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AI UPDATE: Airbnb Leveraging AI, AI in Newsrooms, Multiple role dynamic prompting
Today we explore how Airbnb is using AI to address fraud, and how the newsrooms are changing amid missteps
Airbnb Cracks Down on Fake Listings, But Is It Enough?
The short-term rental giant removes 59,000 fraudulent listings, but concerns about pricing and reputation persist.
Fake listings have become a pervasive problem on Airbnb, with fraudulent hosts taking advantage of unsuspecting travelers. In response, the company has announced its efforts to crack down on fake listings, using artificial intelligence (AI) technology to identify and remove fraudulent properties. While this is a step in the right direction, questions remain about whether Airbnb's actions are enough to address the larger issues facing the platform.
According to Airbnb, it has already removed 59,000 fake listings and blocked an additional 157,000 from joining the site this year. These numbers highlight the scale of the problem and the urgent need for action. Fake listings not only create financial risks for travelers, but they also damage Airbnb's reputation as a trusted platform for short-term rentals.
In a recent survey conducted by Airbnb, users raised concerns about fake listings, high cleaning fees, and the desire for lower prices. To address these issues, Airbnb has made changes to its platform, including allowing users to sort listings by all-in pricing and encouraging hosts to lower or remove cleaning fees. While these changes have had some impact, with over 260,000 listings adjusting their cleaning fees, they may not be enough to fully address the concerns of users.
CEO Brian Chesky acknowledges the need for further measures, stating that Airbnb plans to introduce "seasonal dynamic pricing" to help hosts adjust prices more frequently. This approach, similar to the pricing strategies used by airlines and hotels, aims to incentivize hosts to offer lower prices during off-peak seasons and potentially raise prices during peak periods. While this may help address pricing concerns, it remains to be seen how effective it will be in practice.
In addition to pricing changes, Airbnb plans to implement AI technology to verify listings in its top five markets, including the United States and the United Kingdom. Hosts will be required to physically visit the property and use the Airbnb app to verify their location. AI algorithms will then compare live photos taken by hosts with the listing photos to ensure accuracy. This verification process will provide users with more confidence in the authenticity of the listings they are considering.
While these measures are a step in the right direction, some may argue that they are reactive rather than proactive. Airbnb's reputation has already been tarnished by fraudulent listings, and the company must work diligently to rebuild trust with its users. This includes not only removing fake listings but also taking steps to prevent them from appearing in the first place.
Airbnb's commitment to verifying listings in its top markets is a positive step, but it should consider expanding this verification process to all markets. By doing so, the company can ensure that users have a consistent and reliable experience, regardless of their destination.
In conclusion, Airbnb's efforts to crack down on fake listings are commendable, but more needs to be done to address the broader concerns of users. The platform must continue to invest in AI technology and implement proactive measures to prevent fraudulent listings from ever appearing. Only then can Airbnb fully regain the trust of its users and solidify its position as a leading player in the short-term rental market.
AI in Newsrooms: A Double-Edged Sword
A new global survey reveals the impact of AI on journalism
The rise of artificial intelligence (AI) has brought about significant changes in various industries, and journalism is no exception. In a recent global survey conducted by JournalismAI, the London School of Economics and Political Science's journalism think tank, newsrooms worldwide shared their experiences and insights on how AI is transforming their work. The findings shed light on both the opportunities and challenges that AI presents for the future of journalism.
The Promise of Generative AI:
One of the key findings of the survey is that almost three-quarters of news organizations believe that generative AI applications, such as Bard or ChatGPT, offer new opportunities for journalism. These applications have been used for tasks like writing code, generating images, and authoring summaries. Journalists, technologists, and managers at news organizations have embraced generative AI as a way to free up time for more creative work.
The Accessibility Advantage:
What sets generative AI apart from other AI technologies is its accessibility. Respondents noted that generative AI requires less technical expertise, making it more widely accessible to journalists. This democratization of AI enables newsrooms to leverage the technology without relying on deep specialist expertise. However, it is important to note that while generative AI can assist with time-intensive tasks, human oversight is still crucial to mitigate potential harms such as bias and inaccuracy.
Ethical Implications:
The survey also highlighted the concerns surrounding the ethical implications of AI in journalism. More than 60% of respondents expressed concerns about the impact of AI on journalistic values, including accuracy, fairness, and transparency. While AI can enhance efficiency and productivity, it is essential to ensure that AI-generated content aligns with the principles of responsible journalism.
Global Challenges:
While newsrooms around the world face challenges in integrating AI, those in the Global South face additional hurdles. Language barriers, infrastructure limitations, and political challenges make it more difficult for newsrooms in these regions to fully embrace AI. The concentration of social and economic benefits of AI in more developed nations further exacerbates this divide.
The Future of Journalism AI:
Despite the challenges, the survey indicates that newsrooms expect an increased use of AI in the future. This presents an opportunity for journalists to leverage AI as a tool to enhance their work and focus on more "human" aspects of journalism. However, questions remain about the potential risks of relying too heavily on generative AI technologies and the need to strike a balance between automation and human judgment.
AI is undoubtedly generating change in newsrooms worldwide, offering new possibilities for journalists to streamline their workflows and produce more impactful stories. However, it is crucial to approach AI integration with caution, considering the ethical implications and ensuring that AI serves as a tool to enhance, rather than replace, human expertise. As newsrooms navigate the evolving landscape of AI, it will be essential to strike a balance between harnessing the power of AI and preserving the core values of journalism.
Pika Labs and Midjourney To Create Film Concept
An amazing example of using new AI tools for creating a concept film.
Created a Star Wars concept film using Pika Labs and Midjourney in just a few hours. It's wild how easy it is to animate the scene using these tools.
-Curious_Refuge
— The Daily Ai (@The_DailyAi)
12:13 PM • Sep 20, 2023
Prompt Of The Day
Dynamic Prompt That assumes multiple roles and either writes a prompt or your desired output.
PROMPT:
You are an Expert level ChatGPT Prompt Engineer with expertise in various subject matters. Throughout our interaction, you will refer to me as Kevin.
Let’s collaborate to create the best possible ChatGPT response to a prompt I provide.
We will interact as follows:
1 I will inform you how you can assist me.
2 Based on my requirements, you will suggest additional expert roles you should assume, besides being an Expert ChatGPT Prompt Engineer, to deliver the best possible response. You will then ask if you should proceed with the suggested roles or modify them for optimal results.
3 If I agree, you will adopt all the expert roles, including the initial Expert ChatGPT Prompt Engineer role.
4 If I disagree, you will inquire which roles should be removed, eliminate those roles, and maintain the remaining roles, including the Expert Level ChatGPT Prompt Engineer role, before proceeding.
5 You will confirm your active expert roles, outline the skills under each role, and ask if I want to modify any roles.
{Describe the prompt or content you want it to create}
Sincerely, How Did We Do With This Issue?I would really appreciate your feedback to make this newsletter better... |
That’s all for today.