BRN Discussion Ongoing
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stuart888
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Deeper:
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Last week, I described four design patterns for AI agentic workflows that I believe will drive significant progress: Reflection, Tool use, Planning and Multi-agent collaboration. Instead of having an LLM generate its final output directly, an agentic workflow prompts the LLM multiple times, giving it opportunities to build step by step to higher-quality output. Here, I'd like to discuss Reflection.
It's relatively quick to implement, and I've seen it lead to surprising performance gains. You may have had the experience of prompting ChatGPT/Claude/Gemini, receiving unsatisfactory output, delivering critical feedback to help the LLM improve its response, and then getting a better response.
What if you automate the step of delivering critical feedback, so the model automatically criticizes its own output and improves its response? This is the crux of Reflection.
ake the task of asking an LLM to write code. We can prompt it to generate...
Four design patterns for AI agent workflows | Andrew Ng posted on the topic | LinkedIn
Last week, I described four design patterns for AI agentic workflows that I believe will drive significant progress: Reflection, Tool use, Planning and… | 124 comments on LinkedIn
Last week, I described four design patterns for AI agentic workflows that I believe will drive significant progress: Reflection, Tool use, Planning and Multi-agent collaboration. Instead of having an LLM generate its final output directly, an agentic workflow prompts the LLM multiple times, giving it opportunities to build step by step to higher-quality output. Here, I'd like to discuss Reflection.
It's relatively quick to implement, and I've seen it lead to surprising performance gains. You may have had the experience of prompting ChatGPT/Claude/Gemini, receiving unsatisfactory output, delivering critical feedback to help the LLM improve its response, and then getting a better response.
What if you automate the step of delivering critical feedback, so the model automatically criticizes its own output and improves its response? This is the crux of Reflection.
ake the task of asking an LLM to write code. We can prompt it to generate...
In some ways, programming is simpler than NLP because of the limited vocabulary. However the syntax is a rectal ache.
Really? Then why don't they just come out and say it? You might be right, and maybe all those extra ML programmers are going to be working on thier use cases. Alternatively Accenture might take out a patent as a defense against their competitors. Cost of applying for a patent $10K, cost for producing some Akida2 chips $10M, so yeah, the odds are stacked against us.
Smoothsailing
Regular
public holiday off ridicules thinking
rgupta
Regular
Hi Isleki
I relisten to the conversation and would like to amend my views.
1. He said 'they were told jetson is here' which means DOD chose old technology over new
2. But then he also mentioned that akida they tried out was not custom made chip and they need for product only for visual identification purposes. And he further states if someone develop a chip as per DOD requirements that can change the whole landscape.
3. So yes you may be partially right as far as DOD is concerned and it proves brainchip will find it difficult to get adjusted without a god father.
But on the same hand that God father can take technology from brainchip and make a chip for DOD.
4. As a business no one is unknown to those type of issues and brainchip must of aware of the same as well.
So does we have someone that godfather in our portfolio ? Yes Intel is that godfather who will manufacture a customised chip for DOD and use our ip. ( My belief , everyone should DYOR)
5. So yes in the end he used the term valley of death for DoD policies and with jetson is on board confirms that includes akida as well.
Dyor
This podcast goes for an hour so might try and listen later. Happy Easter!
Information Systems Laboratories on LinkedIn: From the Crows' Nest: Advancing Cognitive Warfare: Unveiling Neuromorphic…
Check out the Association of Old Crows (AOC) podcast with ISL’s CEO Dr Joe Guerci. Covers a lot of ground! https://lnkd.in/gVjkSGpY
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Thanks TC...
That was an excellent Podcast, and some very interesting words expressed by Dr. Joe with regards Brainchip the company out of Australia !
Peter and I shared the odd laugh over the years about Brainchip being an Australian company with it's HQ being Perth, but I realize that we are really (now) a global company, with our HQ in California, spiritually it's always going to be Perth Western Australia.
With the amount of articles coming out now on Neuromorphic Computing, it's certainly just reconfirms what many of us have known for the last 9 years, we (Brainchip) have been way ahead of the mob, ALL thanks to our brilliant visionary, Peter, who without all his years and years of research and never give up attitude this dream may never have been possible, the Brainchip team and all shareholders are poised to reap the benefits of dreaming big and truly believing that one is only ever restricted by ones own lack of imagination.
Products and IP License agreements are coming, when ? sometime is my best guess
Tech.
