Sony Pixel Power calrec Sony

How TF1 is exploring an AI-driven future with Moments Lab

26/06/2024

Olivier Penin, director of innovation at TF1 and Moments Labs head of science, Yannis Tevissen, outline some of the findings from an ongoing research project into AI in the media

By Matthew Corrigan

Published: June 25, 2024 Updated: June 26, 2024

Olivier Penin, director of innovation at TF1 and Moments Lab's head of science, Yannis Tevissen, outline some of the findings from an ongoing research project into AI in the media

target=_blank title=Share on LinkedIn class=share-linkedin> Olivier Penin, director of innovation at TF1 and Moments Lab's head of science, Yannis Tevissen, outline some of the findings from an ongoing research project into AI in the media

https://www.tvbeurope.com/features/how-tf1-is-exploring-an-ai-driven-future-with-moments-lab title=Share via Email class=share-email>

In what ways is TF1 already using AI in its processes and workflows? Olivier Penin: TF1 has been using AI for many years via our content recommendation algorithm, automatic thumbnail identification on our TF1 streaming platform. The former was developed internally by a dedicated AI and data scientist team, and the latter comes from a technology partnership that is also helping us improve the advertising experience through identifying ad break moments in our content with AI.

The release of ChatGPT in November 2022 opened up a new range of opportunities in terms of AI, especially GenAI (generative artificial intelligence). TF1 has been working on identifying where GenAI can have the greatest impact and conducting proof-of-concepts (PoCs) with the aim of industrialising the AI use cases that have proven to be successful.

Olivier Penin, director of innovation, TF1 There are several AI areas that we want to concentrate on to unlock maximum value, including improving our audience user experience (i.e. making it easier for our users to navigate on TF1 and find the content they want), enhancing our production and content management processes and gaining efficiency (i.e. bringing automation to daily repetitive tasks within TF1 and notably the media supply chain).

To address the first AI objective of improving the audience experience, we've recently introduced the Synchro service on our TF1 video streaming platform. Synchro allows users to easily find the content they want to watch when several people are in front of the TV screen, using their TF1 profile characteristics.

For the second objective of enhancing production and content management processes, we released the Top Chrono service on TF1 for the Rugby World Cup in 2023. This allows users to create a summary of rugby games and choose the duration (i.e. 5, 10 or 15 minutes). The summary generation relies on identifying highlights thanks to AI. We plan to make this service available again for football matches during the Euro 2024 competition.

To meet the third objective of boosting efficiency, alongside ad break moments identification (described above), we are also using AI to gain efficiency in hiding brand logos in content due to compliance constraints, and in SEO for our written news content and computer coding assistance. Finally, we are working on developing an internal chatbot similar to the style of ChatGPT that offers security compliance (i.e. no data is shared with OpenAI while using the chatbot).

How do Moments Lab's next-gen AI indexing models align with TF1's group ambitions and goals? OP: Moments Lab's AI models provide TF1 with an efficient way to index content, generate tags, and create content summaries. This opens up opportunities to address important use cases for us, including the ability to:

Improve searchability within our archives, especially for news content, allowing our journalists to increase the efficiency of news production.

Investigate new content formats and create trailers more efficiently by having the ability to index and identify highlights in non-sport content.

Write text summaries for all of our content with greater efficiency (for TF1 as well as for the EPG TV guide).

From a global standpoint, properly indexing our content is key to generating data around our content. It can then be converted for specific use cases to address our AI objectives. Our partnership with Moments Lab allows us to rapidly move forward in this field.

What will participation in the research project entail how will TF1 be able to contribute? OP: TF1's participation relies on the use cases described above: improved media library/archive searchability, new content formats and more efficient creation of text summaries for media assets. We contribute to the research project by providing Moments Lab with problems we encounter in our workflows, and the data needed to advance research into these problems after being translated by Moments Lab into scientific/ technology questions. Moments Lab then kicks off the research and leverages AI to invent the right technology to produce the results we are looking for. We provide regular feedback on iterations to reach a successful PoC.

How many members of your team will be involved? OP: The TF1 Innovation department is a small team of about 10 people, three of which are involved with these projects, plus many people from other TF1 teams. Globally, there are about 15 people involved in Moments Lab AI use cases.

What does TF1 hope to achieve by joining the Moments Lab research project? OP: As a partner of Moments Lab for several years, TF1 is excited to make progress on content indexing and video understanding, as these are core to several of our high-value AI use cases that aim to offer our audiences a better user experience and improve the efficiency of our internal processes.

The programme places emphasis on building low energy consumption AI indexing models to learn fair representations of a diverse and multicultural world how do
LINK: https://www.tvbeurope.com/features/how-tf1-is-exploring-an-ai-driven-f...
See more stories from tvb

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

07/10/2026

Dalet Flex LTS Delivers Smarter Media Operations from Ingest to Distribution

Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...

