Skip to content
Interdisciplinary CurriculumCurriculum

Your learning stays with you.

Support Independent Learning
Purchase Terms

© 2026 Commensurate Ventures. All rights reserved.

Interdisciplinary CurriculumCurriculum
All Courses

Critical News Literacy

Understanding media in the digital age. A curriculum for navigating news, identifying misinformation, and becoming a critical consumer of information.

13 Units
2-3 weeks per unit
Curriculum Map

How News & Algorithms Manufacture Reality

Audio Overview — Journalism & Media Literacy

0:00/0:00

What You Will Learn

Source Evaluation

Learn systematic methods for evaluating sources, including lateral reading and the SIFT method for verification.

Bias & Framing

Identify types of media bias and understand how framing shapes our understanding of events.

Digital Literacy

Navigate social platforms, recognize misinformation, and understand algorithmic curation.

Curated Video Library

8 curated videos to explore — plus 13 more matched to individual units inside the course

Niall Ferguson's "The Square and the Tower"
51m
lecture
Niall Ferguson's "The Square and the Tower"YouTube
Hoover Institution·Jan 2018(8 years ago)·319K views

Ferguson opens this Hoover Institution conversation with a confession: he moved to Stanford and discovered that Silicon Valley believed 'history began with the Google IPO,' and everything before that was 'the Stone Age.' His book argues that networks and hierarchies have been competing for power since the Illuminati and the Reformation, and that the current era -- in which platforms have disrupted the hierarchical gatekeeping of traditional media -- is not unprecedented but rhymes with earlier periods when new communication technologies destabilized established power. Ferguson's specific discussion of how the printing press enabled Luther to go viral, how conspiracy theories fill the vacuum left when network structures evade historical scrutiny, and how Facebook and Twitter recapitulate patterns from the 18th century provides the historical framework Unit 11 needs. When your student reads about how truth has been constructed differently in each technological era, Ferguson's argument that 'we did not invent networks' gives that abstract claim concrete historical grounding.

platformpublishertrustinvestigative journalism+4 more
Meet the Makers: Pulling the Thread
1h 1m
documentary
Meet the Makers: Pulling the ThreadYouTube
WORLD·Aug 2020(5 years ago)·3K views

This hour-long behind-the-scenes conversation with the filmmakers of 'Pulling the Thread' -- a documentary series about conspiracy thinking -- is itself a masterclass in journalism ethics and source relationships. Directors Kristen Pechaske and Danny Alpert describe how the series began after the 2016 election when 'everyone was suddenly noticing the problem with fake news,' and how they discovered that conspiracy thinking is not confined to one political tribe: Alpert found it 'in my own family, in my own friend group' among people who 'lean to the left.' The filmmakers discuss the challenge of building trust with interview subjects who are 'legitimately' suspicious of media because 'they felt like they weren't very well represented' in previous coverage. This connects directly to Unit 3's treatment of journalism ethics and Unit 8's source evaluation frameworks. The conversation also introduces the cognitive science of conspiracy belief -- the five triggers of conspiracy thinking, the illusion of understanding, confirmation bias -- providing a bridge to Unit 12's case studies of Flat Earth and vaccine hesitancy.

misinformationconspiracy theorytrustbias+4 more
The Future Of Reasoning
30m
explainer
The Future Of ReasoningYouTube
Vsauce·Apr 2021(5 years ago)·12.0M views

Michael Stevens of Vsauce opens by asking 'where is your mind?' and then builds a 30-minute argument that reasoning -- the faculty we assume will save us from misinformation -- may not have evolved for truth-seeking at all. Drawing on the 'argumentative theory of reasoning' from Hugo Mercier and Dan Sperber, he explains that human reason may have evolved not to help individuals find truth but to help groups argue more effectively, which means we are naturally better at finding flaws in other people's arguments than in our own. This is the single best video companion for Unit 4 on bias and framing because it gives students the cognitive science behind confirmation bias before the curriculum asks them to identify it in news coverage. Stevens also discusses 'behavioral inertia' and status quo bias in the context of climate change, modeling exactly the kind of cross-domain thinking the course demands. At 30 minutes, it is the most accessible entry point in the showcase -- a teacher could assign it the night before class and open with discussion.

