Inclusion Cloud
@inclusioncloud.bsky.social
Tech company, building with cloud, GenAI, integrations, & great teams.
Based in Dallas, working with the world.
https://inclusioncloud.com/
Based in Dallas, working with the world.
https://inclusioncloud.com/
At Inclusion Cloud, we call this the “Goldfish Effect”:
AI that borrows knowledge without keeping it.
Read more in our latest article: medium.com/@inclusion.c...
AI that borrows knowledge without keeping it.
Read more in our latest article: medium.com/@inclusion.c...
RAG Models: The “Goldfish Effect” of Enterprise AI
RAG models (Retrieval-Augmented Generation) bridge the gap between static AI knowledge and real-time business data
medium.com
November 13, 2025 at 3:55 PM
At Inclusion Cloud, we call this the “Goldfish Effect”:
AI that borrows knowledge without keeping it.
Read more in our latest article: medium.com/@inclusion.c...
AI that borrows knowledge without keeping it.
Read more in our latest article: medium.com/@inclusion.c...
Under the hood, RAG adds a new memory layer to AI:
🧩 Public & Private Data
🔍 Vector Database (semantic memory)
🧠 RAG (retrieval logic)
🤖 Multimodal AI (reasoning & response)
It’s the modern stack of context-driven AI.
#AIStack #MachineLearning
🧩 Public & Private Data
🔍 Vector Database (semantic memory)
🧠 RAG (retrieval logic)
🤖 Multimodal AI (reasoning & response)
It’s the modern stack of context-driven AI.
#AIStack #MachineLearning
November 13, 2025 at 3:55 PM
Under the hood, RAG adds a new memory layer to AI:
🧩 Public & Private Data
🔍 Vector Database (semantic memory)
🧠 RAG (retrieval logic)
🤖 Multimodal AI (reasoning & response)
It’s the modern stack of context-driven AI.
#AIStack #MachineLearning
🧩 Public & Private Data
🔍 Vector Database (semantic memory)
🧠 RAG (retrieval logic)
🤖 Multimodal AI (reasoning & response)
It’s the modern stack of context-driven AI.
#AIStack #MachineLearning
RAG (Retrieval-Augmented Generation) = the goldfish brain of AI. 🧠🐠
It doesn’t “remember” private data, it just retrieves what’s relevant, uses it, and lets it go.
➡️ Retrieve
➡️ Generate
➡️ Forget
That’s secure intelligence in action.
#RAG #AIArchitecture
It doesn’t “remember” private data, it just retrieves what’s relevant, uses it, and lets it go.
➡️ Retrieve
➡️ Generate
➡️ Forget
That’s secure intelligence in action.
#RAG #AIArchitecture
November 13, 2025 at 3:55 PM
RAG (Retrieval-Augmented Generation) = the goldfish brain of AI. 🧠🐠
It doesn’t “remember” private data, it just retrieves what’s relevant, uses it, and lets it go.
➡️ Retrieve
➡️ Generate
➡️ Forget
That’s secure intelligence in action.
#RAG #AIArchitecture
It doesn’t “remember” private data, it just retrieves what’s relevant, uses it, and lets it go.
➡️ Retrieve
➡️ Generate
➡️ Forget
That’s secure intelligence in action.
#RAG #AIArchitecture
Public data made AI smart.
But not business-smart.
📉 Trained only on public datasets, models fail to grasp your unique context: your customers, workflows, tone.
That’s why 85% of AI projects fail to scale.
Because context is missing.
#DataStrategy #GenAI
But not business-smart.
📉 Trained only on public datasets, models fail to grasp your unique context: your customers, workflows, tone.
That’s why 85% of AI projects fail to scale.
Because context is missing.
#DataStrategy #GenAI
November 13, 2025 at 3:55 PM
Public data made AI smart.
But not business-smart.
📉 Trained only on public datasets, models fail to grasp your unique context: your customers, workflows, tone.
That’s why 85% of AI projects fail to scale.
Because context is missing.
#DataStrategy #GenAI
But not business-smart.
📉 Trained only on public datasets, models fail to grasp your unique context: your customers, workflows, tone.
That’s why 85% of AI projects fail to scale.
Because context is missing.
#DataStrategy #GenAI