06/09/2026

Dolby and MagentaTV Bring Fans Closer to the FIFA World Cup 2026 in Germany with Dolby Vision and Dolby Atmos

June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

28/07/2026

Study: TV Operating Systems Gain Influence Over Viewing

Share Copy link Facebook X Linkedin Bluesky Email...

28/07/2026

Maryland Public Television Promotes Ling Ling Sun to CTO

Share Copy link Facebook X Linkedin Bluesky Email...

28/07/2026

NUGEN Audio Helps Mix Technician Blake Bunzel Deliver Rel...

Brand's Intuitive Metering and Dialogue Tools Improve Efficiency and Maintain Clarity Across Projects Ranging from Sitcoms to Effects Heavy Fantasy Series ...

28/07/2026

TAG Video Systems Accelerates the Move to Cloud and Virtu...

TAG Video Systems, a leader in 100% software-based realtime media monitoring, multiviewing and quality control (QC), today announced the latest innovations to i...

28/07/2026

Harvard Athletics Transforms Collegiate Sports Storytelling with AJA Gear

Harvard Athletics Transforms Collegiate Sports Storytelling with AJA Gear Brie Clayton July 27, 2026 0 Comments Between the maturation of IP and remot...

28/07/2026

New Live Action Projection Mapping Film Captured with URSA Cine 12K LF

New Live Action Projection Mapping Film Captured with URSA Cine 12K LF Brie Clayton July 27, 2026 0 Comments Large format sensor allows Texas Legacy ...

28/07/2026

NVIDIA Agent Toolkit Expands With New Omniverse Libraries, Putting AI Agents to Work Building Simulation-Ready Worlds

NVIDIA Agent Toolkit Expands With New Omniverse Libraries, Putting AI Agents to ...

28/07/2026

AI Agents Expand Creative Tools to Millions

AI Agents Expand Creative Tools to Millions Brie Clayton July 27, 2026 0 Comments Hero image courtesy of Epic Games Leading creative applications are...

28/07/2026

How Rick Aggeler Built a Music Community for Boston Teens

How Rick Aggeler Built a Music Community for Boston Teens When he was a Berklee student, Aggeler volunteered at the Boys & Girls Clubs of Boston, where he hel...

27/07/2026

AES Educational Foundation Announces 2026/2027 Scholarship and Grant Recipients

The Audio Engineering Society Educational Foundation has named its scholarship and grant recipients for the 2026/2027 academic year. The awards support students...

27/07/2026

ESPN and MEAC Reach Multi-Year Media Rights Agreement Through 2030-31

ESPN and the Mid-Eastern Athletic Conference (MEAC) have signed a multi-year media rights agreement covering basketball championships and select football and ba...

27/07/2026

Yahoo Sports and Cameo Integrate Celebrity Video Bookings into Yahoo Fantasy

Yahoo Sports and Cameo have partnered to allow fantasy football users to book personalized celebrity videos directly within the Yahoo Fantasy app and website. T...

27/07/2026

Eutelsat to Receive $504 Million in FCC Upper C-Band Transition Payments

Eutelsat has welcomed the FCC's order establishing the regulatory framework for the transition of Upper C-band spectrum in the United States. Under the orde...

27/07/2026

ESPN Acquires U.S. and International Rights to International Dance League

ESPN and the International Dance League (IDL) have signed a global rights agreement for the 2026 season. Events will air bi-weekly on ESPN2 at 7 p.m. ET beginni...

27/07/2026

NBCUniversal and YouTube Announce Multi-Year Global Partnership

NBCUniversal and YouTube have signed a multi-year global partnership that includes bundling Peacock with YouTube Premium, extending NBCUniversal's distribut...

27/07/2026

Two Weeks Away: 2026 SVG Venues & Teams Summit at Miamis Kaseya Center To Reunite In-Stadium Production Community

Agenda includes presentations from the Miami Heat, Inter Miami, Florida Panthers...

27/07/2026

Behind The Mic: CBS Sports Bolsters College Football Analyst Team

Behind The Mic provides a roundup of recent news regarding on-air talent, including new deals, departures, and assignments compiled from press releases and repo...

27/07/2026

PBR Goes Animated With BS: Bull Stories, Giving Its Bucking Bulls a Voice

Ten one-minute shorts will roll out across CBS, The CW, Paramount+ during the 2026 PBR Teams season PBR is officially moving into scripted animation. The Profe...

27/07/2026

Vochlea announce DubBox

New app turns vocal percussion into polished loops Vochlea, the company behind the voice-to-MIDI instrument Dubler 2, have just announced the launch of a ne...

27/07/2026

Sonora Cinematic launch Pure 12-String for Soundbox

Latest MPE-capable instrument completes Pure Trilogy line-up Sonora Cinematic have just released the third and final instalment in their series of acoustic ...