biasconfirmation biasperspectivetrust+4 more
Why the US is Politically Polarized
3h 5m
documentary
Why the US is Politically PolarizedYouTube
The Cynical Historian·Oct 2022(3 years ago)·49K views

This nearly three-hour documentary traces American political polarization from the Civil Rights Acts of the 1860s through the sixth party system, and its relevance to a journalism course is structural: it demonstrates how the media ecosystem both reflects and amplifies political division. The Cynical Historian opens by noting that 'no scholar worthy of the name denies' the party realignment, and then methodically traces how sectional loyalties shifted over a century, producing a political system 'founded in partisanship more than ideology.' His treatment of how cable news, talk radio, and social media transformed political communication from occasional consumption to a '24/7 constant stream' maps directly onto Unit 6's analysis of how platforms changed news distribution and Unit 7's account of how the advertising model's collapse pushed journalism toward partisan engagement. For the capstone trilogy (Units 11-13), this video provides the political history that explains why trust in media collapsed even as journalism improved.

leadbiasjournalismplatform+4 more
The ultimate guide to rationality, with Harvard's Steven Pinker
1h 19m
lecture
The ultimate guide to rationality, with Harvard's Steven PinkerYouTube
Big Think·Mar 2023(3 years ago)·933K views

Pinker frames his entire argument around a paradox the journalism course explores across its first ten units: progress is real, the data is overwhelming, and yet public perception of the world has gotten dramatically darker. He opens by quoting Leibowitz -- 'I don't believe in anything you have to believe in' -- and then presents over a hundred graphs showing declining violence, poverty, and disease, before asking the essential question: if things are getting better, why do we think they are getting worse? His answer implicates journalism directly. The 'availability heuristic' means we judge the frequency of events by how easily examples come to mind, and news coverage systematically overrepresents violence, disaster, and failure. This is the intellectual foundation for Unit 4's treatment of selection bias and Unit 7's analysis of 'if it bleeds it leads' as a business model. Pinker also addresses conspiracy theories, stereotype formation, and the difference between legitimate skepticism and motivated reasoning -- concepts that run through Units 5 and 12.

journalismnarrativetrustbias+4 more
How Elon Musk Turned Twitter Into X (full documentary) | FRONTLINE
1h 54m
documentary
How Elon Musk Turned Twitter Into X (full documentary) | FRONTLINEYouTube
FRONTLINE PBS | Official·Oct 2023(2 years ago)·3.0M views

This is the single most important documentary for this course. FRONTLINE spends six months investigating how one man's acquisition of a global communications platform reshaped public discourse, and in doing so, the film itself demonstrates the craft of investigative journalism at its highest level. Correspondent James Jacoby interviews former Twitter executives, content moderation researchers, and disinformation scholars to trace how Musk dismantled the platform's trust and safety infrastructure, reinstated banned accounts, and transformed editorial policy through personal fiat. The documentary makes visceral what the curriculum teaches abstractly across Units 5, 6, and 9: that platforms are not neutral conduits but editorial environments where decisions about content moderation, algorithmic amplification, and account verification shape what billions of people see. When researchers describe their findings that harassment increased and foreign disinformation went unchecked after the takeover, students see in real time what happens when the gatekeeping function the course examines in Unit 6 is deliberately dismantled by the gatekeeper's new owner.

platformmisinformationcensorshipdisinformation+4 more
Anne Applebaum | Autocracy, Inc.
1h 6m
lecture
Anne Applebaum | Autocracy, Inc.YouTube
Commonwealth Club World Affairs of California·Jul 2024(1 year ago)·26K views

