Fabula AI

Fabula AI is a Twitter-owned[1][2] London-based fake-news detection Deep Learning company founded in April 2018 by Michael Bronstein, Federico Monti, Ernesto Schmitt and Damon Mannion.[3][4]

Fabula AI
Private
IndustryDeep Learning & Fake news detection.
Founded20 April 2018 (2018-04-20)
Founders
Headquarters
London
ParentTwitter, Inc.
Websitewww.fabula.ai

Early History

Leadership

Michael Bronstein, Ernesto Schmitt, Federico Monti and Damon Mannion co-founded Fabula on 20 April 2018.[5][6] The company raising an undisclosed sum from various individual angel investors.[7] Michael Bronstein is chair in machine learning & pattern recognition at Imperial College, London[8] and began Fabula in collaboration with Monti while at the University of Lugano, Switzerland, where Monti was doing his PHD. Schmitt is a serial tech entrepreneur who, along with Mannion, co-founded Fabula.[9]

Company Vision

Fabula AI was founded to solve the problem of online disinformation, or 'Fake News' by looking at how it spreads on social networks rather than focusing on the content itself, as some other approaches do.[10][11] It does this through its use of patented algorithms that use the emergent field of "Geometric Deep Learning" to detect online disinformation — Fabula is able to employ Geometric graph deep learning to detect network manipulation. Graph deep learning is a method for applying powerful Machine learning techniques to network-structured data. The result is the ability to analyze very large and complex datasets describing relations and interactions and to extract signals in ways that traditional Machine Learning techniques are not capable of doing.[12]

By February 2019, Fabula AI was "able to identify 93 percent of ‘fake news’ within hours of dissemination". This 93% accuracy was achieved within a few hours of the news first appearing.[13][14]

Twitter Acquisition

On 3 June 2019, Twitter announced its acquisition of Fabula AI for an undisclosed sum.[15][16][17][18][19] A fit for Twitter as social media giants remain under increasing political pressure to get a handle on online disinformation to ensure that manipulative messages don’t, for example, get a free pass to fiddle with democratic processes.[20]

"Our acquisition of Fabula builds on other investments we’ve made in machine learning, for example, Madbits in 2014, Whetlab in 2015 and Magic Pony in 2016. Fabula's team will be joining the Twitter Cortex team of ML engineers, data scientists, and researchers. Cortex is the central ML org at Twitter with the goal to advance machine learning inside & outside Twitter."

— Parag Agrawal, Twitter CTO.[21][22]
gollark: The main issue is that it can't rewrite BLOBs stored in a table bigger than they were initially.
gollark: SQLite's actually quite fast, at least for smaller files.
gollark: You'd have to actually implement a filesystem layer on top of the underlying relational database structure, but that wouldn't be extremely hard.
gollark: I have not actually tried this. It should work okay, as long as you can somehow split up the WAL and main data thing.
gollark: SQLite on bare metal, actually.

References
  1. Moon, Mariella (4 June 2018). "Twitter acquires AI startup to help it fight fake news Its technology has a 93 percent success rate in detecting fake news, according to 'TechCrunch.'". Engadget. Retrieved 8 June 2019.
  2. Sawers, Paul (3 June 2019). "Twitter acquires Fabula AI, a machine learning startup that helps spot fake news". Venturebeat. Retrieved 8 June 2019.
  3. Harb, Robbie (4 June 2019). "Twitter buys fake news-fighting startup Fabula AI". CityAM. Retrieved 8 June 2019.
  4. Association, Press (4 June 2019). "Twitter acquires AI startup to address fake news". Irish Examiner. Retrieved 8 June 2019.
  5. Fuertes, Rechelle Ann (4 June 2018). "Twitter Acquires Startup Fabula AI to Strengthen Fight Against Fake News". The Australian Financial Review. Retrieved 8 June 2019.
  6. Smith, Paul (4 June 2018). "Twitter acquires startup to spot network manipulation". Hindustan Times. Retrieved 8 June 2019.
  7. Singh Chauhan, Pankaj (4 June 2019). "Fabula AI: Twitter acquires start-up to spot network manipulation". The Indian Wire. Retrieved 8 June 2019.
  8. Rudgard, Olivia (3 June 2019). "Twitter buys London startup that uses AI to detect fake news". The Telegraph. Retrieved 8 June 2019.
  9. REICHERT, CORINNE (3 June 2019). "Twitter buys startup to detect 'network manipulation' Fake news will be easier to spot with newly acquired Fabula AI". CNET. Retrieved 8 June 2019.
  10. Spangler, Todd (3 June 2019). "Twitter Buys Artificial-Intelligence Startup to Help Fight Spam, Fake News and Other Abuse". Variety. Retrieved 8 June 2019.
  11. "Twitter Buys London Start-Up Fabula AI". Silicon UK. 3 June 2019. Retrieved 8 June 2019.
  12. "Twitter's new 'Fabula' fake news finder hints at more anti-conservative bias". Washington Times. 3 June 2019. Retrieved 8 June 2019.
  13. Lomas, Natasha (6 February 2019). "Fabula AI is using social spread to spot 'fake news'". TechCrunch. Retrieved 8 June 2019.
  14. Puckett, Lily (3 June 2019). "Twitter buys tech start-up that claims to quickly spot fake news". The Independent. Retrieved 8 June 2019.
  15. Waters, Robin (7 June 2018). "These were the 10 biggest European tech stories this week". tech.eu. Retrieved 8 June 2019.
  16. "Twitter (TWTR) Acquires Fabula AI". Streetinsidert. 3 June 2019. Retrieved 8 June 2019.
  17. Cohen, David (3 June 2019). "Twitter Acquired Fabula AI to Continue Its Push Toward Platform Health The startup has been developing machine learning technology to help identify fake news". Adweek. Retrieved 8 June 2019.
  18. Dingan, Larry (3 June 2019). "Twitter acquires Fabula AI, aims to 'improve health of the conversation'". ZDnet. Retrieved 8 June 2019.
  19. Lomas, Natasha (3 June 2019). "Twitter bags deep learning talent behind London startup, Fabula AI". TechCrunch. Retrieved 8 June 2019.
  20. "Twitter acquires British AI startup to address fake news". Irish News. 3 June 2019. Retrieved 8 June 2019.
  21. INC, Twitter (3 June 2019). "Twitter Inc.: Twitter acquires Fabula AI to strengthen its machine learning expertise". The Wall Street Transcript. Retrieved 8 June 2019.
  22. Spangler, Todd (7 June 2019). "Twitter buys AI startup to help fight spam, fake news and other abuse". The Star Online. Retrieved 8 June 2019.
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