Gradient Flow
@gradientflow.com
Newsletter: https://gradientflow.substack.com/
Podcast: https://thedataexchange.media/
Blog: https://gradientflow.com/blog/
Podcast: https://thedataexchange.media/
Blog: https://gradientflow.com/blog/
Pinned
Gradient Flow
@gradientflow.com
· Jul 8
Your AI playbook for the rest of 2025
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gradientflow.substack.com
From #AI Hype to Business Reality: The 2025 Enterprise Playbook
🎯 The AI industry has reached an inflection point where practical implementation and domain expertise matter more than access to cutting-edge models
👉 gradientflow.substack.com/p/your-ai-pl...
🎯 The AI industry has reached an inflection point where practical implementation and domain expertise matter more than access to cutting-edge models
👉 gradientflow.substack.com/p/your-ai-pl...
🙌 Beyond Black Boxes: A Guide to Observability for Agentic AI
👉 gradientflow.substack.com/p/are-your-a...
👉 gradientflow.substack.com/p/are-your-a...
Are Your AI Agents Flying Blind in Production?
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gradientflow.substack.com
December 11, 2025 at 3:33 PM
🙌 Beyond Black Boxes: A Guide to Observability for Agentic AI
👉 gradientflow.substack.com/p/are-your-a...
👉 gradientflow.substack.com/p/are-your-a...
Why Your AI Tool Needs a "Tinkerability Knob" – Lessons from Designing for Kids
💡 Designing AI That Empowers Rather Than Replaces Young Creators
thedataexchange.media/stefania-dru...
💡 Designing AI That Empowers Rather Than Replaces Young Creators
thedataexchange.media/stefania-dru...
How to Build AI Copilots That Teach Rather Than Automate
Stefania Druga on Socratic Copilots, Math Misconceptions, and Multimodal AI on Phones.
thedataexchange.media
December 11, 2025 at 3:16 PM
Why Your AI Tool Needs a "Tinkerability Knob" – Lessons from Designing for Kids
💡 Designing AI That Empowers Rather Than Replaces Young Creators
thedataexchange.media/stefania-dru...
💡 Designing AI That Empowers Rather Than Replaces Young Creators
thedataexchange.media/stefania-dru...
🙏 Anthropic and the Linux Foundation for hosting the Agentic AI Foundation launch event (goose, MCP, Agents.MD)
December 10, 2025 at 11:33 PM
🙏 Anthropic and the Linux Foundation for hosting the Agentic AI Foundation launch event (goose, MCP, Agents.MD)
Cracking the Black Box 🔎 The Blueprint for Agentic Observability
✅ Don’t Let Model Churn Break Your AI Observability Stack
#AI #DevOps #LLM #AgentOps #AgenticAI
🎯 gradientflow.substack.com/p/are-your-a...
✅ Don’t Let Model Churn Break Your AI Observability Stack
#AI #DevOps #LLM #AgentOps #AgenticAI
🎯 gradientflow.substack.com/p/are-your-a...
Are Your AI Agents Flying Blind in Production?
Subscribe • Previous Issues
gradientflow.substack.com
December 10, 2025 at 3:39 PM
Cracking the Black Box 🔎 The Blueprint for Agentic Observability
✅ Don’t Let Model Churn Break Your AI Observability Stack
#AI #DevOps #LLM #AgentOps #AgenticAI
🎯 gradientflow.substack.com/p/are-your-a...
✅ Don’t Let Model Churn Break Your AI Observability Stack
#AI #DevOps #LLM #AgentOps #AgenticAI
🎯 gradientflow.substack.com/p/are-your-a...
How to Future-Proof Your Agentic AI Monitoring Strategy
🎯 Some of the best observability signals are already in your product: user feedback, task completion, tickets resolved, deals closed. Join those signals to specific agent traces.
→ gradientflow.substack.com/p/are-your-a...
🎯 Some of the best observability signals are already in your product: user feedback, task completion, tickets resolved, deals closed. Join those signals to specific agent traces.
→ gradientflow.substack.com/p/are-your-a...
Are Your AI Agents Flying Blind in Production?
Subscribe • Previous Issues
gradientflow.substack.com
December 9, 2025 at 10:06 PM
How to Future-Proof Your Agentic AI Monitoring Strategy
🎯 Some of the best observability signals are already in your product: user feedback, task completion, tickets resolved, deals closed. Join those signals to specific agent traces.
→ gradientflow.substack.com/p/are-your-a...
🎯 Some of the best observability signals are already in your product: user feedback, task completion, tickets resolved, deals closed. Join those signals to specific agent traces.
→ gradientflow.substack.com/p/are-your-a...
🆕 Observability Is Non-Negotiable for Agentic AI
✅ Agents require "semantic traces." You need to see the full narrative: the planning step, the tool retrieval, the reasoning, and the final output
#AI #DevOps #TechStrategy #AgentOps
gradientflow.substack.com/p/are-your-a...
