Andy
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Andy
@andywhite.me
Startup Operations
Investing in San Diego
Data Science Centric Teams
Best use of AI in business:
Zain- Coding Agents
Sreekanth- Human Collaboration
Naveen- Deep Research to Prometheus
Jay- Service as a Software solutions
@mlcommoms.org @neuripsconf.bsky.social
#MLCommons #Endpoints2025 #NeurIPS2025
December 1, 2025 at 10:08 PM
"The move to AI on the edge will be driven by robotics." Naveen Rao w/ Unconventional AI
@mlcommoms.org @neuripsconf.bsky.social
#MLCommons #Endpoints2025 #NeurIPS2025
December 1, 2025 at 9:58 PM
Microsoft M12
Scaling AI is all about the:
Tokens per dollar per Watt curve.
Right now the biggest bottleneck is memory and next is energy.

@mlcommoms.org @neuripsconf.bsky.social
#MLCommons #Endpoints2025 #NeurIPS2025
December 1, 2025 at 9:38 PM
Microsoft M12
AI is so disruptive and evolving in a way that's so different than we thought it would it requires us to think about the future differently.
@mlcommoms.org @neuripsconf.bsky.social
#MLCommons #Endpoints2025 #NeurIPS2025
December 1, 2025 at 9:35 PM
Related to my post this morning:
www.linkedin.com/posts/leanst...

With a much different view... Here's what Microsoft's M12 is most interested in investing in:
December 1, 2025 at 9:33 PM
Currently, SaaS companies spend around 30% of top line revenue on sales and marketing.
@mlcommoms.org @neuripsconf.bsky.social
#MLCommons #Endpoints2025 #NeurIPS2025
December 1, 2025 at 9:24 PM
One of the first examples I've seen of a potential data co-operative network infrastructure from Luis Oala Co-Founder and Chief AI Officer w/ Brickroad brickroadapp.com

@mlcommoms.org
#MLCommons #Endpoints2025
December 1, 2025 at 7:56 PM
The AI Economy:

Luis Oala Co-Founder and Chief AI Officer w/ Brickroad brickroadapp.com

@mlcommoms.org
#MLCommons #Endpoints2025
December 1, 2025 at 7:32 PM
Getting into Agentic capabilities w/
Deepak Nathani- @dnathani.bsky.social
My question:
Are you seeing any personal AI solutions that would allow greater control over our information instead of giving it all to a foundation model LLM?
@mlcommoms.org
#MLCommons #Endpoints2025
December 1, 2025 at 6:15 PM
Next up:
Sean McGregor - Agentic Workstream Lead
@mlcommoms.org
#MLCommons #Endpoints2025
December 1, 2025 at 5:40 PM
Seems like @datascienceall1.bsky.social and @mlcommons.org should be working more closely together.
@dkanter.bsky.social
#MLCommons #Endpoints2025
December 1, 2025 at 5:36 PM
Looking forward to getting
@dkanter.bsky.social w/ @mlcommoms.org view on the velocity of LLM model releases.

TLDR: The pace is incredible and only increasing.
#MLCommons #Endpoints2025
December 1, 2025 at 5:22 PM
Kicking things off at @mlcommoms.org Endpoints. Big thanks to @qualcomm.bsky.social for hosting!
#MLCommons #Endpoints2025
December 1, 2025 at 5:16 PM
Hanging out at MLCommons Endpoints for the day. Taking a deep dive into the world of machine learning.
www.eventbrite.com/e/mlcommons-...

#MLCommons #Endpoints2025
December 1, 2025 at 4:56 PM
Open roles at several portfolio companies. Here's an example of who we're looking for in San Diego. #StartupSD #jobs #developers Personal.ai
https://buff.ly/4gk8lsn
January 31, 2025 at 5:02 PM
📣 Join the Ripples of Inclusion Virtual Book Launch!

My friend Carrie M. Sawyer has written an amazing book, Ripples of Inclusion, and we’re celebrating with a virtual event!

📅 Date: Tuesday, January 28, 2025
⏰ Time: 9 AM PST

✨ RSVP here
📚 Grab the book here
January 21, 2025 at 5:05 PM
Next up Nick Edwards w/ potato.ai @ HomeLab Demo Day @ #JPM2025
Imagine a world where we have 300,000,000 AI scientists. Building infrastructure and tools for autonomous science.
January 16, 2025 at 12:34 AM
Devacell presenting at HomeLab Demo Day @ #JPM2025.
Gene Therapy Delivery
January 16, 2025 at 12:01 AM
Checked in and ready to go at HomeLab Demo Day @ #JPM2025
January 15, 2025 at 11:14 PM
Here are a couple of my favorites from the night
January 15, 2025 at 3:40 AM
At the House of Web3 for the AI pitch night. 50 pitches in 90 min. It was a very well run event with impressive teams.
January 15, 2025 at 3:38 AM
kagentic
/ˈkāj(ə)ntik/
1. the need for a open protocol for agent to agent communications.
2. the open protocol for AI agent to agent transaction.
January 13, 2025 at 4:55 PM
Practical AI at work everyday in California.

"UC San Diego’s ALERTCalifornia camera network’s AI alerted the OCFA of an “anomaly” seen on video footage."

https://buff.ly/429iG7n
January 8, 2025 at 5:06 PM
Doing what you like doesn't mean always getting to do what you want.
November 27, 2024 at 5:06 PM
What does it mean to "know" something?
If you can recall it from memory is that enough?
What if you have instant access to a digital collective of memories?
Does that mean you know it?
November 25, 2024 at 5:07 PM