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The Ambient Research Hub

The Ambient Research Hub

Author: Travis Good

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A research hub powered by Ambient.xyz | A PoW L1 supplying hyperscaled verified inference on a 600B+ parameter model and its finetunes.
7 Episodes
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New models launch everyday, API costs are staggering and subscription costs are at an all time high. In the midst of all that, there is a fundamental problem: you have no way to tell what model worked for you. In this episode, Travis breaks down the core problems with un-verifiable inference and centralised AI systems.~~~Hosted by Travis Good, CEO & Co-Founder of ⁠⁠⁠⁠⁠⁠Ambient⁠⁠⁠⁠⁠⁠: an SVM-compatible PoW L1 that will serve as a cornerstone of the agentic economy. Ambient has raised $7.2M from a16z, CSX, Delphi Digital and Amber Group. It is 10x more efficient than incumbent crypto AI systems. Ambient believes AI is money and is working to democratize it. Find us on: ⁠⁠⁠⁠⁠⁠X⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠Youtube⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠LinkedIn⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠Ambient Chat⁠⁠⁠⁠⁠⁠Find Travis on: ⁠⁠⁠⁠⁠⁠X⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠Linkedin⁠⁠⁠⁠⁠⁠Find our Litepaper ⁠⁠⁠⁠⁠⁠here.
There are certain groups of people who have come to the conclusion that LLMs are not a sufficient way to prepare for the race towards AGI. There are also certain groups of people already preparing for AI doomsday. This has left a whole suite of people either in desolation, denial or constant fear-mongering. This episode is a categorical analysis of the situation at hand by Travis and what actually comes next for the AI race.~~~Hosted by Travis Good, CEO & Co-Founder of ⁠⁠⁠⁠⁠Ambient⁠⁠⁠⁠⁠: an SVM-compatible PoW L1 that will serve as a cornerstone of the agentic economy. Ambient has raised $7.2M from a16z, CSX, Delphi Digital and Amber Group. It is 10x more efficient than incumbent crypto AI systems. Ambient believes AI is money and is working to democratize it. Find us on: ⁠⁠⁠⁠⁠X⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠Youtube⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠LinkedIn⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠Ambient Chat⁠⁠⁠⁠⁠Find Travis on: ⁠⁠⁠⁠⁠X⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠Linkedin⁠⁠⁠⁠⁠Find our Litepaper ⁠⁠⁠⁠⁠here.
Multiple questions have been raised about the trustworthiness of AI platforms like ChatGPT or Gemini, specifically in accordance to their biases and data-collection mechanisms. This episode is Travis's answer to the the situation at hand and what is at stake.~~~Hosted by Travis Good, CEO & Co-Founder of ⁠⁠⁠⁠Ambient⁠⁠⁠⁠: an SVM-compatible PoW L1 that will serve as a cornerstone of the agentic economy. Ambient has raised $7.2M from a16z, CSX, Delphi Digital and Amber Group. It is 10x more efficient than incumbent crypto AI systems. Ambient believes AI is money and is working to democratize it. Find us on: ⁠⁠⁠⁠X⁠⁠⁠⁠ | ⁠⁠⁠⁠Youtube⁠⁠⁠⁠ | ⁠⁠⁠⁠LinkedIn⁠⁠⁠⁠ | ⁠⁠⁠⁠Ambient Chat⁠⁠⁠⁠Find Travis on: ⁠⁠⁠⁠X⁠⁠⁠⁠ | ⁠⁠⁠⁠Linkedin⁠⁠⁠⁠Find our Litepaper ⁠⁠⁠⁠here.
AI will become a race to the bottom with infrastructure providers and their incentives without Verified Inference. It all boils down to memory & salience: both of which are crucial for the agentic world we are about to inherit. This episode is a rundown of the same.~~~Hosted by Travis Good, CEO & Co-Founder of ⁠⁠⁠Ambient⁠⁠⁠: an SVM-compatible PoW L1 that will serve as a cornerstone of the agentic economy. Ambient has raised $7.2M from a16z, CSX, Delphi Digital and Amber Group. It is 10x more efficient than incumbent crypto AI systems. Ambient believes AI is money and is working to democratize it. Find us on: ⁠⁠⁠X⁠⁠⁠ | ⁠⁠⁠Youtube⁠⁠⁠ | ⁠⁠⁠LinkedIn⁠⁠⁠ | ⁠⁠⁠Ambient Chat⁠⁠⁠Find Travis on: ⁠⁠⁠X⁠⁠⁠ | ⁠⁠⁠Linkedin⁠⁠⁠Find our Litepaper ⁠⁠⁠here.
It is safe to say that most of us are blissfully unaware of what happens to the prompts we give our LLMs to work on. This episode is an insider look into how LLMs work and parse your words, what goes on behind the hood and how the final result you get is more ambiguous than ever.~~~Hosted by Travis Good, CEO & Co-Founder of ⁠⁠Ambient⁠⁠: an SVM-compatible PoW L1 that will serve as a cornerstone of the agentic economy. Ambient has raised $7.2M from a16z, CSX, Delphi Digital and Amber Group. It is 10x more efficient than incumbent crypto AI systems. Ambient believes AI is money and is working to democratize it. Find us on: ⁠⁠X⁠⁠ | ⁠⁠Youtube⁠⁠ | ⁠⁠LinkedIn⁠⁠ | ⁠⁠Ambient Chat⁠⁠Find Travis on: ⁠⁠X⁠⁠ | ⁠⁠Linkedin⁠⁠Find our Litepaper ⁠⁠here.
This episode is an explainer of Verified Inference and it's importance by Travis Good, CEO & Co-Founder of Ambient. He believes that most people hear “verified inference” and assume it’s marketing...but it isn’t. It is a precise question: can you prove that this exact model, in this exact state, produced this answer, at this time, without killing throughput? ~~~Hosted by Travis Good, CEO & Co-Founder of ⁠Ambient⁠: an SVM-compatible PoW L1 that will serve as a cornerstone of the agentic economy. Ambient has raised $7.2M from a16z, CSX, Delphi Digital and Amber Group. It is 10x more efficient than incumbent crypto AI systems. Ambient believes AI is money and is working to democratize it. Find us on: ⁠X⁠ | ⁠Youtube⁠ | ⁠LinkedIn⁠ | ⁠Ambient Chat⁠Find Travis on: ⁠X⁠ | ⁠Linkedin⁠Find our Litepaper ⁠here.
Introducing Ambient: an SVM-compatible PoW L1 that will serve as a cornerstone of the agentic economy. Ambient has raised $7.2M from a16z, CSX, Delphi Digital and Amber Group. It is 10x more efficient than incumbent crypto AI systems. Ambient believes AI is money and is working to democratize it. This episode is an introduction to Ambient and Verified Inference that powers it. It also goes on to describe how Ambient pairs a new consensus proof of work algorithm called “proof of logits” (PoL) with the Proof Of History (PoH) architecture described in the Solana white paper. The result is a highly efficient blockchain architecture that guarantees known good output when running a high quality base model.~~~Hosted by Travis Good, CEO & Co-Founder of Ambient. Find us on: X | Youtube | LinkedIn | Ambient ChatFind Travis on: X | LinkedinFind our Litepaper here.
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