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November 2026 results: WriteHuman first, Phrasly climbs to fifth. Read the analysis →
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Lit Review · gpt-6-sol

Academic Essay · written by gpt-6-sol · 390 words · prompt lit_review

3
passed at least 5 detectors
15
failed at least one detector
16
tools tested on this prompt
Originality.ai
hardest detector, caught 15 of 16

Input passage

Generated by gpt-6-sol; this exact text was pasted into every humanizer below.

Long-form podcasts have moved from the margins of digital audio into the routines through which many people encounter and interpret news. Unlike brief bulletins or headline-driven updates, these programmes often devote an hour or more to a single event, issue, or interview. Their growth raises a question for journalism research: what changes when audiences rely on extended, on-demand conversations not merely to supplement the news, but to understand it in the first place? This literature review examines the rise of long-form podcasts as a primary news source, with attention to the relationship between platform distribution, audience trust, and journalistic practice. Research on digital news consumption provides a starting point. Mobile devices and streaming platforms have made audio available throughout the day, while subscription and recommendation systems help listeners incorporate particular hosts into established routines. Scholarship on podcasts also emphasises intimacy: voices heard through headphones can create a sense of familiarity and connection that differs from the experience of reading an article or watching a broadcast. For news podcasts, this relationship may make difficult subjects more accessible. It may also encourage listeners to place considerable trust in a host’s interpretation of events. The long-form format offers possibilities that conventional news cycles often constrain. Extended interviews, narrative reporting, and explanatory discussion can provide context, acknowledge uncertainty, and expose audiences to competing perspectives. Yet length alone does not guarantee depth or accuracy. Conversational delivery can blur distinctions between evidence, analysis, and opinion; editorial standards vary across independent and institutionally produced shows; and platform incentives may reward provocative guests or claims. These tensions make it important to consider not only why people listen, but how podcasts establish authority and verify what they present. Existing research has explored podcasting as a medium, the appeal of news audio, and changing patterns of trust in journalism. Less settled is how long-form podcasts function when they become a listener’s main route to news rather than one source among many. This review brings those strands together to assess what is known about audience motivations, credibility, and the format’s potential contribution to public understanding. It also considers whose voices gain prominence through podcast distribution and whose remain less audible. Framing long-form podcasts as part of a broader news ecosystem, rather than as a replacement for traditional journalism, allows for a more precise assessment of both their value and their limitations.

How to read these scores

Each detector returns a human-likelihood on a common 0 to 1 scale, where 1 means it judged the text human-written and 0 means it flagged it as AI. On these pages a verdict counts as passed when that score is at least 0.50, the midpoint of the detector's own scale. That threshold exists only to draw the chips: the bypass rate on the leaderboard is the mean of each test's scores from the 6 detectors, a continuous number, so a tool's pass count and its bypass rate will not be the same figure.

Meaning is the input↔output embedding cosine and readability is a language-model writing-quality rating, both published per test in tests.json. Words is the output's length as a multiple of the input's; the scoring code penalizes ratios above 1.40 or below 0.60. Full definitions live in the methodology.

Humanized outputs

Ordered by how many detectors each rewrite passed; ties fall back to this cycle's rank. Each block shows what the tool returned and how the 6 detectors scored it.

StealthGPT

Rank #2 this cycle · run took 0:47

6/6 detectors passed
  • GPTZero1.00passed
  • Pangram1.00passed
  • Winston AI1.00passed
  • ZeroGPT0.75passed
  • Copyleaks1.00passed
  • Originality.ai0.93passed
Mean
0.95
Meaning
88.8
Readability
80.0
Words
0.76× 390 → 297
Show output (297 words)

Podcasts are commonly consumed through streaming platforms and mobile devices, anytime throughout the day. Recommendation algorithms and subscription options make it easier for podcasters to cultivate loyal audiences and listeners to integrate their favourite shows into their daily media consumption routines. Listeners describe podcasts as providing a sense of intimacy and closeness, particularly when listening via headphones, and the medium offers a range of possibilities for podcasters, from long-form in-depth interviews and discussions, to storytelling and narrative journalism. Podcasts have the potential to offer a different listening experience compared to consuming news via traditional media formats, with news podcast listeners potentially more receptive to challenging content and receptive to trusting the podcasters with their interpretation of events. However, not all podcasts follow the same ethical and journalistic standards, and the conversational style of some podcasts can muddle the line between opinion and analysis and between speculation and verified reporting. Algorithmic logics may further promote sensational and provocative statements made by guests on podcasts. This literature review explores the growth of long-form podcasts, specifically programmes of one hour or more focusing on one particular event or theme, interview or discussion, as a news source, and the implications of their rise for news consumption, trust in journalism, and journalistic practice. Although a growing body of research has examined podcasts as a medium, news podcasts in particular, and trust in and use of news more generally, less attention has been paid to podcasts as a key or even primary source of news. Examining long-form podcasts as part of a wider media and news ecosystem, and not as a separate or alternative phenomenon to journalism, is therefore key to understanding their potential to strengthen (or weaken) people’s understanding of current events, and to analyse who speaks (and who doesn’t) in podcasting.

