Digital Past Blog

  • Using ChatGPT I created a follow-up episode to the “Freed, Now What?” episode I wrote discussing the Reconstruction era of the 19th century. Visually the episode created looked more like the format for a script should be written. It had notes for music fading in, introduces the host of the podcast, references the original podcast, and introduces what topics this episode will share. Once I read the script, I noticed it just reformatted the information I fed Chat GPT to create a more engaging and dynamic script. 

     I had intended to add sound effects to my audio, but seeing how that was my first time creating a podcast, I was overwhelmed by all aspects involved in that creation. Comparing my script with the AI version, I immediately saw that I wrote mine as an essay not necessarily as a dialogue or storytelling. I had wanted to add sound effects to create an atmosphere, like the sound of a train pulling up to a station, or a mob yelling, or someone orating a speech. Even though I played with the tutorial provided for the class in practice of completing the assignment, I could not figure out how to import the free sounds I had found. Even still when I looked over the AI script, I realized I did not even think about music to fade in and out to bookend the episode.  

    With this said, I think in the future I would use AI to help me format a script if needed. I found the information in the AI script was accurate, but that was because I gave ChatGPT plenty of information to create content. Which also tells me that there could be a wrong way and a right way to create content with AI. There were no citations used in the AI script, but they did use the primary sources I had shared of actual people who wrote letters, gave speeches, or held positions that I had put in my script. I could see that if I had not done enough research to draft a 1000-word essay, that the script generated would have been inaccurate or not as complete. 

    I think the role AI has in my lifetime could be used as a tool to assist in the needs or someone’s goals. I have not taken a class or spent a ton of time writing scripts for anything, let alone a podcast. I now do not know why I would take a script writing class when I have access to software that could do that for me. This sounds like a “work smarter, not harder” example in life. In a way one might be able to complete more in a lifetime if they had access to personal assistants in this way. Obviously, one would be responsible for checking content and editing AI generated content, just as one might have to proofread a ghost writer or any other human assistance they would be collaborating with. I am not endorsing AI completely, but in this instance, this feels like a win in the ‘Pro” category, not the ‘Con’ in my proverbial Pro vs. Con list.  

    I even asked ChatGPT to compare my script with the script it created and discovered another way that would be useful to use AI. Who wouldn’t want feedback on how their writing was? AI informed me that my script was an explanatory overview of Reconstruction Era, saying my tone was analytical and informative. The AI comparison then states that the script it created dove into the unraveling of Reconstruction and asked for the ‘Why,’ saying the tone was more narrative and reflective.  

    I have included the AI generated second episode as well as the AI generated comparison, I found them both to be interesting and by including I am providing the reader context to what I have written.  

    AI podcast episode 

    Podcast Title: Freed, Now What? 
    Episode 2: Reconstruction Unraveled: Resistance, Retrenchment, and the Ghosts of Progress 

    [Opening Music Fades In] 

    HOST: 
    Welcome back to Freed, Now What? — the podcast where we examine how America tried, failed, and sometimes succeeded in remaking itself after the Civil War. 
    I’m your host, and today we continue the conversation we began in Episode One, where we introduced the Reconstruction Era and the fragile hopes born in the aftermath of emancipation. 

    In this episode, we ask a harder question: 
    What happened when the promise of Reconstruction ran headfirst into the reality of resistance? 

    Segment 1: The Fragile Promise 

    HOST: 
    By 1866, a year after the Confederacy surrendered, the promise of freedom had already begun to fray. 
    The new amendments — the 13th, 14th, and 15th — looked powerful on paper. 
    Abolition. Citizenship. Voting rights. 

    But amendments don’t enforce themselves. 
    And as many newly freed people quickly learned, laws that were not protected could be easily ignored, twisted, or weaponized. 