27/07/2026

fedDSP introduce Opto compressor plug-in

Emulates four varieties of optical compression The latest addition to the fedDSP line-up has just been announced, and packs four distinct optical compressor...

27/07/2026

Drawmer reveal the OC1 & FC1

Optical & FET compressors join 500-series line-up At our recent GearExpo UK show, we heard from Drawmer that they would soon be launching a pair of new 500-...

27/07/2026

T-Mobile Tops Ookla's Mobile Network Rankings

Share Copy link Facebook X Linkedin Bluesky Email...

27/07/2026

Pebble to Feature Virtualization, Cloud-Based Playout Tech at IBC

Share Copy link Facebook X Linkedin Bluesky Email...

27/07/2026

NBCU Telemundo Turns To Chyron PRIME 5 For World Cup Graphics

Share Copy link Facebook X Linkedin Bluesky Email...

27/07/2026

Lightware Adds SNMPv3 Monitoring to Taurus Devices

Lightware announces SNMPv3-based monitoring support for selected Taurus devices, available from firmware v1.20.0. The update enables IT administrators and AV in...

27/07/2026

Mediagenix Showcases the Real-Time Media Enterprise at IB...

Mediagenix, a global leader in smart content solutions to profitably connect the right content to the right audience, will showcase its vision for the Real-Time...

27/07/2026

Official trailer: Gugu Mbatha-Raw stars in Sky Original supernatural thriller Possession

All episodes available Thursday 6 August on Sky and streaming service NOWMonday ...

27/07/2026

Seven paradoxes shaping the next era of media production - Episode 4

Why Confidence MattersIn this series, we explore the technologies, architectures and operational realities shaping modern media operations. Along the way, we ex...

27/07/2026

Apple brings AppleCare One to the UK, streamlining coverage - UPDATE - Posted on 27 July 2026

Apple today announced AppleCare One - a new way for customers to protect multipl...

27/07/2026

944,000 VIEWERS WATCH RT'S COVERAGE OF MAYO'S HISTORIC WIN, AFTER A 75 YEAR WAIT TO LIFT THE SAM MAGUIRE

Yesterday witnessed truly memorable scenes in Croke Park, bringing the curtain d...

27/07/2026

SES Statement On FCC Upper C-band Auction Decision

Luxembourg, July 27, 2026 - SES, a leading space solutions company, issued the following statement following the U.S. Federal Communications Commission approval...

27/07/2026

Industry Leaders Unite in Open Secure AI Alliance for AI Safety and Security

Open source software is a critical pillar of the global economy. It underpins cloud computing, financial services, manufacturing, telecommunications, government...

26/07/2026

Audio Vivid: A New Destination for Immersive Audio

What is Audio Vivid? A New Destination for Immersive Audio Over the past several years, immersive audio has evolved from a niche production consideration into a...

26/07/2026

NVIDIA Harnesses Vera CPU to Speed Up Design of Next-Generation CPUs and GPUs

The complexity of modern chip design continues to grow as engineering teams work to develop increasingly sophisticated CPUs, GPUs and AI systems. To help meet t...

25/07/2026

Vochlea introduce DubBox

New app turns vocal percussion into polished loops Vochlea, the company behind the voice-to-MIDI instrument Dubler 2, have just announced the launch of a ne...

25/07/2026

Study: T-Mobile Remains Best Mobile and Fastest 5G Network

Share Copy link Facebook X Linkedin Bluesky Email...

25/07/2026

Mark Bridges to Lead CableLabs

Share Copy link Facebook X Linkedin Bluesky Email...

25/07/2026

Total YouTube Views for All FIFA World Cup Content Top 200 Billion

Share Copy link Facebook X Linkedin Bluesky Email...

25/07/2026

Pebble To Address Future Of Media Operations At IBC 2026

Share Copy link Facebook X Linkedin Bluesky Email...

25/07/2026

Paramount Agrees to Pause Warner Bros. Discovery Deal

Share Copy link Facebook X Linkedin Bluesky Email...

25/07/2026

Export FCP7 to XML Without Needing FCP7 Installed

Export FCP7 to XML Without Needing FCP7 Installed Dave Rice July 24, 2026 0 Comments I've created an open source tool that allows you to export FC...

25/07/2026

Documentary Sell Your House Edited with DaVinci Resolve Studio

Documentary Sell Your House Edited with DaVinci Resolve Studio Brie Clayton July 24, 2026 0 Comments Filmmakers post feature documentary from opposite...

25/07/2026

Time to Act: Bringing a New Opera to Life

Time to Act: Bringing a New Opera to Life Boston Conservatory at Berklee vocal arts students played a vital role in shaping the opera's creative developme...

25/07/2026

Beyond the Score

Beyond the Score For Dean of Music Kevin Haden, the boundless possibilities of classical music begin with process. July 24, 2026 By Kevin Haden Michelle ...