WriteHuman

Rank #1 this cycle · run took 0:15

5/6 detectors passed
  • GPTZero1.00passed
  • Pangram1.00passed
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.09caught
Mean
0.85
Meaning
91.9
Readability
58.0
Words
0.97× 390 → 379
Show output (379 words)

More people are using podcasts to glean information about the news. Because many producer-hosts have a limited time constraint, episodes are often long, covering a single topic. The longer formats have raised a research question about journalism: What happens to news and information when the public relies on extensive, self-operated interviews and reports to tell them the news? This study examines the growing reliance on long-format podcasts to provide news and the effect this trend has on the news and information industry, focusing on the relationship between the app or site on which the podcasts are published, listener trust, and journalistic standards. There are other research areas related to digital journalism and news consumption that touch on listener trust and relationship-building. People can easily consume news and information via mobile devices and electronic apps. The use of recommendation algorithms and a subscription model gives people the ability to easily customize their news consumption. While there are many news podcasts, a host may build a relationship with a listener to the extent that the listener loses the ability to critically evaluate information and relies on the host to do so. Long-form podcasts allow journalists to report and speak in a style that is often impossible in the confines of traditional news. Long-form podcasts enable the expression of uncertainty and the inclusion of different views. However, the lack of constraint in podcasts does not assure that the podcast will be factually correct. Often, there are no clear dividing lines between different types of information. There are also variations in the standards of editorial controls in different podcasts. Because podcasts are relatively new, there is much potential for producing programs that explain and inform. The purpose of this literature review is to identify research that explores the long-form podcast as a vehicle that transports news to a mass audience. This review will define the motivations that drive the audiences’ trust and assess the potential of long-form podcasts to inform and engage. Moreover, this review will address the status quo of long-form podcasts. Long-form podcasts are often the major source of news for audiences. It is essential that long-form podcasts be placed within the news ecosystem. Placing long-form podcasts within the ecosystem will better illuminate the opportunities and the constraints of the formats.

Rephrasy

Rank #16 this cycle · run took 1:12

5/6 detectors passed
  • GPTZero1.00passed
  • Pangram1.00passed
  • Winston AI1.00passed
  • ZeroGPT0.76passed
  • Copyleaks1.00passed
  • Originality.ai0.35caught
Mean
0.85
Meaning
89.9
Readability
78.0
Words
0.96× 390 → 373
Show output (373 words)

Podcasts have shifted people’s media consumption practices and, as such, understanding podcast use has become an active area of interest. To date, there has been little literature investigating the consumption of long-form podcast as primary sources of news consumption, as opposed to news supplements. This review summarizes the study of this usage, as well as gaps in current literature and potential research opportunities. It also includes examples of how podcast usage as primary news sources relate to relational antecedents, gratifications achieved through consumption and media effects. Specifically, it considers how trust, users’ value of authenticity and information seeking motivations may serve as antecedents to using long-form podcasts as a primary news source. Mobile devices have fundamentally changed the way people consume content. Recommendation systems play an important role here by guiding users toward digital content they may wish to explore, including podcasts. Scholarship emphasises intimacy and trust as key qualities of the audio medium, arguing that podcasts are especially well suited to creating and maintaining intimate relationships between hosts and listeners. This closeness may arise from audiences' personal or habitual listening preferences. Difficult subjects can be easier to deal with in a podcast than in written text or as part of a group. The long-form format provides an opportunity to discuss a given topic or issue in greater depth than in shorter news reports. Yet length alone does not make a programme a good source of news. The content must be accurate, unbiased and, ideally, allow for challenges and different viewpoints to be aired. Conversational delivery and familiar, non-expert narrators may make content more accessible and memorable. However, comfort and conviction in a presenter’s storytelling do not ensure the accuracy of their narration, or trust in their ability to identify what is reliable and what is not. Less common is research exploring the listener’s explicit goals and motivations for listening. When these goals are teased out, they reflect an important aspect of trust in that listeners often report listening to podcast content in order to increase their understanding and knowledge of a particular topic or theme. Yet long-form podcasts are a relatively recent innovation; as such, there remains a dearth of specific research on how they can contribute to audiences’ knowledge and understanding.

