendations:

1.  Immediate Independent External Review:

Given the scope, consistency, and duration of the editorial imbalances documented in this report, and in light of the CBC President’s testimony before the House of Commons Standing Committee on Canadian Heritage on October 20, 2025 - in which she said that there’s no need to “stop everything to do a full investigation” into antisemitism at the CBC - it is clear that the broadcaster currently lacks either the institutional capacity or the internal willingness to critically evaluate its own editorial failures.

Accordingly, the CBC must commission an independent, arm’s-length external review conducted by a neutral and methodologically credible third party. This review should examine how narrative bias emerges in practice, including newsroom culture, editorial incentives, sourcing norms, framing conventions, and decision-making structures. An internal review is insufficient. The credibility of the process depends on independence.

2.  Ongoing External Monitoring and Oversight:

As a publicly funded broadcaster governed by the Broadcasting Act, the CBC has a continuing obligation to meet statutory standards of fairness, representational accuracy, and service to all Canadians. One-time reviews are inadequate for addressing structural problems that develop over time. The CBC should therefore establish permanent, recurring external monitoring of its news coverage, particularly on issues involving minority communities, conflict, and social tension. Regular independent audits would provide accountability, identify emerging problems before they become entrenched, and ensure that CBC’s practices remain aligned with its public mandate rather than internal newsroom dynamics.

3.  Mandatory Structural Reforms Based on Review Findings:

The purpose of external review is not symbolic compliance, but meaningful change. Based on the findings of independent assessments, the CBC must implement concrete structural reforms to its editorial processes and newsroom dynamics. These should include clear sourcing standards, representativeness guidelines, safeguards against narrative drift, and enforceable mechanisms to ensure that no community is systematically abstracted, marginalized, or misrepresented. It should also include appropriate training on antisemitism and other forms of racial, ethnic, or religious discrimination.

Fair and balanced coverage cannot rely on goodwill alone. It requires durable institutional systems that actively prevent the kinds of failures documented in this report.

The Consequences Of CBC’s Failure:

Ultimately, the purpose of this report is not to assign intent, but to illuminate consequence. Across thousands of articles, consistent patterns of narrative omission, asymmetrical humanization, and selective amplification have produced a public record that falls short of what Canadians are entitled to expect from their national public broadcaster. These failures do not exist in a vacuum. When a population is persistently abstracted and spoken of primarily through institutions, power structures, or political labels, while another is rendered visible through intimate, humanizing narratives, the result is not merely skewed understanding, but a narrowing of moral concern. Over time, this erosion of empathy has real-world effects. It would be naive to think that the dramatic increase in reported antisemitic incidents in Canada (including physical assaults on individual Jews and Jewish institutions, schools, synagogues and private homes) have no relationship to the portrayal of the war by the CBC. The recent attack at Bondi Beach is a stark reminder that dehumanization is not an abstract media critique; it is a social process that lowers the psychological and moral barriers to violence. When Jews are routinely portrayed not as people with lives, fears, and vulnerabilities, but as symbols, proxies, or representatives of power, acts of aggression against them become easier to rationalize, excuse, or ignore.

For the CBC, these consequences carry particular weight because they engage not only journalistic ethics but legal and institutional responsibility. As Canada’s national public broadcaster, CBC is bound by the Broadcasting Act to provide programming that informs, enlightens, and reflects the circumstances and aspirations of all Canadians, and to do so in a manner that is fair, accurate, and representative. Its own Journalistic Standards and Practices further commit it to treating communities with care, balance, and fidelity to reality. The evidence presented in this report indicates that CBC’s coverage of the Israel-Hamas war has not met these obligations. The resulting distortions (who is humanized, who is abstracted, whose voices are treated as representative, and whose are marginalized) have shaped public understanding in ways that risk undermining social cohesion and public trust.

The recommendations offered here are therefore not hollow gestures, but necessary steps toward restoring representational integrity, repairing trust, and aligning CBC’s editorial practices with its statutory mandate. CBC occupies a position of extraordinary influence in shaping how Canadians understand one another and the world beyond their borders. With that influence comes an obligation not only to avoid factual error, but to safeguard the moral and narrative balance of its reporting. Addressing the structural issues identified in this study will require transparency, institutional self-reflection, and a willingness to confront uncomfortable patterns. But doing so is essential if CBC is to fulfil its role as a truly public institution—one capable of telling the full Canadian story, rather than a selectively curated one.

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