AI in Games
Generative AI in development, operations and the games themselves.
68 documents
Game Developers Conference · 2024
ReportState of the Game Industry 2024
The global game industry entered 2024 in a state of profound volatility, defined by a painful market correction following post-pandemic overexpansion. This period of instability is marked by widespread layoffs affecting one-third of the workforce and a surge in studio closures linked to rapid corporate conglomeration. While North America remains the primary hub for development and PC continues to be the dominant platform, the workforce is increasingly preoccupied with job security and the ethical implications of emerging technologies. Generative AI has seen rapid adoption, with nearly half of developers utilizing these tools, yet 84% express deep concern regarding copyright infringement and the potential for further job displacement. Labor dynamics are shifting as developers react to economic pressures and perceived corporate mismanagement. Support for unionization has climbed to 57%, with particularly high enthusiasm among younger professionals aged 18 to 24 who are grappling with inflation and precarious employment. This desire for collective bargaining coincides with a growing rejection of mandatory return-to-office policies and a decline in confidence regarding corporate diversity and sustainability initiatives. Furthermore, the technical landscape is fracturing; significant dissatisfaction with Unity’s recent policy changes has led one-third of developers to consider switching engines, often favoring open-source alternatives like Godot. Business models remain centered on digital premium downloads, favored by 51% of the industry, even as marketing strategies face disruption due to overwhelming negative sentiment toward major social media platforms like Twitter/X. Despite the internal turmoil, there is a measurable increase in the implementation of accessibility features, which now appear in nearly half of all projects. However, the industry’s demographic makeup remains largely stagnant, continuing to be predominantly White and male. Ultimately, the current landscape reflects a workforce caught between the necessity of financial stability through consolidation and a growing demand for systemic reform to address ethical, technical, and labor-related grievances.
DeNA Co., Ltd · 2023
ReportIntegrated Report: Value Creation Story 2023
DeNA is undergoing a fundamental strategic evolution, transitioning from a primary focus on entertainment and gaming toward a diversified "Serve" approach that addresses complex social issues. This shift leverages the company’s core competencies in internet technology and artificial intelligence to drive growth across healthcare, medical digital transformation, and urban development. While the capital market historically viewed the organization as a hit-driven game company, the current strategy emphasizes a multi-segment portfolio designed for sustainable, long-term value creation. This transformation is centered in Japan, particularly through its "Home Base" in Yokohama, but maintains a global reach through international medical platforms and strategic intellectual property partnerships. Financial performance in FY2022 reflects this transition, with consolidated revenue reaching ¥134.9 billion. While the game segment faced revenue declines, prompting a shift toward a global pipeline of major IP and partnerships with Nintendo and Shueisha, other sectors showed robust growth. The Live Streaming segment, bolstered by the Vtuber app IRIAM, and the Healthcare & Medical segment, driven by the expansion of the "Join" communication platform and a health database covering 18 million people, have become significant growth engines. The company aims for ¥20 billion in healthcare revenue by FY2024, utilizing M&A and medical IoT to capture a domestic market potential valued in the hundreds of billions of yen. The organizational structure supports this diversification through a sophisticated human capital strategy and a rigorous governance framework. DeNA emphasizes autonomous career development and internal mobility to optimize its workforce across sports, AI, and healthcare initiatives. Governance is maintained through a board with 43% independent representation and a performance-linked compensation structure that aligns management incentives with shareholder interests. Furthermore, the company has integrated sustainability and risk management into its core operations, monitoring climate-related emissions and maintaining robust cybersecurity protocols to protect its expanding digital and medical data ecosystems.
Konvoy · 2023
ReportGaming Industry Report: Q1 2023
The gaming industry experienced a resilient start to 2023, with a projected global market size of $201 billion, representing a 9% year-over-year increase. Public markets showed strength, with gaming-focused exchange-traded funds (ETFs) recording gains between 10% and 23% year-to-date. While private market venture funding saw a total of $761 million across 109 deals in the first quarter, activity remains concentrated in early-stage investments, as late-stage funding has slowed significantly compared to the peak levels of 2021. Geographically, Asia led global venture funding in the first quarter, followed by North America and Europe. Emerging markets such as Africa and South America saw sporadic but notable deal activity, highlighting a broader global interest in gaming infrastructure and content. Major industry players currently hold approximately $48 billion in cash and equivalents, suggesting a stable environment for potential future mergers and acquisitions despite ongoing regulatory scrutiny regarding large-scale consolidation. Key industry trends in early 2023 include the integration of artificial intelligence for asset generation and conversational tools, alongside a strategic shift by major tech firms toward cloud-based gaming infrastructure. Competitive dynamics are evolving as Epic Games introduces self-publishing tools to challenge Steam’s market dominance and integrates user-generated content into its Fortnite ecosystem. Furthermore, platforms like Roblox are successfully expanding their reach by aging up their user demographic. These developments, supported by a robust schedule of global industry conferences, indicate a focus on platform scalability, content diversification, and the optimization of developer tools to sustain long-term growth.