Clever AI Humanizer

Rank #3 this cycle · run took 0:26

4/6 detectors passed
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.83passed
  • Copyleaks1.00passed
  • Originality.ai0.14caught
Mean
0.66
Meaning
91.7
Readability
68.0
Words
0.99× 390 → 385
Show output (385 words)

Long form podcasts are now becoming a common method for people to consume news. Unlike short news bulletins, these podcasts often last an hour or longer and often focus on one event, topic or interview. This has raised questions about the impact of long form podcast usage on journalism. This literature review will look at how long form podcasts are being used as a main source for news consumption and how credibility is affected. Studies have shown that the increased mobility of mobile phones and streaming services has meant that audio can be consumed at any point during the day. Subscription models and recommendations help to entrench certain podcast hosts into everyday listening habits. Studies looking at podcast consumption have also found them to be an intimate medium due to the personal feeling you get from hearing someone’s voice through your headphones. News podcasts can help make complex topics easier to understand. As there is a close relationship between the host and listener, people are likely to believe heavily in the hosts take on events. Long form podcasts give listeners the opportunity to gain context about an event, recognise uncertainty and understand alternative points of view. Through detailed interviews, storytelling and explanation. However, just because a podcast is long does not mean it is in-depth or accurate. The conversational style can make it difficult to know if information given is factual, analysis or opinion. Independent and institutional podcasts can vary greatly in terms of their editing standards. Due to the nature of the platform, podcasts may want to have controversial guests or statements. It is therefore important to understand what makes people want to listen to podcasts and how credibility is achieved. There is existing research on podcasting as a medium, why people like consuming news through audio and changing credibility in journalism. However, there is less clarity on how long form podcasts work when they are used as the main source for news consumption. This review will combine these areas to understand what we know about audience motivations, credibility and the potential benefits long form podcasts can offer for public understanding. The review will also consider who is highlighted through podcasting. By seeing long form podcasts as part of a wider news ecosystem we can better understand the value and limitations of the podcasts.

Humanize AI Pro

Rank #4 this cycle · run took 0:19

4/6 detectors passed
  • GPTZero0.62passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.93passed
  • Copyleaks1.00passed
  • Originality.ai0.05caught
Mean
0.60
Meaning
92.0
Readability
58.0
Words
1.06× 390 → 414
Show output (414 words)

Long-form podcasts have shifted from niche sources of digital audio content to being integral components of the ways in which individuals engage with and make sense of news media. Not only do such episodes typically take an hour or more to deal with the same piece of information or a particular story or issue, but they are now becoming increasingly common in relation to journalism. In this regard, the issue that needs to be researched relates to the changes caused by relying on long-form podcasts in order to not merely get additional information about the news but comprehend it instead. Therefore, this literature review will analyze the issues of growing importance of long-form podcasts as the principal source of news along with the problem of platform, trust, and journalistic practices. There is plenty of literature on the issue of consuming news with the use of mobile technology and through online platforms. As for the former, the use of smartphones allows listening to audio at any moment of the day. Moreover, through recommendations and subscription services, consumers have opportunities to integrate particular voices into their routines. When it comes to podcasts, the scholarship also points out the importance of intimacy as well, as it refers to being able to hear the voice of a host through the device close to listeners' ears, thus creating connections different from reading and viewing. It may serve to make some topics easier to digest and also promote trust in the host's interpretation. In this regard, long-form podcasts give an opportunity to provide in-depth information, give context to stories, admit uncertainties, introduce competing narratives and perspectives. However, simply being lengthy does not necessarily mean offering anything valuable to its listeners or providing information accurately and objectively. In addition, the conversational style could confuse evidence, opinion, and analysis, there may be various levels of editorial practices depending on where the podcast was made, and platform requirements may favor provocative narratives. The existing studies have been devoted to the topic of podcasting as an innovative medium, the benefits of consuming audio news, and shifts in the dynamics of trusting journalists. What remains relatively unexplored is what happens when long-form podcasts become the only source of news for people rather than one of the sources. This review attempts to combine all the relevant pieces of the puzzle to assess the current state of knowledge of the motives and credibility of podcast listening and the potential of the medium in terms of public discourse.

Phrasly

Rank #5 this cycle · run took 0:25

4/6 detectors passed
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.88passed
  • Copyleaks1.00passed
  • Originality.ai0.14caught
Mean
0.67
Meaning
88.2
Readability
46.0
Words
0.92× 390 → 359
Show output (359 words)

Podcasts have gained popularity over the past years as a form of media consumption. Long-form podcasts specifically have embedded themselves into peoples daily consumption of news. As these episodes can last upwards of an hour they often focus on one news story, topic or guest. With podcasts becoming longer and more mainstream there is something we can start to ask in Journalism Studies. What happens when these longer episodes are used as someone's main source of news? This literature review will explore the rise of podcasts as a news source and its ties to platforms and trust. As technology continues to advance news has been consumed on different devices. From phones to streaming services news can be consumed at any time. Some scholars have found that listeners of podcasts feel closer to the person speaking. By allowing users to listen to podcasts they feel comfortable hearing a person talk to them. This is especially true for podcasts that cover news stories. People are able to hear about topics that may not be comfortable to read or see on other forms of media. Listeners can grow to trust their favorite podcasters. Podcasts allow for more in-depth discussions than most news outlets allow for. Interviews can go into further detail and discuss stories from all angles. The length of a podcast can allow users to learn about different points of view. However just because a podcast is longer doesn't mean it will always have credible information. Some podcasts will include facts and some may not. They can have biased conversations and even guests that spread false claims. We need to learn more about why users continue to use podcasts and where they get their credibility from. Scholars have learned about the concept of podcasts and why people enjoy listening to news podcasts. Not much has been studied on how people view these longer form podcasts as a source of news. This paper will help explain why people listen to podcasts and if they believe what is being said is truthful. By looking at podcasts as part of a news media landscape we can better understand how podcasts benefit the average user.

