There's a cost hiding in every AI stack.
It's not compute. It's not hosting.
We wrote about it → 🔗 ceramic.ai/blog/why-web-sear…
Search was built for humans. Agents aren't human.
They ask dozens of times per task — $5/1K doesn't work. $0.05/1K does. ⚡
That's why Ceramic.ai exists. Here's @AnnapPatterson discussing TeraGoogle (2006) --> Ceramic.ai (2026)
Check this out ... from the people that built teragoogle, here comes a new, revolutionary search layer for LLMs - one use case? Supervised Generation (watch here):
vimeo.com/1184898243?share=c…
#SearchMorePayLess #APIforLLMs #Search4LLMs
That's a wrap on #GTC2026 🎬
1 product launch. 1 sneak peek. 1 mission.
Search more. Pay less.
Thank you, San Jose. 🚀 #NVIDIAGTC
Day 4. The pattern holds:
"Here's what we pay for search."
"Here's what Ceramic charges."
"Wait — run the demo again."
"Now show me Supervised Generation."
Trustworthy AI isn't a feature. It's infrastructure. Ceramic + @nvidia Nemotron.
Booth #4035. #NVIDIAGTC 🚚💨
What would you build if search cost $0.05/1K queries?
Most teams we talk to don't just save money — they search more. Per request. Per agent step. Per user query.
More search → fewer hallucinations → better products.
Booth #4035. #GTC2026
The hidden bottleneck in enterprise AI = the cost of retrieving real-time information.
@CeramicSearch’s infrastructure cuts that cost by up to 100x while grounding outputs in verified web evidence.
Read more about us in the @TheAIJournal1:
aijourn.com/ceramic-ai-unvei…
LLMs are great at thinking, but not at knowing.
@CeramicSearch Supervised Generation x @nvidia Nemotron, gives AI what it’s missing - grounding AI outputs with verified citations✅ and confidence signals at enterprise scale.
Now in private beta — join the waitlist for early access.
➡️ Press Release:
businesswire.com/news/home/2…
➡️ Blog
ceramic.ai/blog/nemotronxcer…
"It's time to bring search in line with inference." — said our CEO @AnnapPatterson on @tbpn .
Yesterday, we unveiled our new Supervised Generation system powered by @nvidia that makes AI outputs verifiable with real-time search grounding, citations, and confidence signals built in.
Tune in to watch 👀 the🎥 clip here:
Here's the cost table nobody is talking about on their pricing💲page:
(Numbers from a prospective customer we talked to yesterday doing 1,250,000 queries pre month:)
LLM: $0.15/1K queries = $187.50/month
With another Search API: 1,250,000 queries/month = $10,000/month
With Ceramic Search API: $0.05/1K = $62.50/month
SAVINGS PER MONTH: $9,937.50 🤯
Search isn't a line item. It's your dominant cost.
Search More. Pay Less.
Booth #4035. #GTC2026
Day 2 at #GTC2026 in the books 😮💨!
Showed teams how we can save them 💸 on their search layer - starting NOW!
Demoed Supervised Generation to 100+ ppl — real-time fact-checking ✅ with @NVIDIA Nemotron.
Several "wait, run that again?" 100x cheaper? Verified facts? You have our OWN index ...🤯... where do I sign up?
Booth #4035 🍷 #NVIDIAGTC
Every AI claim. Grounded. Cited. Verified✅ .
@CeramicSearch Supervised Generation × @NVIDIA Nemotron.
➡️ Blog: ceramic.ai/blog/nemotronxcer…
Excited to share that @CeramicSearch's CEO/Founder @AnnapPatterson will be going on @TBPN at 1:20pm PT today to talk more about @CeramicSearch, designed for AI agents and LLMs. Make sure to tune in to hear how we're reversing the economics of search for the AI era at enterprise scale.
Happy Tuesday. On today's show:
- @ssankar (Palantir)
- @carrynointerest (PE)
- @giliraanan (Cyberstarts)
- @AnnapPatterson (Ceramic AI)
- @jakeloosy (Gecko Robotics)
See you on the stream.
Hot 🔥 take: Search costs 100x more than intelligence.
A smart LLM: $0.15/1K queries. A search API: up to $14/1K queries.
That math is broken ⚠️.
We just launched Ceramic Web Search. $0.05/1K queries. 40B+ index. As fast as 50ms.
Search more. Pay less. Booth #4035 #GTC2026
24 hours until #GTC2026 🎯
We've been heads-down building. Next week we’ll show you what.
Booth #4035. San Jose. #NVIDIAGTC4





