—AI research assistant that cuts through the noise

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January 20, 2023

Feedly for Threat Intelligence

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AI research assistant that cuts through the noise

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Cybersecurity Threat Intelligence AI Research Data Aggregation Real-time Tracking Critical VulnerabilitiesFree + from $7.61/mo

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Feedly for Threat Intelligence is an AI-powered tool designated for real-time tracking of emerging cyber threats. The core of the platform is an AI engine that aggregates, assesses, and prioritizes intelligence information from an extensive range of sources.

It offers functionality to monitor notable vulnerabilities and zero-days, investigate the behavior of specific threat actors and malware families, understand the industry-specific threat landscape, and observe niche cybersecurity subjects.Feedly AI comprehends millions of reports, articles, and social media publications daily, automatically tagging critical threat intelligence notions such as threat actors, critical vulnerabilities, indicators of compromise, industries, companies, ATT&CK techniques, and vendors among others.

Its feature, AI Feeds, provides an interactive tracking and search interface that facilitates near real-time access to this intelligence data.Creating an AI Feed entails a three-step procedure that firstly involves the application of AI models to define the intelligence to gather.

Following this, symbolic logic (AND, OR, NOT) operators are used to mix multiple AI models and refine the search focus. Lastly, if necessary, the sources are refined with user-specified trusted sources.

AI Feeds provides the capability to add to a personal or team folder. Articles, reports or social media entries that match the indicated AI models will appear in the AI Feeds.

The tool comes with a variety of pre-trained AI models, thus simplifying the process of translating intelligence requirements into AI Feeds.

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Initial release

March 8, 2022

Initial release of Feedly for Threat Intelligence.

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$7.61/month

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Feedly for Threat Intelligence 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

View 13 more pros

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

View 2 more cons

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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.

+ Show 14 more

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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