    Southern legislatures passed Black Codes to restrict labor, movement, and opportunity. 
    Local courts criminalized everyday actions. 
    And in a cruel loophole baked right into the 13th Amendment — prison labor became a new engine of exploitation. 
    Freedom existed, but it had conditions 

    Segment 2: The Fight to Build a New World 

    HOST: 
    In Washington, the Freedmen’s Bureau was tasked with supporting the transition from slavery to freedom. 
    Led by General Oliver O. Howard, the Bureau provided food, shelter, legal assistance, and — most importantly — education. 

    But understaffed and underfunded, the Bureau quickly found itself overwhelmed. 

    We can hear this in the letters of the time — like one sent by William F. Mitchell in 1865, describing shortages of food, fuel, clothing, and the constant threat of violence. 
    Freed people were asking not for special treatment, but for the bare necessities they had been promised. 

    Congressional voices like Ignatius Donnelly pushed for expanded education, arguing that the nation owed freedpeople more than freedom — it owed them tools to survive it. 

    Yet the Bureau’s success was constantly undermined by white resistance, violent intimidation, legal obstruction, and political hesitancy. 
    Its mission was huge. Its lifespan was short. 

    Segment 3: The West Was “Open” — But to Whom? 

    HOST: 
    While the South struggled through its uneasy transformation, the West was undergoing a transformation of its own. 

    Railroads — four major transcontinental lines — pushed deep into Native homelands. 
    White settlers flooded across new routes with government encouragement. 
    And Native nations paid the price. 

    For them, Reconstruction never offered a promise of new rights — only the threat of displacement. 
    Jesuit boarding schools imposed Christianity and English on Native children, severing cultural ties in the name of assimilation. 
    Land was confiscated or made unlivable. 
    And the United States pursued a monocultural vision that erased the traditions of those who had lived in the West for centuries. 

    While formerly enslaved people in the South sought inclusion, many Native people sought separation — a separation that U.S. policy made increasingly impossible. 

    Segment 4: The Rise of Violence and the Struggle for Power 

    HOST: 
    As Reconstruction pushed forward, white conservative resistance grew more organized and more violent. 

    Enter the Ku Klux Klan, founded in 1866. 
    Enter mobs, lynch mobs, night riders. 
    Enter local newspapers painting Black politicians as inherently corrupt. 
    Enter sexual terror used deliberately to maintain white supremacy. 

    Historians estimate that over 50,000 African Americans were murdered between 1865 and 1877, with at least one-third of those killings politically motivated. 

    Violence wasn’t random. 
    It was policy by other means — a tool to throttle Black political power as soon as it emerged. 

    Black legislators, voters, and leaders showed extraordinary bravery. 
    But they faced a system determined to stop them. 

    Segment 5: Who Was Rebuilding the South? 

    HOST: 
    Reconstruction wasn’t a monolith. 
    It was a collision of competing visions, represented by three key groups: 

    • Carpetbaggers — white Northerners who moved South, some idealistic, others opportunistic 
    • Scalawags — white Southerners who supported Reconstruction 
    • Black Americans — newly enfranchised and eager to participate in political life 

    But political alliances were fragile. 
    Economic priorities differed. 
    And white Southerners often rejected any leaders who supported federal intervention or racial equality. 

    A newspaper piece titled “What Schurz Did” criticized a lack of Southern loyalty and called for continued national control. 
    But Northern appetite for intervention was fading fast. 

    The momentum of Reconstruction was slowing. 

    Segment 6: The Collapse of Reconstruction 

    HOST: 
    The final blow came in 1877 with a political deal now infamous: the Compromise of 1877
    In exchange for settling a disputed presidential election, Republicans agreed to withdraw federal troops from the South. 

    Without federal protection, everything fell apart: 

    • Black voting rights collapsed. 
    • Jim Crow laws took root. 
    • Segregation hardened. 
    • Racial terrorism surged. 

    The nation had a choice: protect democracy for all, or maintain racial hierarchy for the sake of “peace.” 

    It chose the latter. 

    Closing Segment: The Afterlives of Reconstruction 

    HOST: 
    Reconstruction didn’t fail because its goals were impossible. 
    It failed because powerful forces undermined them — legally, politically, and violently. 