Newzoo · 2023
ReportHow UGC, AI, & Cloud Are Transforming Gaming
The gaming industry is currently undergoing a fundamental transformation driven by the social behaviors of Gen Alpha and Gen Z, over 90% of whom utilize gaming as their primary interactive outlet. This demographic shift has catalyzed the rise of User-Generated Content (UGC), artificial intelligence, and cloud infrastructure, collectively democratizing development and allowing indie titles to compete with AAA productions. The cloud gaming market is expanding rapidly, reaching nearly 400 million users within four years, while the integration of AI in gaming is projected to achieve a $4.2 billion valuation by 2029. UGC has emerged as a critical driver of retention, with dominant platforms like Roblox, Minecraft, and Fortnite accounting for 19% of total global playtime and distributing over $1.3 billion to creators in 2023. To overcome the technical and legal hurdles of content creation, the industry is increasingly turning to generative AI, a sector expected to reach $1.8 billion by 2025. These tools automate complex processes such as texture upscaling and level generation, lowering the barrier to entry for creators across diverse genres. While cloud technology offers the potential for real-time updates and massive concurrency, infrastructure limitations remain a significant bottleneck. Approximately 76% of players identify latency as a primary concern, suggesting that while 5G will eventually facilitate mass consumer adoption, the immediate utility of the cloud lies in B2B applications like secure playtesting and instant discoverability. The convergence of these technologies is ultimately moving the industry toward a live-service ecosystem of "endless games," where the boundaries between traditional media and interactive community-driven platforms continue to blur.
ERA · 2023
ReportCreative Industries in the UK Report
The United Kingdom’s entertainment market reached a historic peak of £11.1 billion in 2022, representing a 6.9% year-on-year increase and nearly doubling its total value since 2015. This growth is fundamentally underpinned by a comprehensive transition to digital consumption, with digital services now commanding a 91% market share across the video, music, and gaming sectors. While physical formats generally continue a long-term decline, specific niches such as vinyl and 4K UHD Blu-ray demonstrate notable resilience, with vinyl revenue surpassing CD sales for the first time this century. The video games sector remains the largest individual segment, valued at £4.66 billion. Digital software sales account for 90% of this spend, led by mobile gaming and console downloadable content. Although hardware sales faced challenges due to global supply chain constraints, the market remains robust, with digital sales for major titles like Elden Ring and FIFA 23 significantly outperforming physical retail. Similarly, the video market reached a record £4.43 billion, fueled by a 17.6% surge in subscription video-on-demand services. Approximately 68% of UK households now maintain an average of 2.5 streaming subscriptions, cementing the dominance of online distribution. The music industry mirrors these trends, with subscription streaming accounting for 84% of its £1.99 billion valuation. Interestingly, 2022 saw a nuanced recovery for physical retail as high-street specialists and independent shops experienced a 12.6% growth in sales following the normalization of post-pandemic trading. Despite this resurgence of local brick-and-mortar outlets, online channels still facilitate nearly 95% of total music spending. Strategic initiatives like Record Store Day and the implementation of advanced data tracking continue to support the industry's evolution, ensuring that both digital innovation and traditional retail advocacy remain central to the UK’s creative economy.
Inworld AI · 2023
ReportThe Future of NPCs
This analysis explores the evolving role of non-playable characters (NPCs) in the video game industry, arguing that while graphical and narrative technologies have advanced, NPC interactivity has remained stagnant. The central thesis posits that integrating advanced AI—specifically large language models and machine learning—is essential for maintaining player immersion and driving commercial growth. By moving away from static dialogue trees toward dynamic, situational awareness, developers can address long-standing player frustrations regarding repetitive behaviors and scripted limitations. Key findings indicate a significant market demand for sophisticated AI integration. Data shows that 84% of gamers view NPCs as vital to their experience, yet 52% are frustrated by repetitive dialogue. The transition to advanced AI NPCs appears to offer a clear financial incentive: 81% of players expressed a willingness to pay more for games featuring intelligent characters, and 79% stated they would be more likely to purchase a title with such features. Furthermore, 88% of respondents believe advanced AI would improve overall gameplay and immersion, suggesting that these technologies could increase player retention and session length. The scope of the research focuses on 1,002 U.S.-based gamers aged 16 to 50 who play at least five to eight hours per week across PC, console, mobile, and VR platforms. Methodology involved a 20-minute survey conducted by Bryter Research, which included a demonstration of generative AI NPC capabilities to gauge participant reactions. The findings suggest that while role-playing and sandbox genres stand to benefit most, there is a near-unanimous consensus (99%) among surveyed gamers that advanced AI NPCs represent a positive value add for the industry.
DeNA Co. · 2022
ReportDeNA Integrated Report 2022
DeNA is undergoing a strategic evolution to diversify its portfolio into two primary pillars: "Entertain," comprising Games and Live Streaming, and "Serve," focusing on Healthcare and Sports. This transition is supported by core competencies in artificial intelligence, agile in-house development, and a regional "Home Base" strategy centered in Yokohama. By leveraging high-potential technologies such as Web3 and health big data, the organization aims to balance stable cash flow from established entertainment properties with high-growth opportunities in medical data and global streaming markets. Financial performance in fiscal year 2021 reflects this transition, with profit attributable to owners reaching 30.5 billion yen and a return on equity of 13.2%. While the Game Business experienced a revenue decline to 74.7 billion yen due to a lack of new hits, the Live Streaming segment saw a 1.4x revenue increase, and the Healthcare segment achieved its first quarterly profit. Strategic capital moves, including the sale of approximately half of the company's Nintendo shareholdings and the acquisition of subsidiaries like IRIAM and DATA HORIZON, have been implemented to increase asset efficiency and expand the medical database to over 15 million insured individuals. Operational and governance structures have been modernized to support this multi-sector growth. The January 2022 establishment of a cross-departmental Product Development Department and a new Group Executive System aims to accelerate business execution and talent cultivation. Personnel strategies now emphasize specialized technical rankings to attract top-tier engineers, while executive compensation is increasingly linked to mid-to-long-term growth indicators. Looking ahead, the strategy focuses on releasing three to five global game titles annually, expanding the Pococha streaming service into the United States and India, and deepening the long-term strategic partnership with Nintendo to secure a robust global presence.
GDev · 2020
Report