15,270
News analysis
2022-03-08
Feedly Leo
14
Aid for quickly filtering and prioritizing information.
Overview
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Meet Leo, an AI research assistant developed by Feedly, is a powerful tool that helps users to quickly sort through large amounts of information and focus on topics that matter to them.
Leo uses machine learning and natural language processing to filter out noise and prioritize articles that are relevant to the user. It allows users to prioritize topics, trends, and keywords of their choice, deduplicate repetitive news, mute irrelevant information, and summarize articles.
With Leo, users can also train the AI to understand their interests by selecting certain topics and trends from their curated boards. In addition, Leo has a business events skill that allows users to track industry activities such as funding events, partnerships announcements, product launches, and leadership changes.
With its sophisticated features, Leo is designed to help users declutter their feeds and gain deeper insights into the topics and trends that matter to them.
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Feedly Leo was manually vetted by our editorial team and was first featured on January 20th 2023.
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Pros and Cons
Pros
Quickly filters information
Prioritizes relevant articles
User-defined topic prioritization
Deduplicates repetitive news
Mutes irrelevant information
Summarizes articles
Tracks industry activities
Focuses on user interests
Boosts productivity
Personalized news feed
Advanced keyword acknowledgement
Learning from user feedback
Identifies trending topics
Offers priority insights
User-driven feed control
Continuous learning mechanism
Simplifies news digestion
Improves news relevance
Cons
Limited cross-platform compatibility
No offline functionality
Requires user to train
Over-dependency on user feedback
No multilingual support
Lack undisclosed limitations
Lack detailed error reports
Q&A
What is Feedly Leo?
Feedly Leo, also known as Leo, is an AI research assistant developed to aid with quick filtering and prioritizing of information. It specializes in analyzing and summarizing news content, allowing users to focus on topics, trends, and keywords of their choice. It also features a deduplication functionality that removes repetitive news and a muting function to silence irrelevant information.
How does Leo use machine learning and natural language processing?
Leo utilizes machine learning and natural language processing for its operations. It has been trained to read and analyze text, enabling it to understand and prioritize information based on a user's defined preferences. This technology is also used to filter out superfluous data (noise) and highlight articles relevant to the user's interests.
Can I prioritize specific topics with Leo?
Yes, users can prioritize specific topics with Leo. They can define what is relevant to them by selecting specific topics, trends, and keywords of their choice. Leo then focuses on these areas, prioritizing them in the user's feed.
What is the process of deduplicating news using Leo?
Deduplication of news using Leo involves automatic filtering of redundant content from the user's feed. It identifies and removes repetitive or duplicate articles, improving the quality of the feed and helping users focus on unique, relevant news.
How does Leo's mute feature work?
Leo's mute feature works by suppressing irrelevant information. Users can instruct Leo on what they consider as noise or irrelevant to their preferences, and the tool will then mute such information from the user's feed.
Can Leo summarize articles?
Yes, Leo features a functionality that allows it to summarize articles. By reading and analyzing text, it provides users with summaries of the contents, enhancing readability and information retention.
Can I train Leo to understand my interests?
Yes, you can train Leo to understand your interests. This is achieved by selecting specific topics and trends on your curated boards. It then uses this information as a guide for suggesting relevant content and prioritizing future articles.
What is Leo's business events skill?
Leo's business events skill allows users to track a variety of industry activities. This includes monitoring funding events, partnerships announcements, product launches, and leadership changes.
How does Leo help declutter feeds?
Leo declutters feeds by using machine learning and natural language processing to sort the information. With the user's preferences in view, Leo filters out irrelevant information, removes duplicate news, and prioritizes the user's chosen topics, trends, and keywords, resulting in a streamlined, personalized content feed.
Can I track industry activities with Leo?
Yes, you can track industry activities with Leo. Its business events skill keeps you updated about important happenings such as funding events, partnerships announcements, product launches, and leadership changes.
How to involve Leo in monitoring funding events?
To involve Leo in monitoring funding events, you need to activate the business events skill. After activation, Leo will keep track of industry activities, including funding events, and prioritize these in your feed.
Is there a feature in Leo to track leadership changes?
Yes, Leo has a feature that tracks leadership changes in industries. This feature is part of Leo's business events skill, which also includes tracking funding events, partnerships announcements, and product launches.
How does Leo filter out noise and prioritize articles?
Leo filters out noise and prioritizes articles using machine learning and natural language processing. These technologies enable it to understand the user's defined preferences and relevance, filter out irrelevant information, and then highlight articles that align with the user's interests.
How does Leo deal with repetitive news?
Leo handles repetitive news with its deduplication skill. This feature removes similar or duplicate articles from the user's feeds, thus ensuring the uniqueness of each news item and saving the user from reading the same information multiple times.
Can I customize Leo's settings to align with my interests?
Yes, Leo's settings can be customized to align with your interests. By defining specific topics, trends, and keywords to prioritize, the user can have Leo personalize their feed. Moreover, via the Like-board skill, users can train Leo by example to further specialize in specific topics or trends of interest.
What's the function of Leo's Green priority label?
Leo's Green priority label is used to signify articles that have been prioritized based on the user's customized preferences. These highlighted articles are perceived by Leo as most pertinent to the user.
How does Leo learn from my feedback?
Leo learns from user feedback using reinforcement learning. Observations are made based on the user's interaction with the platform. When a user saves an article to a board, Leo considers it as a positive signal that reinforces its learning. This shaped learning enables Leo to refine its future recommendations.
What actions can I take when I find an article prioritized wrongly by Leo?
When you find an article wrongly prioritized by Leo, you can take actions such as 'Refine Priority', 'Pause' or 'Remove' that priority. There's also a 'Less Like This' down arrow button you can use to correct Leo, refining its future prioritization process based on this feedback.
Can I automate my knowledge gathering using Leo?
Yes, you can automate your knowledge gathering process using Leo. The AI reads all articles in your feed and prioritizes relevant ones based on your preferences. This creates an automated system where you're consistently presented with pertinent information without sifting through large amounts of data.
How can I start using Leo?
To start using Leo, you can sign up at Feedly. Upon signing up, Feedly guides you through the setup process for Leo, including defining your priorities and customizing your settings, depending on your specific information needs.
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