Applebaum opens this Commonwealth Club talk by describing how autocracies that share no common ideology -- Communist China, nationalist Russia, theocratic Iran -- have nonetheless built a cooperative network to undermine democratic institutions, and her central insight is that they do so primarily by poisoning information. She explains that if people are 'naturally drawn to the image of human rights, to the language of democracy, to the dream of freedom, then those ideas have to be poisoned,' and she traces the specific mechanisms: state-sponsored disinformation campaigns, the co-opting of independent media, and the strategic use of propaganda to make citizens distrust all sources of truth equally. This maps directly onto Units 5 and 9, where the curriculum examines how disinformation operates as a tool of state power and how press freedom varies across political systems. Applebaum's account of journalists murdered, imprisoned, and surveilled gives Unit 9's press freedom statistics human faces and names.

disinformationnarrativeindependent mediacensorship+4 more
Timothy Snyder: On Freedom
1h 37m
lecture
Timothy Snyder: On FreedomYouTube
The John Adams Institute·Jan 2025(1 year ago)·47K views

Snyder arrives at the John Adams Institute in Amsterdam straight from Davos, where he describes feeling like a 'court jester' brought in to provide 'contrast to the other various serious things -- money -- that they're talking about.' He then delivers a lecture that redefines freedom not as freedom from constraint but as freedom to create, to thrive, to take risks. His argument is essential for Unit 9 on international press freedom because he traces how authoritarian regimes -- Russia, Hungary, Poland -- systematically dismantle press freedom not through crude censorship but through ownership consolidation, advertising pressure, and the creation of parallel media ecosystems that make citizens distrust all sources equally. Snyder's concept of 'echo chambers' as deliberately engineered political instruments rather than accidental byproducts of technology provides a more sophisticated framework than the standard filter bubble narrative. For the capstone trilogy, his argument that 'the word freedom is used and abused by different people to mean very different things' connects to Unit 11's epistemological inquiry into how truth itself is constructed.

platformdisinformationecho chamberperspective+4 more

Explore These Channels

FRONTLINE PBS | Official
~6h

FRONTLINE does not just teach about journalism -- it IS journalism. Their investigative documentaries on platform power, disinformation, and media manipulation feature the kind of sourcing, verification, and editorial rigor that this course asks students to evaluate and emulate. For a course that treats journalism as a craft with standards, FRONTLINE provides the gold standard: students can watch the journalism they are learning about being practiced at its highest level. Their documentaries on the Twitter/X transformation, AI-generated disinformation, and political media manipulation map directly onto Units 5, 6, and 11.

Covers 3 units in this course
Vsauce
~3h

Michael Stevens approaches reasoning, bias, and human cognition with a combination of intellectual rigor and visual storytelling that makes abstract concepts tangible. His explorations of confirmation bias, the argumentative theory of reasoning, and the limits of human rationality provide the cognitive science foundation that this course needs for its treatment of bias, framing, and media literacy. Vsauce videos are consistently among the highest-viewed educational content on YouTube, meaning students have likely already encountered his work -- which makes connecting his insights to journalism concepts feel natural rather than forced.

Covers 3 units in this course
WORLD
~2h

WORLD Channel's 'Pulling the Thread' documentary series is purpose-built for media literacy education. The six-episode series systematically examines conspiracy theories, conspiracy thinking, and the cognitive biases that make rational people believe irrational things. Each episode is under ten minutes, making them ideal for classroom use, while the full 'Meet the Makers' conversation provides deeper context. For a course that builds from news literacy (Unit 1) through misinformation (Unit 5) to the capstone on truth and belief (Units 11-13), this series provides a through-line that connects cognitive science to real-world information disorder.

