On July 10th Beijing time, a key quarter-final match of the 2026 FIFA World Cup concluded. The French national team defeated Morocco 2-0, with goals from Kylian Mbappé and Ousmane Dembélé, becoming the first team to advance to the semi-finals of this tournament.

This victory continues France's streak of demonstrating formidable competitiveness in the knockout stages across multiple World Cups. Facing a Moroccan side that has consistently delivered surprises throughout this competition, the French team displayed a more mature ability to capitalize on crucial opportunities in this pivotal match. In the 60th minute, Mbappé broke the deadlock with a curling shot into the far corner. This marked his 8th goal of the tournament, tying him with Lionel Messi for the top spot on the current World Cup scoring chart. Just six minutes later, Dembélé doubled the lead with a low, driven strike, effectively securing the victory for France.

This encounter adds another chapter to the World Cup history between these two nations. In the previous tournament, Morocco made a historic run to the semi-finals, becoming the first African team ever to reach that stage, only to be defeated 2-0 by a France side led by Mbappé. Four years later, the teams met again in the knockout phase, with France once again emerging victorious.

For Morocco, while their journey has ended, their remarkable campaign—which included eliminating the Netherlands, defeating host nation Canada, and ultimately reaching the quarter-finals—has firmly established this North African powerhouse as one of the most iconic underdog stories of this World Cup. With Morocco's exit, the tournament now enters the true final four stage.

Rising Stakes in the Final Phase

As the competition reaches the semi-finals, the margin for error shrinks dramatically. Every attacking move, every officiating decision, and every in-game adjustment can determine a team's fate. In what is being hailed as the "first AI World Cup," these critical moments are being continuously recorded, analyzed, and presented with the aid of AI technology.

Lenovo's AI Infrastructure for the Tournament

As an official FIFA technology partner, Lenovo Group (HKG: 0992) has leveraged its end-to-end, full-stack AI capabilities to construct a comprehensive technological foundation for this World Cup. This system covers tournament operations, team preparation, broadcast production, officiating explanations, and fan experience. All Lenovo hardware has been fully deployed across all World Cup venues, with the various AI solutions running consistently and reliably.

Supporting Team Preparation and Analysis

In the realm of team preparation, Lenovo's FIFA AI Pro—a football AI super-agent—continues to serve the participating teams. As the tournament progresses into the semi-final stage, the pace of match analysis and opponent research has intensified. Recent data shows that 14 teams have utilized FIFA AI Pro for tactical analysis, completing 123 analytical queries in a single day. This provides crucial data support for teams in the latter stages of the knockout rounds for their preparation, post-match review, and scouting of opponents.

Enhancing Broadcasts and Officiating Clarity

For match broadcasts and officiating explanations, Lenovo's 3D digital human visualization solution has been employed throughout all matches of this World Cup. The solution has created unique digital models for all 1,263 participating players, capable of realistically recreating player dimensions, posture, movement trajectories, and spatial relationships in three-dimensional animation. This provides a more intuitive and transparent representation of complex decisions such as offside calls and physical contact.

Concurrently, Lenovo's proprietary AI-powered referee-view video enhancement system continues to capture key World Cup moments. Utilizing AI for real-time image stabilization and enhancement, global fans can experience the pivotal moments of the knockout stages—from defensive transitions and physical challenges to goal-scoring sequences—through a stable, clear, first-person perspective from the match officials.

This system is reported to be at an industry-leading level, with two core patents filed. Compared to the industry standard video processing delay of 6 to 15 seconds, Lenovo has compressed this delay to under 2 seconds. The system also achieves an average 50% and peak 70% image stabilization effect, while keeping the proportion of cropped, shaky footage below 11%. This marks the first time a referee's first-person view has been deemed suitable for global live World Cup broadcast.

Optimizing Tournament Operations

On the operational front, the intelligent command center supported by Lenovo continues to serve FIFA's core functions. Current data indicates the command center serves 150 to 200 users daily. The system generates AI-powered operational reports that include predictive planning, and, combined with capabilities like venue digital twins, conducts real-time monitoring of tournament operations. This assists the event operations team in more efficiently completing data analysis, match scheduling, and management decisions.

Elevating the Fan Experience

Furthermore, Lenovo's AI is continuously enhancing the spectator experience. To date, the Hologram interactive feature has facilitated over 6,202 selfie interactions, while the Smart Wayfinding service has assisted nearly 750,000 users. These technologies continue to serve global fans, media, and event staff, transforming the World Cup from just a football tournament into a significant showcase for the practical application of AI technology in a premier global sporting event.

Managing the Tournament Lifecycle

As the knockout rounds advance, the technical support operations have entered a new phase. Technical equipment decommissioning has been completed in the Guadalajara, Monterrey, and San Francisco Bay Area venues, with the process ongoing in an orderly manner in Toronto, Houston, and Philadelphia. The overall technical operation of the World Cup remains stable, demonstrating Lenovo's technical service capabilities in the full lifecycle management of deployment, operation, maintenance, and decommissioning across multiple global venues.

With France securing the first semi-final spot, the countdown to the World Cup's final matches has officially begun. The clashes between the remaining elite teams will intensify, and the path to the championship will become clearer. Lenovo's AI technology will continue to provide intelligent, efficient, and stable support for team preparation, tournament operations, broadcast production, and the fan experience, safeguarding the critical moments in the concluding stages of the World Cup.