Undetectable.ai

Rank #6 this cycle · run took 0:14

4/6 detectors passed
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.10caught
Mean
0.68
Meaning
94.2
Readability
62.0
Words
1.23× 390 → 479
Show output (479 words)

Podcasts are rapidly becoming a medium of choice for many people’s news consumption, particularly in the form of long-form programs that run for an hour or more. These programs are finding their way into listeners’ daily routines as their primary source of news coverage of a particular event, story or in-depth interview. Journalism studies researchers are increasingly interested in understanding the implications for news consumption and the ways in which listeners are increasingly turning to such programs as their primary means of news. This literature review sets out to chart the growth of long-form news podcasts as a new platform for news distribution and to analyze in particular the relationships between platform, trust and journalism. Research into how people consume news in the digital era forms a good starting point for this literature review. Even though audio can be played at any time on mobile devices and there are now plenty of platforms, streaming services and of course apps, where podcasts can be found, audio news is still largely consumed in larger doses through subscription-based news podcasts which are often played as part of a listener’s fixed daily routine. This in turn creates an intimate relationship between the listener and the podcast host, an aspect of podcasting which has already been explored by scholars. Even more so than other forms of journalistic output such as printed articles or TV/Radio news, news podcasts may be able to tackle difficult subjects, and to a certain extent, win the trust of their listeners by representing these subjects through the lens of a single host. While offering length over traditional news cycles is one thing, extended interviews, story telling and long explanations of current affairs need to offer more than mere length. They have the ability to provide context to current affairs, accept uncertainty and present opposing views, but their quality can vary. While informally presented news can smoothly move between evidence, analysis and opinion, the quality of programs varies between independently produced and institutionally produced programs. Furthermore, streaming platforms are driven by economic models that often favor guest that are provocative and claim anything in order to gain views and listeners. Podcasting as a medium, the reasons for the popularity of news audio, and changes in the way that people come to trust in the media have all been extensively explored. However, little has been done to examine in depth the ways in which long-form news podcasts function as a primary news source. This literature review brings together current knowledge about the reasons why people might use long-form news podcasts as their main news source, how they evaluate the credibility of such programs, and what contribution they can make to facilitating informed public communication. It also considers the ways in which podcast distribution currently favors some voices over others, and explores the value of long-form news podcasts within the broader news landscape.

Humbot

Rank #13 this cycle · run took 0:32

4/6 detectors passed
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.70passed
  • Copyleaks1.00passed
  • Originality.ai0.08caught
Mean
0.63
Meaning
94.7
Readability
69.0
Words
1.45× 390 → 566

Output is more than 1.4× the input length, penalized as length inflation.

Show output (566 words)

The long-form podcast has transitioned from the edges of digital audio to being part of the everyday routine where many people receive and make sense of the world around them. Unlike shorter news reports or headlines that provide quick snippets of information about events and issues; long-form podcasts are typically at least an hour in length (and frequently longer) devoted to one specific topic/issue/event/interview. The rise of long-form podcasts as a means for people to learn about the world has raised questions for journalism researchers regarding what happens when people use these long-form on-demand discussions not only to complement the news they get elsewhere but also to help them initially understand the news. The following literature review addresses the emergence of long-form podcasts as a primary source of news; focusing on the relationships among how platforms distribute content, how audiences trust media outlets and how journalists practice their craft. The study of how people consume digital news is where we should start. Smartphones and other devices that allow us to listen to audio on-the-go provide access to audio content anytime we want. Additionally, subscriptions and recommendations help listeners establish a routine of listening to specific hosts. Research on podcasts has emphasized the idea of intimacy; voices being transmitted into headphones create a feeling of familiarity and connection with the listener, which is different than the experience of reading an article or watching a television program. In regards to news podcasts, the intimacy created between the listener and the host could make difficult topics easier to understand. The intimacy could also encourage listeners to believe what the host says about the event. Long-form formats provide many opportunities for journalists that are usually limited by daily news coverage. In-depth interviews, story-telling, and in-depth discussions provide the opportunity for journalists to give context, address uncertainties and introduce their audience to different points of view. However, simply providing more time does not ensure that the journalist will provide more accurate information or go into greater detail. A conversational style of reporting can make it difficult for listeners to separate factual evidence, analysis, and personal opinions. There is also a wide variety of editorial standards used by individual journalists as well as institutions producing shows. Finally, platforms that allow journalists to produce their own content have incentives to allow journalists to feature highly controversial guests or make outrageous statements. All of these factors create a need for journalists to explore not only why individuals choose to consume podcasts, but also how podcasts establish credibility with their listeners and how they verify the information they report. While there is a growing body of work exploring podcasting as a form of media, the appeal of news-based audio, and changing levels of trust in journalists, less is known about the role of long-form podcasts in providing listeners with a primary means of accessing news. The purpose of this review is to integrate these separate bodies of literature to examine what we know about why audiences use long-form podcasts, how credible they perceive the content to be, and how this format could potentially enhance the public’s understanding of current events. Additionally, the review examines which perspectives are amplified via long-form podcasting and which are marginalized. By viewing long-form podcasts as part of a larger ecosystem of news sources (rather than replacing traditional journalism), we can make a more accurate evaluation of their benefits and limitations.

