Rocked #TheCube MWC23 yesterday with Azhar Sayeed!!! That's #Telco#Supercloud baby!
Glad to showcase our latest #intelligentautomation projects with market leading partners Red Hat, Intel Corporation, Fortinet, Keysight Technol…https://t.co/dA4iPdkseD https://t.co/gSZ6vb3BYq
@rao2z Given well documented weaknesses and costs of LLMs we reverse the relationship and ground LLM outputs with an ontology (domain knowledge and operational context) to verify deterministically. It eliminates training, minimize tuning and tokens to reduce costs & energy consumption.
@rao2z RAG and GraphRAG are primitive techniques. Throwing external context at an LLM in the hope the LLM will identify what's useful and improve the output has limited efficacy. The flimsy scaffolding also adds significant cost, complexity and overhead.
@tprstly Done! Thanks for the tip. It's like play whack-a-mole with who is selling/exploiting your data now. When are we going to get privacy-first legislation that requires clear disclosures and "opt-in". Folks that do opt-in should be able to monetize their personal data.
@EvanKirstel@doctorow Crazy in its implications, but hopefully a wake up call on privacy in this age of centralized information and centralized power. Lesson: If it can happen, it will happen.
@karpathy Network architectures were designed for resilience and each independent node should be designed for resilience. It reflects too much centralization, opaque dependencies, lack of IT best practices.
In this episode, we sit down with the CEO of EnterpriseWeb to explore the transformative power of their innovative technologies in driving digital transformation across various industries. We'll delve into the company's unique approach to addressing enterprise challenges, highlight key success stories, and discuss the strategic vision and partnerships that set EnterpriseWeb apart. Join us for an enlightening conversation that provides valuable insights into the future of enterprise solutions and the trends shaping the digital landscape.https://t.co/Pkn6Ev0fO3 #AI #GenerativeAI #EnterpriseArchitecture #developer #appdev
Virtually nobody is pricing in what's coming in AI.
I wrote an essay series on the AGI strategic picture: from the trendlines in deep learning and counting the OOMs, to the international situation and The Project.
SITUATIONAL AWARENESS: The Decade Ahead
Roadmap: AI Infrastructure
A new infrastructure paradigm, purpose-built for AI, is emerging to supercharge the next wave of enterprise data software in the age of AI. https://t.co/Bhm0J4jOOi #AI#ML#ArtificialIntelligence#MachineLearning#GenAI
@rao2z It's Plato's Allegory of the Cave - no one wants to see the light. It's easier to conform and watch the shadows projected on the back of cave wall. This is across all media. Stay on message, dumb it down, repeat endlessly.
The reality of AI hype is that there is little market for podcasts that are actually skeptical of the hype.. you get viewers and clicks by leaning into the hype.
There is no money in teaching people to be skeptical of their beliefs and oodles in the confirmation bias gig..
LLMs & Planning: Our story so far..
Can't plan: https://t.co/6vgNtIxdA9
CoT doesn't help: https://t.co/gHteff5mmk
ReAct doesn't help: https://t.co/fCM2GmnIfB
Can't self-verify: https://t.co/Uec8tiA2fT
Can help in LLM-Modulo: https://t.co/mREKgH8mxk
to be contd..