Pom down under
Top 20
Just incase anyone like me was wondering what the valley of death meant, here is a basic understanding of the term of speech
www.plugandplayapac.com
5 Valleys of Death in Climate Tech Investing
Any entrepreneur knows that sufficient funding is the cornerstone to any startup’s success. The process of acquiring funding can be tricky, with a multitude of financial instruments to choose from. In many cases, funding can make or break a start-up. Even if the startup manages to raise a...
www.plugandplayapac.com
supersonic001
Regular
Renesas Electronics on LinkedIn: #aprilfoolsday #makeourliveseasier
Have you ever wished you could have more control over your mood and emotions? Introducing the latest innovation to our industry-leading MCU line-up portfolio…
Terroni2105
Founding Member
Lol it got me, I was immediately thinking BrainChip and Nviso until I got to the punchline
Renesas Electronics on LinkedIn: #aprilfoolsday #makeourliveseasier
Have you ever wished you could have more control over your mood and emotions? Introducing the latest innovation to our industry-leading MCU line-up portfolio…
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HopalongPetrovski
I'm Spartacus!
Not specifically BRN related but worth a look for anyone interested in the emergence of AI/ AGI and the technological singularity is a 2022 released movie I'm just watching called "The Artifice Girl". I'm watching on Apple TV but guess its available through multiple channels.
The initial premise is a bit icky (catching paedophile's) but worth sitting through as a set up for the evolving scenario.
Well made movie that feels very contemporary in this current age of chatbots, iterative machine learning and deep fake technology.
Happy easter and enjoy.
The initial premise is a bit icky (catching paedophile's) but worth sitting through as a set up for the evolving scenario.
Well made movie that feels very contemporary in this current age of chatbots, iterative machine learning and deep fake technology.
Happy easter and enjoy.
Mercedes-Benz AG on LinkedIn: #mercedesbenz
It’s about time! Our MBUX infotainment system strikes again with the innovative new Bark Assist feature. Imagine if your furry friend could interact with the…
DingoBorat
Slim
Hey @Diogenese, can you comment on this guy's view, that AKIDA was "only" (which was inferred) designed to do "image processing"?..
That comment, from 54:45min seemed just plain wrong and this is a smart guy..
But I guess it's hard to make a sensor, for Electronic Warfare...
While he had huge confidence for the Future of Neuromorphic chips, like AKIDA (even saying it was perhaps a bigger deal than all the hoopla surrounding ChatGPT!).
AKIDA, was obviously not as much of a "perfect match" to the technological advancements, they were pursuing, as say Prophesee..
(but this was using AKD1000).
As far as all the debate about whether BrainChip is in the Valley of Death (by Joe's definition, or not) I think it's obvious, that we have been traversing it, since our inception.
It's no small task, to get widespread adoption, of new technology, whether revolutionary, or not, but especially for revolutionary.
AKIDA, will and is achieving this "Biblical feat" though, in my opinion.
That comment, from 54:45min seemed just plain wrong and this is a smart guy..
But I guess it's hard to make a sensor, for Electronic Warfare...
While he had huge confidence for the Future of Neuromorphic chips, like AKIDA (even saying it was perhaps a bigger deal than all the hoopla surrounding ChatGPT!).
AKIDA, was obviously not as much of a "perfect match" to the technological advancements, they were pursuing, as say Prophesee..
(but this was using AKD1000).
As far as all the debate about whether BrainChip is in the Valley of Death (by Joe's definition, or not) I think it's obvious, that we have been traversing it, since our inception.
It's no small task, to get widespread adoption, of new technology, whether revolutionary, or not, but especially for revolutionary.
AKIDA, will and is achieving this "Biblical feat" though, in my opinion.
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Who'd have thunk Germans have a sense of humour?
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Mercedes-Benz AG on LinkedIn: #mercedesbenz
It’s about time! Our MBUX infotainment system strikes again with the innovative new Bark Assist feature. Imagine if your furry friend could interact with the…
Yeah, I heard that.
I think what he meant was that Akida can use inputs from all sensor for which there is an Akida compatible model library.
They would have needed to configure their data into a format suitable for Akida.
CHIPS
Regular
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Michael Novak on LinkedIn: Episode 31: BrainChip talks SpaceTech and Beyond with European Space Agency
big things in the pipe.......👍
He works for samsung.
Dyor
But in my opinion, he is referring to ESA and not to Samsung ... though ... there might be more or else why would he mention BrainChip?
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