HIX Bypass

Rank #14 this cycle · run took 0:44

4/6 detectors passed
  • GPTZero0.80passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.83passed
  • Copyleaks1.00passed
  • Originality.ai0.06caught
Mean
0.62
Meaning
92.7
Readability
66.0
Words
1.40× 390 → 545
Show output (545 words)

The emergence of long form podcasting has transitioned from a small portion of the digital audio market to becoming part of how individuals receive and process news. In contrast to short news reports and headlines which are generally short, long form podcasts will typically spend an hour or longer covering one topic, event, or interview. With the increase of long form podcasting there is a question for researchers studying journalism: How does the way audiences consume news change if they use long form, on-demand discussions not only to complement the news they are already receiving, but also to help them understand it initially? This literature review addresses the rise of long form podcasting as a major way individuals obtain news, with particular focus on the connection among platform delivery, audience confidence, and professional practices within journalism. Digital news consumption research provides a base to build upon. Audio is now accessible via mobile devices and streaming services all day long, as well as recommendations/subscriptions allow for listeners to include certain hosts into their existing schedules. Research on podcasts has emphasized the intimacy of listening; i.e., voices heard via headphones can produce feelings of familiarity and connection that are different from those produced by reading an article or viewing a television program. In the case of news podcasts, this intimacy could allow listeners to access difficult content more easily and may result in listeners having great confidence in a host’s reporting of events. The long-form format provides many opportunities for journalism that traditional news cycles typically limit. Opportunities include conducting extensive interviews, reporting on issues through a narrative lens, and providing explanations of complex topics. Long-form journalism also allows for the recognition of uncertainty and the presentation of multiple viewpoints to the audience. However, length alone is not indicative of the level of detail or accuracy. In addition, the use of conversational style can create confusion regarding the distinction between evidence, analysis, and opinion. Additionally, the quality of editorial standards varies depending upon whether the podcast is produced independently or by an organization. Finally, there are platform incentives that may encourage the inclusion of controversial guests or claims. Due to these limitations, it is essential to examine not only why individuals choose to listen to podcasts, but also how podcasts develop credibility and demonstrate the validity of their content. Long form podcasts are a relatively new format. Research on them is limited. There are some studies on the use of podcasts in general, why people like news audio, and how trust in the press is changing. However, there is no consensus on how people find news via long form podcasts compared to finding news through multiple sources. This study will combine all these areas of research to examine why listeners choose to listen to podcasts, how credible the information in podcasts is, and how podcasts may help improve the general public's knowledge of current events. Additionally, the study will analyze whose voices are heard more frequently because of podcasting and whose voices are heard less frequently. By analyzing long form podcasts as a component of the larger news landscape, rather than a replacement for traditional news outlets, we can better determine the benefits and drawbacks of using long form podcasts as a primary way to access news.

Walter Writes

Rank #15 this cycle · run took 0:40

4/6 detectors passed
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.89passed
  • Copyleaks1.00passed
  • Originality.ai0.07caught
Mean
0.66
Meaning
93.9
Readability
62.0
Words
1.45× 390 → 565

Output is more than 1.4× the input length, penalized as length inflation.

Show output (565 words)

When we are talking about longer-form podcasts moving from the fringes of digital audio into the habits of people who use them to find and process information (in other words, news) we need to ask: What happens when audiences start to rely entirely on long-form, on-demand conversations not just to learn additional news, but to comprehend the news itself? This literature review reviews the emergence of long-form podcasts as a major news resource, focusing on the connections between the way that long-form podcasts are distributed, how much people trust the content being presented, and how journalists work within this new medium. Although there isn't a lot of academic study specifically focused on the ways in which consumers consume digital news using mobile technology and/or streaming services, scholarship exists related to the topic of how mobile technology and/or streaming services have enabled users to access digital audio at virtually anytime during their daily routine. The same body of research emphasizes that subscription-based models and recommendation systems enable users to include specific podcasters into their daily routines. A second area of research is related to the concept of "intimacy" associated with listening to a voice via head phones, which is different from reading or viewing the same type of information. One possible benefit to listening to news podcasts is that difficult topics may be more easily accessed by listeners due to the conversational tone used. In addition, because of the tone of conversation, listeners may begin to rely heavily upon a host's interpretation of events and ultimately come to believe that he/she/they are telling them the truth. Longer-form formats offer several benefits over shorter-form formats such as: longer interviews, narrative reporting, and lengthy explanations that allow for contextualization of information provided, acknowledgment of uncertainty, and exposure to multiple viewpoints. However, simply having longer time frames for stories does not automatically translate to deeper coverage of issues or greater accuracy. The conversational style of presenting information could result in listeners confusing analysis with evidence or opinion with fact. Additionally, although each show maintains its own editorial standard, those standards vary depending upon whether or not the program was created independently or for a institutional purpose. Finally, some studies have suggested that the business model behind some podcast platforms may favor attracting and promoting provocative guests or claims in order to increase user engagement. Therefore, it is especially critical to evaluate not only why individuals choose to listen to podcasts, but how podcasters establish authority and validate the information that they present. To date, scholars have studied: podcasting as a form of media; the popularity of listening to audio-based news programs; and changes in trust levels toward journalism. However, relatively little research has been conducted on how long-form podcasts perform when they become an individual's sole means of consuming news rather than one means of consuming news out of many options. This review attempts to bring all three areas of research together to examine what is currently understood about audience motivations; credibility; and how long-form podcasts may improve public comprehension. Additionally, this review will attempt to identify whose voices are elevated through podcast distribution and whose continue to go unheard. By examining long-form podcasts as part of a larger news ecosystem instead of an alternative to traditional forms of journalism, researchers are better able to evaluate the advantages and disadvantages of this emerging method of accessing and processing information.