✅ Agents require "semantic traces." You need to see the full narrative: the planning step, the tool retrieval, the reasoning, and the final output
#AI #DevOps #TechStrategy #AgentOps
gradientflow.substack.com/p/are-your-a...
Are Your AI Agents Flying Blind in Production?
Subscribe • Previous Issues
gradientflow.substack.com
December 9, 2025 at 3:38 PM
🆕 Observability Is Non-Negotiable for Agentic AI
✅ Agents require "semantic traces." You need to see the full narrative: the planning step, the tool retrieval, the reasoning, and the final output
#AI #DevOps #TechStrategy #AgentOps
gradientflow.substack.com/p/are-your-a...
✅ Agents require "semantic traces." You need to see the full narrative: the planning step, the tool retrieval, the reasoning, and the final output
#AI #DevOps #TechStrategy #AgentOps
gradientflow.substack.com/p/are-your-a...
✅ The Rise of the Multimodal Lakehouse in Production AI Systems
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
The Rise of the Multimodal Lakehouse
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gradientflow.substack.com
December 8, 2025 at 5:56 PM
✅ The Rise of the Multimodal Lakehouse in Production AI Systems
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
The End of the Wine Boom: What Happened?
🇺🇸 Among other challenges, tensions and retaliatory measures against U.S. trade policies have led Canadian retailers to pull American alcohol from their shelves 🇨🇦
www.wsj.com/podcasts/the...
🇺🇸 Among other challenges, tensions and retaliatory measures against U.S. trade policies have led Canadian retailers to pull American alcohol from their shelves 🇨🇦
www.wsj.com/podcasts/the...
California's Wine Industry Is in Crisis - The Journal. - WSJ Podcasts
The U.S. wine industry hasn’t had it this bad since Prohibition. WSJ’s Laura Cooper reports from Sonoma County, California, a major region for American wine production, on why growers are drowning in ...
www.wsj.com
December 5, 2025 at 10:12 PM
The End of the Wine Boom: What Happened?
🇺🇸 Among other challenges, tensions and retaliatory measures against U.S. trade policies have led Canadian retailers to pull American alcohol from their shelves 🇨🇦
www.wsj.com/podcasts/the...
🇺🇸 Among other challenges, tensions and retaliatory measures against U.S. trade policies have led Canadian retailers to pull American alcohol from their shelves 🇨🇦
www.wsj.com/podcasts/the...
Every AI Team Needs a Multimodal Lakehouse
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
The Rise of the Multimodal Lakehouse
Subscribe • Previous Issues
gradientflow.substack.com
December 5, 2025 at 3:32 PM
Every AI Team Needs a Multimodal Lakehouse
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
The AI revolution skipped structured data ... until now.
🎯 Enter relational foundation models: pre-trained transformers that treat any database as a graph, delivering state-of-the-art predictions without manual feature engineering
thedataexchange.media/jure-lescove...
🎯 Enter relational foundation models: pre-trained transformers that treat any database as a graph, delivering state-of-the-art predictions without manual feature engineering
thedataexchange.media/jure-lescove...
The AI Revolution Finally Comes to Structured Data
Jure Leskovec on Relational Foundation Models, Graph-Based AI, and No-Pipeline Predictions.
thedataexchange.media
December 5, 2025 at 3:28 PM
The AI revolution skipped structured data ... until now.
🎯 Enter relational foundation models: pre-trained transformers that treat any database as a graph, delivering state-of-the-art predictions without manual feature engineering
thedataexchange.media/jure-lescove...
🎯 Enter relational foundation models: pre-trained transformers that treat any database as a graph, delivering state-of-the-art predictions without manual feature engineering
thedataexchange.media/jure-lescove...
🎯 Why Your AI Team Needs a Multimodal Lakehouse
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
The Rise of the Multimodal Lakehouse
Subscribe • Previous Issues
gradientflow.substack.com
December 4, 2025 at 3:44 PM
🎯 Why Your AI Team Needs a Multimodal Lakehouse
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
⦿ Getting Your Data Infrastructure Ready for Multimodal AI and World Models
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ The PARK Stack Meets the Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
LLMs are great for text, but terrible for tables. Stanford Professor & Kumo.ai co-founder, Jure Leskovec, explains why "textifying" your data fails and introduces the Relational Foundation Model. 🧠 #DataScience #AI
thedataexchange.media/jure-lescove...
thedataexchange.media/jure-lescove...
The AI Revolution Finally Comes to Structured Data
Jure Leskovec on Relational Foundation Models, Graph-Based AI, and No-Pipeline Predictions.
thedataexchange.media
December 4, 2025 at 3:25 PM
LLMs are great for text, but terrible for tables. Stanford Professor & Kumo.ai co-founder, Jure Leskovec, explains why "textifying" your data fails and introduces the Relational Foundation Model. 🧠 #DataScience #AI
thedataexchange.media/jure-lescove...
thedataexchange.media/jure-lescove...
