Report: Top 5 GenAI trends for 2024
December 19, 2023
Generative AI (GenAI) made significant progress in 2023, showcasing its prowess in crafting remarkably authentic content spanning text, imagery, and music. The evolution of this technology transcended traditional boundaries, infiltrating realms such as creative arts, automation, and tailored experiences.
An analysis of influencer discussions on social media platform X has unveiled a curated selection of focal themes within Generative AI. These insights pave the way for an insightful exploration of the anticipated trends poised to shape the narrative in 2024, reveals the Social Media Analytics Platform of GlobalData, the data and analytics company.
Smitarani Tripathy, Social Media Analyst at GlobalData, commented: “Influencers on X were enthusiastic about the progress of GenAI, especially about its capacity to create authentic and relevant content. The key areas for the coming year include innovation in open-source AI models, acknowledged for their transformative potential across sectors. Additionally, influencers emphasise the need for AI regulation and security measures, underscoring the significance of ethical AI application amid the dynamic AI landscape.”
1. Open-source models and LLM operating systems
Influencers expect 2024 as a revolutionary year for AI, marked by the ascent of open-source AI models and LLM operating systems, challenging the established models like GPT-4. They opine that these advancements will democratise access and spur innovation across various sectors, encouraging companies to embrace these technologies for enhanced productivity. However, influencers also highlight the challenges this shift brings, emphasising the need to address ethical concerns and strengthen security measures.
2. Stringent AI regulations
Influencers emphasise the need for ethical regulations in 2024. The rise of open-source AI models and applications in various sectors bring challenges, including data privacy and cybersecurity risks. Therefore, they advocate for responsible AI utilisation through stringent regulations and guidelines by organisations and governments to mitigate potential risks.
3. Entertainment and education with AI-generated videos
Influencers opine that 2024 marks a significant milestone in AI-generated videos, as they overcome the challenge of temporal consistency. This advancement leads to a longer, more coherent video content, a critical evolution in the field. Influencers see this as a revolutionary change, particularly for the entertainment and education industries, offering novel methods for creating and experiencing video content. This development is not just a step forward; itis a complete transformation of how we approach video production and engagement.
4. Expanding role of GenAI in cloud technology
Influencers expect 2024 to be a transformative year for the integration of AI and cloud technology, primarily driven by advancements in generative AI. They observe key shifts in the tech landscape as businesses, like Adobe, navigate the integration of new AI tools amid fluctuating sales. The emergence of open-source AI and LLM operating systems, challenging dominant models like GPT-4, indicates a move towards more accessible and varied AI applications in numerous sectors. This trend signifies a major evolution in technology, opening new paths for innovation and industry growth.
5, AI-driven security and threats
Influencers suggest that Generative AI will play a critical role in both enhancing cybersecurity and posing new threats in 2024. They see this technology as a double-edged sword, capable of fortifying defences against cyber threats while simultaneously enabling more sophisticated attacks. Influencers opine that organisations must prioritise advanced AI tools for robust security, while also preparing for the complex challenges brought by AI-enhanced cyber threats.