    And yet, Reconstruction left seeds. 
    Schools. Churches. Mutual aid networks. 
    The first generation of Black elected officials. 
    A blueprint for future civil rights movements. 

    In Episode Three, we’ll follow those seeds — and ask: 
    How did African American communities carry freedom forward after Reconstruction collapsed? 
    And how did the country try, once again, to rebuild during what some called a “New Reconstruction” in the 20th century? 

    Until then, I’m your host. 
    Thanks for listening to Freed, Now What? 
    Stay curious — and stay critical. 

    [Music Fades Out] 

    Below is the comparison from ChatGPT.  

    Yes — here is a clear, academic-style comparison between your original episode and the second episode I created, written so it could work as a reflection, rationale, or companion analysis for a class assignment. 

    Your original episode of Freed, Now What? functions primarily as a foundational, explanatory overview of the Reconstruction Era. It is structured around historical facts, policies, and institutions, with a strong emphasis on defining the period, outlining its goals, and explaining key developments such as the Reconstruction Amendments, the Freedmen’s Bureau, westward expansion, and the Compromise of 1877. The tone is analytical and informative, resembling a survey narrative. The episode prioritizes breadth over narrative pacing, moving chronologically and thematically to establish the political, social, and economic framework of Reconstruction. Its strength lies in clearly situating the listener within the era and demonstrating how Reconstruction was shaped by federal policy failures, racial violence, and conflicting visions of citizenship. 

    The second episode builds directly on this foundation but shifts in purpose, tone, and structure. Rather than introducing Reconstruction, it interrogates its unraveling. While your original episode explains what Reconstruction was and what policies existed, the second episode asks why those policies failed and how resistance operated. The tone becomes more narrative and reflective, emphasizing lived experience, conflict, and consequence rather than institutional description alone. The episode uses segmentation and rhetorical questions to guide listeners through the emotional and political stakes of Reconstruction, transforming the subject from a historical overview into a story of contested power. 

    Structurally, the second episode is more explicitly designed for audio storytelling. It uses shorter sections, transitional questions, and thematic framing to maintain listener engagement. Whereas your episode presents information in a largely continuous exposition, the follow-up episode deliberately slows down to focus on specific dynamics—such as racial terror, Native displacement, and the erosion of federal enforcement—and connects them to broader patterns of democratic retreat. This makes the second episode less encyclopedic but more interpretive, encouraging listeners to reflect on Reconstruction as an unfinished project rather than a closed historical chapter. 

    Thematically, both episodes address similar content—freedom, federal responsibility, violence, and inequality—but they do so from different angles. Your episode foregrounds policy intentions and institutional mechanisms, such as constitutional amendments and the Freedmen’s Bureau, while the second episode foregrounds resistance, backlash, and human cost, including voter intimidation, lynching, and cultural erasure. In this way, the second episode complements rather than repeats the first: it assumes the listener understands the basic structure of Reconstruction and then deepens that understanding by showing how power was contested on the ground. 

    Together, the two episodes function as a cohesive pair. Your original episode establishes Reconstruction as a moment of possibility shaped by federal ambition, while the second episode reveals how that possibility was systematically undermined. The comparison highlights a progression from explanation to interpretation, mirroring how historians move from describing historical events to analyzing their consequences and legacies. 

