"2024 Tech Forecast: AI Innovations and Big Data Trends Transforming Lives"
Originally Published 2 years ago — by insideBIGDATA
Snowflake's industry predictions for 2024 highlight the challenges and advancements in the field of generative AI. Concerns include managing negative impacts such as job loss and deep fakes, while ethical AI guardrails are expected to emerge more rapidly than in past tech upheavals. Large language models (LLMs) will become more common, but smaller, specialized models (MLMs) will be favored for efficiency. AI will become an integral work assistant, boosting productivity by up to 30% for developers. Data engineering and science roles will evolve to be more critical and engaging, while BI analysts will need to uplevel their skills. The generative AI revolution will also drive the creation of new apps and experiences, with open source teams gaining more impact through AI assistance. The hallucination problem in AI is predicted to be largely solved, facilitating broader adoption in enterprise settings. Open source contributions to generative AI are expected to parallel corporate efforts, with significant developments in the field.