I met a user from an antique land
Who said: Two squares of a clip of video
Stand in at the end of the search. Near them,
Lossly compressed, a profile with a pfp, whose smile,
And vacant eyes, and shock of content baiting,
Tell that its creator well those passions read
Which yet survive, stamped on these unclicked things,
The hand that mocked them and the heart that fed:
And on the title these words appear:
"My name is Ozymandias, Top Youtuber of All Time:
Look on my works, ye Mighty, and like and subscribe!"
No other video beside remains. Round the decay
Of that empty profile, boundless and bare
The lone and level page stretch far away.AI-RAN uses AI/ML for adaptive behaviors and optimizations in all these links.
For example, fine-grained RF and modulation details, called the channel state information (CSI), is constantly being exchanged between a phone and a base station. The volume of information creates transmission latencies. Using autoencoder models, this information can be semantically compressed to reduce its volume and decoded with high fidelity on the other side.
That's just one example. In the upcoming 6G, RAN will be "AI-native", using AI/ML everywhere. The standards may require AI accelerator chips in most base stations, NTN satellites, phones, and other elements.
I ask a version of this every six months or so, and usually the results are quite disappointing.
This time I had more credible replies than I have had in the past.
Here's my thread with highlights: https://twitter.com/simonw/status/1979254349235925084
And in a thread viewer for people who aren't signed into Twitter: https://twitter-thread.com/t/1979254349235925084
Some of the most impressive:
Datadog got <500ms latency for their language natural querying feature, https://twitter.com/_brimtown/status/1979669362232463704 and https://docs.datadoghq.com/logs/explorer/search/
Vercel run custom fine-tuned models on v0 for Next.js generation: https://vercel.com/blog/v0-composite-model-family
Shopify have a fine-tuned vision LLM for analyzing product photos: https://shopify.engineering/leveraging-multimodal-llms