    1. AI (Artificial Intelligence) refers to the ability of machines and computers to perform tasks that would normally require human intelligence. These tasks include things like recognizing patterns and making predictions. AI can automate repetitive tasks, improve decision-making processes, and enhance the accuracy and speed of data analysis.  
    1. Algorithm a set of rules or instructions that tell a machine what to do with the data input into the system. A process or set of rules to be followed in calculations or other problem-solving operations, especially by a computer. A data-tracking system in which an individual’s internet search history and browsing habits are used to present them with similar or related material on social media or other platforms. Algorithms offer clarity, efficiency, and reusability, forming the foundation for computer programs and automating complex processes in fields from data science to drug discovery.  
    1. API (Application Programming Interface) is a set of functions and procedures allowing the creation f applications that access the features or data of an operating system, application, or other service. Four types of APIs exist: public, partner, internal, and composite. In addition, three different types of API protocols determine API operation and data sharing.  
    1. Batch Processing is a method of running a series of data jobs or operations in a group or “batch”, often scheduled for specific times like overnight or on a monthly cycle. Batch processing is the running of a software job in an automated and unattended way. A user schedules a job to run and then waits for a processing system to run it. Typically, a job is scheduled to run at a configured time of day or when an event occurs or when computer resources are available.  
    1. Cloud Computing is the on-demand delivery of IT resources for servers, storage, and software over the internet, allowing users to pay only for what they use instead of owning and managing physical infrastructure. It offers benefits such as flexible resources, cost savings, and faster innovation, and is accessible through various service models. A paradigm for enabling network access to a scalable and elastic pool of sharable physical or virtual resources with self-service provisioning and administration on demand. It is commonly referred to as “the cloud.” 
    1. Database is an organized, electronic collection of related data, managed by a Database Management System (DBMS), allowing efficient storage, retrieval, modification, and analysis, forming the backbone for everything from simple lists (phone books) to complex applications (e-commerce, AI). Database structure data in various ways, like relational tables (rows/columns) or non-relational formats, using tools like SQL for interaction, ensuring data integrity and accessibility for users and applications. Common types of Databases:  
    • Relational Databases (SQL) organize data into structured data like financial records and customer info.  
    • Non-relational Databases (NoSQL) flexible, for unstructured data (documents, graphs, key-value pairs) 
    • Vector Databases store data as vectors, crucial for AI/machine learning 
    • Cloud Databases hosted on cloud platforms for sociability and accessibility 
    1. DNS (Domain Name System) translates human-friendly domain names into computer-friendly IP addresses, acting as an internet phonebook. These servers are crucial for navigation, allowing devices to connect to the correct destinations online by resolving IP addresses. Key types include recursive resolvers, root name servers, top-level domain (TLD) servers, and authoritative name servers, each performing a specific role in this resolution process.  
    1. Firewall is a part of a computer system network which is designed to block unauthorized access while permitting outward communication. A firewall is a network security system, either hardware or software, that acts as a barrier between a trusted internal network and untrusted external networks (like the internet), monitoring and controlling incoming/outgoing traffic based on predefined security rules to bloc threats, unauthorized access and malicious data, much like a physical fire door stops fire from spreading.  
    1. Hyperlink is a clickable text or an image that connects to another location, like a different webpage, file, or a specific part of the same document, forming the basis of web navigation and allowing users to jump between related context instantly. Hyperlinks use visual cues like underlining or color changes and a pointer-hand cursor to signal their clickable offering quick access to more information and improving user experience.  
    1. ISP (Internet Service Provider) is a company that gives individuals and organizations access to the internet, acting as the crucial link between your devices and the vast global networks for a fee, using technologies like cable, fiber, DSL, or satellite, and often offering extra services like email, web hosting, and domain registration. Without an ISP, you can’t get online; they manage the infrastructure (cables, networks) that carries your data, whether you’re streaming, gaming, or working.  
    1.  Machine Learning is a type of artificial intelligence that uses algorithms which allow machines to learn and adapt from evidence (often historical data), without being explicitly programmed to learn that particular thing.  
    1. Open Source refers to software (or hardware/content) with publicly accessible source code, allowing anyone to view, modify, and distribute it, fostering collaborative development, transparency, and innovation, with example like Linux, Firefox, and GIMP, fundamentally built on shared access and community improvements. It contrasts with proprietary models by offering freedom and control. Though licenses define usage terms, unlike truly public domain works, making it a foundation for much of the modern internet.  
    1. Plug ins for the internet are small software add-ons that enhance web browsers, letting them handle content like PDFs (Adobe Reader), video (Flash, Silverlight, Java), or adding features like ad-blocking, through browser extensions are now more common for browser-specific tasks.  
    1. Software is a set of instructions, data, or programs that tell a computer how to operate and perform specific tasks. It is intangible and exists as code, with two main types: system software, which manages the computer’s internal functions (like the operating system), and application software, which allows users to perform specific tasks (like word processing or browsing the web. 
    1. VPN (Virtual Private Network) creates a secure, encrypted “tunnel” for your internet traffic, hiding your IP address and online activity from snoopers like hackers, ISP’s, or governments, while also allowing secure remote access to private networks (like work) by routing your data through a remote server, enhancing privacy, security, and anonymity online. A VPN is an overlay network that uses network visualization to extend a private network across a public network, such as the internet, via the use of encryption and tunneling protocols.  

