Pathway (www.pathway.com) (@pathway

Pathway (www.pathway.com)

289 posts

Pathway (www.pathway.com)

@pathway_com

Building AI architectures and models that autonomously and continually learn, evolve, and reason.

Palo Alto, CA

Joined June 2011

Pathway (www.pathway.com) reposted
Probability and Statistics
@probnstat
May 27
Last week’s Post-Transformer debate post raised one question: Can long term memory become part of the architecture? It points to one promising mathematical idea behind Post Transformer AI: Linear attention in high dimension with persistent state. In a standard Transformer,
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Pathway (www.pathway.com) reposted
Hervé Cuviliez - Id4.vc
@hervecuviliez
Jun 11
Exactly why I’m so bullish on @pathway_com. 🧠 Next-Gen AI ⚡️ Incredible performance 🔋 Ultra compute-efficient
Thierry from arvy 🇨🇭
@ThierryBorgeat
Jun 10
Citadel Securities just put institutional weight behind what the AI bulls won't say out loud. In a new macro note titled "Tokenomics," Citadel makes the argument plainly: even the most powerful technology on earth still has to pass through the boring discipline of cost curves,
202
Pathway (www.pathway.com) reposted
Zuzanna Stamirowska
@zuzanna_pathway
Jun 8
There are co-founders. Then, there are friends. And then, there is @JChorowski. Jan Chorowski and his story. From working on attention at MILA, through speech to Google Brain, all the way to BDH.
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Pathway (www.pathway.com) reposted
Rohan Paul
@rohanpaul_ai
May 29
This is probably the most entertaining way to understand one of AI’s hardest AI debates. Transformer vs Post-Transformer, argued by leading researchers, inside a real physical boxing ring. Both technically deep and genuinely entertaining. I was glued for the entire 1 hour 20
00:00
89K
Pathway (www.pathway.com) reposted
Zuzanna Stamirowska
@zuzanna_pathway
Jun 1
200K+ views and counting! The Transformer vs Post-Transformer debate, convened by @pathway_com Ft @lukaszkaiser, @adrian_pathway, @YesThisIsLion, @mlech26l, @dexhorthy, and me. Watch on YouTube: youtube.com/watch?v=hCjoML… Follow along for the next one.
4.9K
Pathway (www.pathway.com) reposted
Zuzanna Stamirowska
@zuzanna_pathway
May 28
“We have not yet had a PageRank moment for intelligence.” We’ve got so many comments and questions about this statement delivered by @adrian_pathway during our recent Transformer vs Post-Transformer debate with @lukaszkaiser @YesThisIsLion @mlech26l - thanks! Let’s dig into
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Pathway (www.pathway.com)
@pathway_com
May 29
Here's a great starting point for you to understand the Transformer vs Post Transformer Debate convened by @zuzanna_pathway! Credits @rohanpaul_ai.
Rohan Paul
@rohanpaul_ai
May 29
This is probably the most entertaining way to understand one of AI’s hardest AI debates. Transformer vs Post-Transformer, argued by leading researchers, inside a real physical boxing ring. Both technically deep and genuinely entertaining. I was glued for the entire 1 hour 20
00:00
77K
Pathway (www.pathway.com) reposted
Zuzanna Stamirowska
@zuzanna_pathway
May 19
The full Transformer vs Post-Transformer debate is live. 80 minutes. Seven rounds. No slides. Real disagreement. @lukaszkaiser came to defend the Transformer. @adrian_pathway, @YesThisIsLion, and @mlech26l made the case for what comes next. 00:00 Contenders enter the ring 06:30
00:00
1.4M
Pathway (www.pathway.com) reposted
Probability and Statistics
@probnstat
May 21
One deep learning debate every AI researcher should care about: Transformers vs Post Transformers. At the surface, it sounds like an architecture fight. Mathematically, it is about scaling laws, memory, online learning in frontier models, and hardware limits. That is what made
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