Beyond Nvidia: the search for AI's next breakthrough | National ...
For a few days, AI chip juggernaut Nvidia sat on the throne as the world's biggest company, but behind its staggering success are questions on whether new entrants can stake a claim to the artificial intelligence bonanza.
Nvidia, which makes the processors that are the only option to train generative AI's large language models, is now Big Tech's newest member and its stock market takeoff has lifted the whole sector. Even tech's second rung on Wall Street has ridden on Nvidia's coattails with Oracle, Broadcom, HP, and a spate of others seeing their stock valuations surge, despite sometimes shaky earnings.
The Current Landscape
Amid the champagne popping, startups seeking the attention of Silicon Valley venture capitalists are being asked to innovate -- but without a clear indication of where the next chapter of AI will be written.
When it comes to generative AI, doubts persist on what exactly will be left for companies that are not existing model makers, a field dominated by Microsoft-backed OpenAI, Google and Anthropic. Most agree that competing with them head-on could be a fool's errand.
The Shift towards Specialization
One of the fields ripe for the taking is chip design, with AI demanding ever more specialized processors that provide highly specific powers. Rebecca Parsons, CTO at tech consultancy Thoughtworks, highlighted the need for more specialized processing for the many demands of AI.
Providing more specialized processing for the many demands of AI is an opportunity seized by Groq, a hot startup that has built chips for the deployment of AI as opposed to its training, or inference -- the specialty of Nvidia’s GPUs.
The Future of AI
Another opportunity will come from highly specialized AI that will provide expertise and know-how based on proprietary data which won’t be co-opted by voracious big tech. This is the basis of Cohere, another of Silicon Valley's hottest startups that pitches specifically-made models to businesses that are skittish about AI veering out of their control.
As the quest for AI's next breakthrough continues, the industry remains on the lookout for innovations that will shape the future of artificial intelligence beyond the dominance of Nvidia and existing model makers.
Originally published on doc.afp.com, part of the BLOX Digital Content Exchange.
