Daniel Davis

The Context Graph Manifesto
trustgraph.ai/news/context...

YouTube video by TrustGraph The 2025 State of RAG | Daniel Davis & Kirk Marple

Watch the 2025 State of RAG podcast 📺 youtu.be/W6m_BzaedUc

TrustGraph releases ontology-driven AI

🎯 Introducing TrustGraph 1.5.8: Ontology-Driven AI.

Whether you like OWL 🦉 or are connecting systems with SOSA, ontologies help exchange domain-specific data. Ship AI agents powered by your ontologies today.

🔗 github.com/trustgraph-a...

YouTube video by TrustGraph LLMs Are Slow Readers | Part 4 | Engineering Thoughts | TrustGraph

LLMs are slow readers... 📖 🦥 🤔

It's such a simple idea, but yet, I haven't seen anyone else talking about it. LLMs are slow readers - on computer timescales.

Check out all of this an more on the latest episode 👇
Engineering Thoughts: youtu.be/yAb1Db4AfW0

YouTube video by TrustGraph Agentic AI for Corporate Finance with SowFin | AI Fireside Chat | TrustGraph

It’s the 🚨 1 hour warning 🚨 for our latest webinar with Ishtiaque Mohammad from SowFin and our own Robert Hamilton! Tune in for a great discussion on how SowFin are using @trustgraph.bsky.social to improve agentic solutions for corporate FP&A and M&A.

youtu.be/0-4d442q9j4

Now with support for @ovhcloudus.bsky.social!

YouTube video by TrustGraph MCP Integration and New Agent Tools | TrustGraph

Thrilled to announce MCP in @trustgraph.bsky.social! This has been a release that has really excited the team. So much potential for combining the power of GraphRAG with MCP interoperability!
www.youtube.com/watch?v=A_hR...

Why Graph RAG is the Future Standard RAG is like reading a book one sentence at a time, out of order. We need something new. When you read a book, you do not jump randomly between paragraphs, hoping to piece together the story....

Thanks @chrismdp.com for including @trustgraph.bsky.social in his recent discussion on GraphRAG! 🙏

www.chrismdp.com/graph-rag/

SaaStr Showdown: The Ultimate B2B SaaS Pitch Battle & Mixer · Luma Join us for an exclusive offsite event during SaaStr! SaaStr Showdown is where 10 top B2B SaaS startups go head-to-head in an epic VC-judged pitch battle,…

Pitch Battle Alert ⚔️ 🚨

@trustgraph.bsky.social was selected as a finalist for the #SaaStr Showdown on May 14th! 🎉 Come check out all the pitches in a rapid fire pitch battle, and hear about all the features coming in TrustGraph!

Register here: lu.ma/efrd9afv

Reclaiming Knowledge Sovereignty in the Age of AI Empower your enterprise with AI, without sacrificing an ounce of control. Provision your path to Knowledge Sovereignty with TrustGraph.

Is your AI strategy aligned with Knowledge Sovereignty? 🤔

Learn how @trustgraph.bsky.social empowers you to:
✅ Deploy AI anywhere (on-prem, regional cloud)
✅ Govern your own AI-generated Knowledge Cores
✅ Maintain control over valuable insights

blog.trustgraph.ai/p/reclaiming...

Part 3: How TrustGraph's Knowledge Cores End the Memento Nightmare Giving AI Its Knowledge Back

Is your AI stuck in a Memento loop? 🔁 Retrieving fragments but lacking true knowledge leads to hallucinations, just like Leonard's notes misled him.

❌ Fragmented recall = AI Amnesia
✅ Knowledge Cores = Real Understanding

blog.trustgraph.ai/p/how-trustg...

Part 2: Why Your AI is Stuck in a Memento Loop If we want AI to escape this loop, we need to fundamentally change how we provide information. We need to move beyond retrieving isolated Polaroids and start building systems that can understand the w...

What's the difference between memory and knowledge, and why does it matter for AI agents?

blog.trustgraph.ai/p/why-your-a...

Part 1: The Memento Problem with AI Memory We need to stop celebrating glorified search indices as "memory" and start demanding systems capable of building actual knowledge. Until then, we're just building better mimics, doomed to repeat the m...

Is "memory" even what AI systems need? 🤔

It didn't work out so well for Leonard in Memento...

blog.trustgraph.ai/p/the-mement...