Stealth Writer

Rank #7 this cycle · run took 0:16

3/6 detectors passed
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.09caught
Mean
0.52
Meaning
94.7
Readability
48.0
Words
1.28× 390 → 501
Show output (501 words)

This ‘long-form podcasting' has ceased to be a fringe genre of a digital audio and has become part of a daily ritual by which content is found and processed. These programmes are not bulletins or presentations with a few headlines, but rather sometimes an hour or more may be dedicated to one event, one issue, one interview. What is the shift for research into journalism, then, when audiences do not just turn to other, longer, on-demand conversations to add liveliness to the news, but to the news itself to find out about what happened at all? This should be a literature review which addresses the emergence of long-form podcasts as a major source of news and looks at the correlation between intentionally platform distribution and listeners' trust, and the effect on news journalism. Digital news research can be used as a baseline. Subscription and recommendation services ensure listeners are able to make certain hosts a part of existing habits, and mobile apps and streaming platforms now make audio accessible all day long. There is also research on podcasting that attributes intimacy – voices heard through headphones to familiarity and closeness, which is unlike the experience of reading an article or watching a broadcast. In the case of news podcasts, this connection could help make hard topics easier. It also can make listeners take a lot for granted when it comes to a host's interpretation of events. The long-form format has potential that most news cycles wouldn't always provide. Interviews that last longer than normal, elaboration on the story and discussion of uncertainty can help fill in context and allow audiences to hear other voices. But length is not a guarantee of depth or accuracy. There are distinctions that are not always made between evidence, analysis and opinion in conversational delivery, editorial choices can differ between independent and institutional shows, and incentives for platforms may reward provocative guests or claims. With these tensions in mind, it is important to fuse not only the question of why listeners listen to podcasts, but how podcasts are set up to be authoritative and how they legitimize their content. There has been previous research discussed which focuses on podcasting as a medium, the desire for news in audio form and the shift from trust to journalism. However, the less certain is the form long-term podcasting takes when it becomes a channel's primary mode of conveyance rather than one of its multiple alternatives. The strands are here put together and evaluated in the light of what is known about audience motives, credibility and the potential of the format for public understanding. It also takes into account the voices that are amplified through the distribution of a podcast and the voices that are not. If long-form podcasts are viewed as a part of a wider news reporting landscape, as opposed to a substitute for conventional journalism, then one will perhaps be able to evaluate the worth and boundaries of the podcast not only correctly however also with insight.

Ryne AI

Rank #8 this cycle · run took 0:14

3/6 detectors passed
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.87passed
  • Copyleaks1.00passed
  • Originality.ai0.28caught
Mean
0.52
Meaning
94.6
Readability
45.0
Words
1.07× 390 → 418
Show output (418 words)

The popularity of long-form podcasts is not overstatement as their audience has been noted to have increased massively by the experts. Unlike short spill or headline stories such programmes often devote an hour or longer to a single happening, issue or interview. The rise of these kinds of conversations poses a question to journalism research: when audiences use these extended, on-demand back-and-forths not only to supplement the news, but to make sense of it in the first place, what changes? This literature review investigates the emergence of long-form podcasts as a news source and the relationship between platform distribution, audience trust, and journalistic practice. Research on digital news consumption offers us a foundation. With audio available on mobile devices since the dawn of the day, subscription and recommendation systems help listening audiences include particular hosts in established routines. The study of podcasts has underscored their intimate qualities, as the experience of hearing them over in-ear headphones is often compared to listening to a family member who is on the other side of the wall. Podcasts are turning into some type of everyday news source. It could lead audiences to believe in a host’s interpretation of events. The long-form format opens up opportunities that traditional news cycles restrict. There’s nothing like a long interview, narrative reporting or explanatory discussion to provide context, cop to uncertainty, and put people in touch with different views. However, having a big length doesn’t always mean big depth or accuracy. Conversational delivery can blur the lines between evidence, analysis, and opinion; different standards are adhered to by independent and institutionally produced shows; and platform incentives can reward attention-grabbing guests or claims. Due to these tensions, it is important to not just to consider why people listen but how podcasts are able to establish authority or verify. Previous studies examined podcasting as a medium, the popularity of audio news, and changing patterns of trust in journalism. It’s less clear how longform podcasts behave when they become the listener’s dominant route to news as opposed to one among many. This assessment seeks to bring those strands together to form an assessment of what is known about audience motivations, credibility, and the formats potential contribution to public understanding. It also looks carefully at whose voices rise to the top through podcast distribution and whose does not. When long-form podcasts are viewed as part of the wider news ecosystem rather than a substitute for standard journalism, their worth as well as their shortcomings can be more accurately assessed.

