Supply & Demand Chain Executive的动态

When should you be thinking copilot vs. full automation? Here’s some interesting data from ContextualAI via Time’s Will Henshall (link in comments) that examines AI task performance vs. human performance. As you can see, 2016 was a big year for AI surpassing human performance. Additionally we can expect to see the tasks enabled by Gen AI / LLM to surpass human performance in 2024-2025. Sidebar: Engineering friends… I hear you on LLM-generated code. You’ll noticed that’s the laggard of the tasks being analyzed. So when should you be thinking copilot vs. full automation? The simple answer renames that copilots are more appropriate when effective AI performance objectively lags behind human performance. The curveball here is that I do wonder if it would be appropriate to include augmented human (human + AI) benchmarks in studies like this.

I am looking forward to an insightful conversation on Supply Chain Now with Scott Luton, Steve Barber, and Shawn Piper from Uber Freight. We’ll dive into how the latest TMS technologies and AI can revolutionize logistics.? Don't miss out on these invaluable insights! #OperationalExcellence #AI #Webinar #Transportation

This is some really cool emotionally intelligent AI called Hume. See my first 10-minute experiment. You can hear immediately how this type of emotionally intelligent AI layer will infuse on every part of business interactions - from customer service discussions to software demo's. #leadamovement #emotionalai

AI is moving faster than I expected.

A few weeks ago, I had the chance to attend Coatue’s annual conference. There was a phenomenal line-up of speakers, including Satya Nadella! The event was off the record, so I’m not allowed to share all the details. But, as you can imagine, the hottest topic was the future of AI. This conference did a lot to make me more optimistic than ever about the truly game-changing applications of AI we’re all about to see in the next decade. It’s tough to be optimistic about AI when (especially in GTM tech) we see a lot of smoke-and-mirrors type AI tools that are going to “eliminate SDRs” or other hyperbolic statements. The end result is everything looks and sounds like a fun toy or passing fad. In reality, AI is already changing things meaningfully by augmenting sellers (not replacing) and it’s going to accelerate further. The way we think about AI at Pocus is how we can solve real challenges (vs. build AI and then find the problem to solve). Some examples of what this looks like at Pocus today: 1/ Help customers scrape data from 3rd party sources and combine with their 1st party data without writing code 2/ Analyze historical conversion rates to recommend playbooks to increase pipeline 3/ Synthesize signals to prioritize, research, and action leads Lots more in the works, so stay tuned… ??

Shipping AI products starts w/ defining a customized benchmark for your use case. This is effectively the spec for an LLM-driven product; defining it will become the core of how AI PM is done, and revolves around curating data. No auto-eval tricks will let you skirt this!

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We're seeing a lot of people using Improvability AI for more user cases than we initially intended. One was someone paying a lot for TrusTrace to do supply chain analysis. They thought instead they would just throw a lot of supplier docs into a private doc library in Improvability and try to run the some of the same analysis they did on TrusTrace. And surprisingly we did pretty well in comparison - for a lot less cost. It's so interesting how #GenerativeAI is changing business models of legacy systems. It's hard to charge a fortune for things like TrusTrace when a much more flexible and state of the art system like ours exists... Tee Ganbold ?? David Aikman Daniel Ellison

Imagine a world where freight shipments move seamlessly without the usual headaches. C.H. Robinson has cracked the code using generative AI. This new technology automates every step of a shipment's lifecycle. No more confusing paperwork or delays. Just smooth, efficient operations that save time and reduce stress. If you run a business that relies on shipping, this breakthrough could change everything for you. Want to stay ahead of the curve? Follow me for more insights on how generative AI is reshaping industries like freight logistics! Let’s connect—DM me if you have a project in mind! #generativeai #logistics #automation #businessinnovation

Aways been fascinated by how AI can simplify life—especially when it’s local and fully customized. Likewise, excited about Combo i.e. LangGraph + Ollama with Llama 3.1! Imagine building your own pizza recommendation agent using Reddit data, all done locally. ???? It’s a glimpse into the future of AI that’s private, efficient, and within your control. Curious to see it in action? ?? https://lnkd.in/g8JEK9EE