Covers 3 units in this course

All Units

1
2-3 weeks
What Is News? The Information Ecosystem
Explore what journalism is, why it matters, and how the information landscape has transformed in the digital age.
  • •Distinguish between news, opinion, entertainment, and sponsored content
  • •Understand the historical role of journalism in democratic society
  • •Identify the components of the modern information ecosystem
  • +1 more objectives
Start learning
2
2-3 weeks
The Anatomy of a News Story
Dissect how news stories are constructed and learn to read between the lines.
  • •Identify the structural elements of news reporting
  • •Understand the difference between reporting and editorializing
  • •Analyze how headlines, leads, and structure shape perception
  • +1 more objectives
Start learning
3
2-3 weeks
Journalism Ethics and Standards
Examine the ethical foundations of journalism and what happens when they break down.
  • •Understand the core principles of journalism ethics
  • •Analyze ethical dilemmas journalists face
  • •Evaluate when standards are violated and consequences
  • +1 more objectives
Start learning
4
2-3 weeks
Bias, Framing, and Perspective
Learn to identify bias in news coverage and understand how framing shapes our perception of events.
  • •Distinguish between bias and perspective
  • •Identify types of media bias (selection, placement, omission, framing)
  • •Analyze how framing shapes understanding of issues
  • +1 more objectives
Start learning
5
2-3 weeks
Misinformation, Disinformation, and Propaganda
Understand the mechanics of false information and learn to protect yourself and others.
  • •Distinguish between misinformation, disinformation, and malinformation
  • •Identify common propaganda techniques
  • •Understand how false information spreads
  • +1 more objectives
Start learning
6
2-3 weeks
Digital Media and Social Platforms
Examine how social platforms have transformed news distribution and what that means for democracy.
  • •Understand how social media platforms shape news distribution
  • •Analyze the business model of attention-based platforms
  • •Evaluate the algorithmic curation of information
  • +1 more objectives
Start learning
7
2-3 weeks
The Business of News
Follow the money to understand how economic forces shape the news you see.
  • •Understand the economic models of journalism
  • •Analyze how ownership affects coverage
  • •Evaluate the tension between business pressures and editorial independence
  • +1 more objectives
Start learning
8
2-3 weeks
Evaluating Sources and Information
Develop practical skills for evaluating information in an age of abundant content.
  • •Apply systematic methods for source evaluation
  • •Distinguish between credible and unreliable sources
  • •Use lateral reading and verification techniques
  • +1 more objectives
Start learning
9
2-3 weeks
International Press and Press Freedom
Explore how journalism works—and doesn't—around the world.
  • •Compare press freedom across different political systems
  • •Understand threats to journalists worldwide
  • •Analyze how different media systems serve different functions
  • +1 more objectives
Start learning
10
2-3 weeks
Media Literacy in Action
Put everything together and develop lifelong media literacy habits.
  • •Synthesize course concepts into personal media practice
  • •Develop a sustainable information diet
  • •Create and evaluate original journalism
  • +1 more objectives
Start learning
11
2-3 weeks
The History of Truth: From God to Google
We assume truth is solid, like a rock. But history shows that truth is liquid—it takes the shape of the container it is held in. When the container changes from a scroll to a screen, the truth changes with it.
  • •Trace the evolution of truth-making from religious authority to scientific consensus to algorithmic curation
  • •Understand how changes in media technology restructure the 'architecture of belief'
  • •Analyze historical case studies of viral misinformation across different technological eras
  • +6 more objectives
Start learning
12
2-3 weeks
When Truth Breaks Down: Flat Earth, Vaccine Hesitancy, and the Logic of Disbelief
Part 2 of the Capstone Trilogy. Now that we understand how truth is constructed, we examine what happens when those systems break down. Why do some people believe the Earth is flat? Why did millions resist COVID-19 vaccines? The answers reveal uncomfortable truths about institutions, trust, and the limits of rational persuasion.
  • •Analyze the epistemological foundations of the Flat Earth movement as a case study in alternative truth-making
  • •Understand the complex roots of COVID-19 vaccine hesitancy, including historical trauma, structural racism, and misinformation
  • •Identify logical fallacies commonly used in health and science misinformation
  • +2 more objectives
Start learning
13
2-3 weeks
Rebuilding Trust: Citizenship in the Information Age
Part 3 of the Capstone Trilogy. We've learned how truth is constructed and how it breaks down. Now we ask: What can be done? This final unit synthesizes everything you've learned into a framework for responsible information citizenship. Trust can be rebuilt—but only if we understand what broke it.
  • •Synthesize the epistemological frameworks from Units 11-12 with the practical skills from Units 1-10
  • •Analyze successful case studies of trust restoration in journalism, science, and public health
  • •Develop a personal framework for responsible information citizenship
  • +2 more objectives
Start learning

An open educational resource. Developing critical media literacy for the digital age.