SupWriter

Rank #9 this cycle · run took 0:28

3/6 detectors passed
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI0.99passed
  • ZeroGPT0.81passed
  • Copyleaks1.00passed
  • Originality.ai0.07caught
Mean
0.48
Meaning
95.6
Readability
64.0
Words
1.07× 390 → 417
Show output (417 words)

Podcasts have become part of the mainstream digital audio experience, accessed by many listeners as major sources of news and analysis. In contrast to short bulletins or headline-driven developments, an hour or more is usually spent on a single event, issue or interview. As a result of their growth, a question for journalism research arises: what changes when audiences rely on extended, on-demand conversations not simply to augment the news, but to make sense of it in the first place? The growing popularity of long-form podcasts as a news source has received much attention in journalism, especially regarding how distribution to different platforms affects audience trust and journalistic practice. Inquiries into digital news consumption offer a starting line. With constant audio throughout the day, through mobile devices and streaming services, along with subscription and recommendation systems, listeners can integrate certain hosts into set routines. Research about podcasts popularity emphasizes their intimacy as people experience the voices through headphones, creating a different impact than reading an article or watching a broadcast. This relationship may help make difficult topics more palatable for news podcasts. Listeners might be inclined to place quite a bit of trust in a host’s interpretation. The long-form format presents opportunities not typically found in the news cycle. Interviews and narrative reporting can show context and uncertainty, while exposing the audience to opposing views. However, a long study will not be necessarily deep or accurate. Shows that are conversational in delivery can make it hard to distinguish between evidence, analysis and opinion. Editorial standards vary across independent and institutionally produced shows. Further, the incentives of the platform may reward those who bring on provocative guests or make more outrageous claims. Due to these tensions, it’s essential to think not just about why people listen to podcasts, but how they establish authority and verify. Research has looked at the nature of podcasting as a medium, the allure of news audio, and shifting relationships of trust. It is less clear how long-form podcasts are used when they become the main way a listener gets news instead of just one. This review combines those strands to examine what we know about audience motivations and credibility, and what the format can offer public understanding. It also pays attention to the voices that rise to the top and the ones that do not. By framing long podcasts within a wider news system rather than in competition with traditional media, we are better able to assess their worth and limitations more accurately.

AI Humanize io

Rank #10 this cycle · run took 0:10

3/6 detectors passed
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.91passed
  • Copyleaks1.00passed
  • Originality.ai0.06caught
Mean
0.49
Meaning
92.2
Readability
55.0
Words
0.92× 390 → 358
Show output (358 words)

The emergence of long-form podcasts, which are becoming increasingly part of the audiotrons of every citizen's routine, raises a question as to their relevance in journalism: How does the reliance on printed news change with an expectation that long-form audio may no longer just give context but rather serve as a primary source for understanding news in its entirety? It is imperative to analyze the literature regarding the emergence of long-form podcasts as news sources, particularly the relationship between platform, listeners' levels of trust, and practices in journalism. Research on digital news consumption provides the framework for our analysis because an individual not only gains access to digital media on their mobile devices, but subscription services and recommendation systems help an individual incorporate the voice of their chosen hosts into their lives. Moreover, literature on the intimacies of podcasting shows how the audio experience of listening via headphones establishes a unique relationship between the individual and the news that differs from reading text or watching television news broadcasts, thus making the subject matter of such podcasts not only easier to accept, but perhaps leading listeners to develop faith in their host's interpretation of the events discussed. The unique characteristics of long-form podcasts can provide the kinds of possibilities that regular news cycles restrict. By using extended interviews, narratives, and discussion, podcasting can provide context, address ambiguity, and solve ambiguities, thus providing listeners with a world of varying views. However, having a long-form delivery does not guarantee depth. Distinctions between evidence, commentary, and opinion can become blurred; standards of editorial policy will vary based on whether or not the podcast is being produced by an independent producer or mass media outlet; and platforms have incentives that promote controversial programming and guests. Consequently, there is an unequal emphasis placed on why an individual listens versus how a podcast gains its legitimacy. Research on podcast aesthetic, its attraction to audiences, and the evolution of trust in journalism has been conducted. However, not enough research has been done on the functioning of long-form podcasts when used as a sole provider of news. Consequently, this review will combine all elements of research together.