  • Hi! My name is Cassandra Bowen and I am an Art History major at George Mason University. This is my first ever website/blog. This site has been created for use in my Digital Past class to showcase the modules learned this semester.

  • The website http://digitalharlem.org/ is a research tool created for exploring the everyday lives of ordinary African Americans who lived in the Harlem neighborhood in New York City during 1915-1930. This site does not offer interpretations of the information presented, the creators have included links to sources published by the scholars involved in this project. As seen here below in the insert.

    1

    The main technological tool used on this site is an interactive map of Harlem during this era.

    2

    By using the legend and toggling over the map, you are able to see the size of the neighborhood as it evolved during this time, you can see location of churches and crime that took occurred, as well as nightlife and sports.

    3

    Above the map, there are tabs that you can help you explore more information that the scholars have chosen to present. One such tab allows you to access a searchable timeline that displays when events happened or a person’s residence. There are also clickable iconography that opens up new windows with specific information on each topic.

    4

    The information on the site was sourced from legal records, newspapers, and other archival and published sources. The Municipal Archives of New York City gave access to the District Attorney’s Closed Case Files, as well as Probation Department Case Files. Access to newspapers through the New York Public Library system were used also. There were two major black newspapers published in Harlem during the 1920’s that were used as well, The New York Age and The new York Amsterdam News.

    Four historians from the Department of History at the University of Sydney, in Australia: Shane White, Stephen Garton, Graham White, and Stephen Robertson were the scholars who created and founded the “Digital Harlem” website. The research database the scholars used to compile the site is called the Heurist Knowledge Management System, which was created by Dr. Ian Johnson and Artem Osmakov. Dr. Ian Johnson is from the University of Sydney faculty of Arts and Social Sciences

    Robertson, Stephen, 2021. “Digital Harlem Blog.” accessed on Sept. 14, 2025. https://drstephenrobertson.com/digitalharlemblog/ ↩︎
    .5

    They have included a link to the Digital Harlem blog that shares news and analysis for the website “Digital Harlem: Everyday Life, 1915-1930.

    6

    1. Robertson, Stephen, 2017. “Publications.” Digital Harlem: Everyday Life 1915-1930. Sept. 14, 2025, http://digitalharlem.org/
      ↩︎
    2. Robertson, Stephen, 2017. “Map.” Digital Harlem: Everyday Life 1915-1930. Sept. 14, 2025, http://digitalharlem.org/ ↩︎
    3. Robertson, Stephen, 2017. “Legend.” Digital Harlem: Everyday Life 1915-1930. Sept. 14, 2025, http://digitalharlem.org/ ↩︎
    4. Robertson, Stephen, 2017. “Timeline.” Digital Harlem: Everyday Life 1915-1930. Sept. 14, 2025, http://digitalharlem.org/ ↩︎
    5. Robertson, Stephen, 2021. “Researchers.” Digital Harlem Blog. Sept. 14, 2025. https://drstephenrobertson.com/digitalharlemblog/ ↩︎
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    6. Robertson, Stephen, 2021. “Researchers.” Digital Harlem Blog. Sept. 14, 2025. https://drstephenrobertson.com/digitalharlemblog/ ↩︎