Explore the latest game-changing technologies set to revolutionize our world. Smaller language models are emerging as efficient alternatives to their larger counterparts, driving accessibility and sustainability. Generative AI is transforming search capabilities, as seen with Google's Gemini. There's also exciting news in healthcare with a promising new HIV medication showing great potential in trials. Finally, innovations in cleaner jet fuels and eco-friendly steel production highlight the aviation industry's commitment to reducing carbon emissions.
Small language models are emerging as efficient, climate-friendly alternatives to larger AI models, tailored for specialized applications in various industries.
The breakthrough HIV medication Lenacapavir, requiring administration only every six months, offers significant hope in the global fight against AIDS by 2030.
Deep dives
Breakthrough Technologies Selection Process
The process of selecting breakthrough technologies involves extensive collaboration among the staff at the MIT Technology Review. Each year, team members propose various technologies deemed to have breakthrough potential, which can include new medical treatments or innovative climate technologies. These suggested technologies are then debated and voted on, resulting in a diverse list that balances well-known innovations with newer concepts. The team prioritizes technologies that have reached significant regulatory milestones or have shown promising results in trials, ensuring a mix of optimism and awareness of potential impacts.
Emerging AI Innovations
Small language models are gaining attention as effective alternatives to larger AI models, particularly for specialized tasks. These smaller models do not require vast training data and are tailored for specific sectors, such as law or manufacturing, where focused knowledge is essential. Their efficiency may also lead to reduced energy consumption compared to larger counterparts, making them a more sustainable option for businesses. Notably, they could aid in tasks ranging from contract drafting to predictive maintenance, demonstrating their practical applications in real-world scenarios.
Advancements in Healthcare and Environmental Sustainability
A major breakthrough in the fight against HIV is the development of linacapavir, an injectable medication that requires administration only every six months. Clinical trials have shown it to be highly effective, providing significant hope in combating the spread of HIV worldwide, especially as global health goals aim to end AIDS by 2030. In addition to healthcare advancements, innovations in clean steel production are underway, particularly in a Swedish plant utilizing hydrogen from renewable sources. This method promises to significantly reduce carbon emissions, showcasing how technological progress can contribute to both health and environmental sustainability.
Each year, the journalists at the MIT Technology Review publish a list of 10 breakthrough technologies: these are things poised to hit a tipping point, and potentially change the way the world works.
Unsurprisingly, artificial intelligence remains a big breakthrough. While 2024 was the year of large learning models, small learning models top Technology Review’s list this year. These smaller models are more accessible, efficient, and could be better for the climate than their larger counterparts.
Also on the list is generative AI search, which is already implemented by Google with its Gemini language model. A new HIV medication called Lenacapavir, which has been shown to be incredibly effective in trials, is also on the list, along with cleaner, alternative jet fuels.
Joining Ira to talk through these and other items on the list is Amy Nordrum, executive editor of operations at MIT Technology Review based in Boston, Massachusetts.
Transcripts for each segment will be available after the show airs on sciencefriday.com.