Super Humanizer

Rank #11 this cycle · run took 0:15

3/6 detectors passed
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.94passed
  • Copyleaks1.00passed
  • Originality.ai0.08caught
Mean
0.50
Meaning
95.4
Readability
82.0
Words
1.12× 390 → 438
Show output (438 words)

As long-form podcasts have drifted from the periphery of digital audio into the daily news consumption routines of many citizens, they have begun to serve a purpose quite different to that of news headlines or shorter bulletins. By spending sixty minutes or more discussing a single story, issue, or interviewing one guest, they change the relationship and the experience between news and the consumer. But what does it mean if, or when, audiences use podcasts as the means to understand news, rather than just as a way of catching up on a story? This review looks at the emergence of long-form news podcasts in this ecosystem, and the issues of platforms, trust and practice in which they are embedded. Building from existing research into news consumption, we can see how the advent of mobile streaming, subscription and recommendations through platform apps have allowed listeners to fold listening into existing, non-linear news routines. Literature on the medium also notes the specific quality of the listener experience: that the intimate nature of the voices being transmitted into, and in contact with, ears and heads creates a unique sense of affinity that is arguably different from a viewer's experience of television or a reader's experience of text, potentially rendering tough subject matter more palatable-but also potentially, creating a sense of trust in a host's perspective. In theory, long-form podcasting provides the format required to move away from the constraints of the traditional news cycle: to introduce nuance, uncertainty, and, ideally, contradictory points of view in explanatory, interview or documentary-style journalism. In practice, however, length is not a proxy for depth or indeed accuracy. The conversational nature of the genre can make the edges between fact, analysis and opinion opaque; journalistic standards across independent and institutional productions may vary significantly; and platforms may incentivise popular, rather than factually robust, content. Understanding the why of listening matters, as does the process of how these podcasts construct their authority and how they substantiate their claims. Research is growing on podcasting as a medium, the uses and gratifications of news listening and the evolving nature of audience trust in journalism. This review brings together these disparate threads to examine what we know about why audiences are turning to these shows, their perceived credibility and how they contribute to public sense-making. Furthermore, we must also consider the question of whose voices are and are not amplified by this medium, in what remains a platform-defined audio ecosystem. Rather than situating podcasts in competition with traditional, established journalism, this review frames them as one, arguably increasingly vital, component in a complex, multi-modal, and often fragmented digital news landscape.

Grammarly

Rank #12 this cycle · run took 0:13

2/6 detectors passed
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI0.87passed
  • ZeroGPT0.75passed
  • Copyleaks0.00caught
  • Originality.ai0.06caught
Mean
0.28
Meaning
98.0
Readability
64.0
Words
1.28× 390 → 501
Show output (501 words)

Long-form podcasts has shifted from being on the periphery of digital audio into becoming part of the everyday routines by which many people come across and understand the news. Unlike short bulletins or updates based on headlines, these programmes usually spend an hour or so on a single event, topic, or interview. Since they have grown in popularity, this development poses a question for journalism research – what changes when audiences depend on lengthy, on-demand conversations not just to supplement the news but to understand it initially? This literature review looks at the rise of long-form podcasts as a main source of news, focusing on the connection between platform distribution, audience trust, and journalistic practice. Research into the way people consume digital news offers a starting point; mobile devices and streaming services have meant that audio is available all day long, and subscription facilities together with recommendation systems enable listeners to get accustomed to specific hosts as part of their regular routines. Studies of podcasts also highlight the element of intimacy, since the voices heard through headphones can produce a feeling of familiarity and connection which is different from that obtained when reading an article or watching a broadcast. With regard to news podcasts, this kind of relationship might make it easier to deal with difficult topics and might also lead listeners to place a great deal of trust in the host's interpretation of events. The long-form format includes possibilities which are frequently restricted by traditional news cycles. It allows for extended interviews, narrative reporting, and explanatory discussion, all of which can provide context, recognise uncertainty, and give listeners access to different points of view. However, merely having a longer length does not ensure that content is deep or accurate. If the presentation is conversational, it can make it difficult to tell where evidence ends and opinion begins; editorial standards differ between independently produced programmes and those produced by institutions; and the platforms might prefer to invite controversial guests or make bold claims. Because of these tensions, it is important not only to consider why people listen but also to examine how podcasts build their authority and check what they present. Research that has already been carried out includes studies of podcasting as a medium, the attractiveness of news presented in audio form, and the way trust in journalism is changing. However, it is still not clear how long-form podcasts perform when they become the primary means by which people get their news rather than just one of several sources. This review combines all these areas to examine what is currently known regarding audience motivations, credibility, and the potential of the format to improve public understanding. It also looks at which voices become more prominent as a result of podcast distribution and which remain less heard. By viewing long-form podcasts as part of the wider news environment rather than as a substitute for traditional journalism, it is possible to make a more accurate evaluation of both their merits and their limitations.

Session recording