AVOCADOS
🥑🥑🥑 Aggrieved Victims Of Crushing Academic Debt Obligations
🥑🥑🥑 Aggrieved Victims Of Crushing Academic Debt Obligations
December 4, 2025 at 5:56 AM
AVOCADOS
🥑🥑🥑 Aggrieved Victims Of Crushing Academic Debt Obligations
🥑🥑🥑 Aggrieved Victims Of Crushing Academic Debt Obligations
The Rise of Multimodal Lakehouses
⦿ Modern AI applications must handle diverse data types
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
⦿ Modern AI applications must handle diverse data types
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
The Rise of the Multimodal Lakehouse
Subscribe • Previous Issues
gradientflow.substack.com
December 3, 2025 at 3:39 PM
The Rise of Multimodal Lakehouses
⦿ Modern AI applications must handle diverse data types
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
⦿ Modern AI applications must handle diverse data types
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
gradientflow.substack.com/p/the-rise-o...
The Rise of the Multimodal Lakehouse in Production AI Systems
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
🙌 gradientflow.substack.com/p/the-rise-o...
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
🙌 gradientflow.substack.com/p/the-rise-o...
The Rise of the Multimodal Lakehouse
Subscribe • Previous Issues
gradientflow.substack.com
December 2, 2025 at 11:08 PM
The Rise of the Multimodal Lakehouse in Production AI Systems
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
🙌 gradientflow.substack.com/p/the-rise-o...
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
🙌 gradientflow.substack.com/p/the-rise-o...
Why Your AI Team Needs a Multimodal Lakehouse
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
The Rise of the Multimodal Lakehouse
Subscribe • Previous Issues
gradientflow.substack.com
December 2, 2025 at 3:38 PM
Why Your AI Team Needs a Multimodal Lakehouse
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
⦿ Multimodal Lakehouse Patterns from Netflix, Runway, and CodeRabbit
⦿ Integrating the PARK Stack with a Multimodal Lakehouse
👉 gradientflow.substack.com/p/the-rise-o...
When small towns become reliant on ICE detention centers
🎬 Bloomberg documentary
youtu.be/0pV9-xYwjis?...
🎬 Bloomberg documentary
youtu.be/0pV9-xYwjis?...
How Trump’s Deportation Campaign Is Reshaping Small Town America
YouTube video by Bloomberg Originals
youtu.be
December 2, 2025 at 4:40 AM
When small towns become reliant on ICE detention centers
🎬 Bloomberg documentary
youtu.be/0pV9-xYwjis?...
🎬 Bloomberg documentary
youtu.be/0pV9-xYwjis?...
Time Series Foundation Models: What You Need To Know
#NeurIPS2025 #NeurIPS
gradientflow.substack.com/p/when-text-...
#NeurIPS2025 #NeurIPS
gradientflow.substack.com/p/when-text-...
When Text Helps Time Series (and When It Doesn’t)
Subscribe • Previous Issues
gradientflow.substack.com
December 2, 2025 at 1:40 AM
Time Series Foundation Models: What You Need To Know
#NeurIPS2025 #NeurIPS
gradientflow.substack.com/p/when-text-...
#NeurIPS2025 #NeurIPS
gradientflow.substack.com/p/when-text-...
“On a pedal bike, the chance of dying from an injury is about three-tenths of 1 percent … On an e-bike, the data indicated, it was 11 percent.”
🙌🏻 some e-bikes are basically motorcycles 🙌🏻
🏍️ www.nytimes.com/2025/11/30/m...
🙌🏻 some e-bikes are basically motorcycles 🙌🏻
🏍️ www.nytimes.com/2025/11/30/m...
The Shocking Crash That Led One County to Reckon With the Dangers of E-Bikes
www.nytimes.com
December 1, 2025 at 1:05 AM
“On a pedal bike, the chance of dying from an injury is about three-tenths of 1 percent … On an e-bike, the data indicated, it was 11 percent.”
🙌🏻 some e-bikes are basically motorcycles 🙌🏻
🏍️ www.nytimes.com/2025/11/30/m...
🙌🏻 some e-bikes are basically motorcycles 🙌🏻
🏍️ www.nytimes.com/2025/11/30/m...
Metallica's gift of giving
YouTube video by CBS Sunday Morning
youtu.be
November 30, 2025 at 8:46 PM
Very important discussion ⛑️ The Future of Prostate Cancer Care
podcasts.apple.com/us/podcast/i...
podcasts.apple.com/us/podcast/i...
The Future of Prostate Cancer Care
Podcast Episode · Intelligence Squared · 11/30/2025 · 30m
podcasts.apple.com
November 30, 2025 at 6:53 PM
Very important discussion ⛑️ The Future of Prostate Cancer Care
podcasts.apple.com/us/podcast/i...
podcasts.apple.com/us/podcast/i...