TrustGraph - The AI Provisioning Platform Sreamline the delivery and management of complex AI environments with a comprehensive provisioning platform for your containerized AI tools, pipelines, and integrations.

Brand new @trustgraph.bsky.social website! 🚀🚢
trustgraph.ai

The Symphony of the AI System This isn't just theory. Platforms like TrustGraph are pioneering this Synaptic Automation System approach proving the future of AI is in systems and not LLM monoliths.

The future of AI is not in monolithic LLMs. It's in a highly orchestrated symphony of systemic software. 🎻 blog.trustgraph.ai/p/the-sympho...

It's funny how quickly LLM model versions have slowed down. 🐢

Just last year, whole number versions released every few months. What have been some recent releases (not counting Llama 4)?

- GPT-4.1
- Gemini 2.5
- Claude 3.7

What's going to be the next OpenAI release? GPT-4.2? Then GPT-4.21?

Stop Thinking AI Agents, Start Engineering Autonomous Knowledge Operations Discover how autonomous knowledge operations transcend traditional AI agents, solving the critical demo-to-production challenge with continuous, reliable system design.

How can we solve the demo-to-production problem with agents? 🤔

Autonomous Knowledge Operations. 💥

blog.trustgraph.ai/p/autonomous...

YouTube video by Our Agentic Future Building Trust in Agentic Systems

Building Trust in Agentic Systems 🤝

Taken from my talk this past Thursday at @cloudflare.social HQ in SF. Special thanks to @qdrant.bsky.social and @groq.com for supporting the event! www.youtube.com/watch?v=E0bG...

GitHub - trustgraph-ai/trustgraph: Connect your AI app directly to your data with a full stack solution. Fully connected Agentic Graph RAG pipelines mean you can focus on fine tuning your app and not ... Connect your AI app directly to your data with a full stack solution. Fully connected Agentic Graph RAG pipelines mean you can focus on fine tuning your app and not building data infrastructure. - ...

Our biggest set of features EVER are now available in release 0.21.17! 🚀 Support for @mistralai.bsky.social, @lmstudio-ai.bsky.social, Azure, and AWS are just a teaser of all the capabilities now available in TrustGraph! github.com/trustgraph-a...

YouTube video by TrustGraph Why You Still Need Vector Embeddings in Graph RAG | TrustGraph

Yes, you still need vector embeddings for Graph RAG❕ 🤔

Why rely on complex ontologies and LLMs to generate queries when you can map embeddings to the graph?

Thanks to @qdrant.bsky.social for giving me the opportunity to present @trustgraph.bsky.social to the community!

youtu.be/20YAskR1SGs

With so much talk about MCP lately, I started looking into it again. Things it doesn't do:

- Deployment management
- Data management
- Compute resource management
- Data security management

What problem is it actually solving? Am I missing something???

YouTube video by Convex AI Code Gen + Full Stack Demo Night @Convex

Vibecoding and Knowledge Layers for Agents 😎

Thanks to @convex.dev and @waynesutton.bsky.social
for giving me the opportunity last night to talk about
@trustgraph.bsky.social and knowledge layers for agents. #Vibecode
www.youtube.com/watch?v=R9Dq...

Agentic Graph RAG workshop at AWS Loft with TrustGraph and Memgraph

Agentic Graph RAG workshop at AWS Loft with TrustGraph and Memgraph

Agentic Graph RAG workshop at AWS Loft with TrustGraph and Memgraph

Thanks to everyone that attended our Agentic Graph RAG workshop this past Monday at the AWS Lofts with @trustgraph.bsky.social and Memgraph!

It was great to meet so many people with a genuine interest in knowledge graphs, AI, and the complexities of human communication!

YouTube video by How AI Is Built Temporal RAG: Embracing Time for Smarter, Reliable Knowledge Graphs

Thanks to @nicolay.fyi for giving me the opportunity to talk about @trustgraph.bsky.social on How AI Is Built!

Labels such as "facts", "observations", and "assertions" take on new meanings when we begin to consider time. Click 👇 to watch the full episode! 🎙️

youtu.be/VpFVAE3L1nk?

The DoCRA Standard – DOCRA 1.0    To provide to the public a risk analysis method that aligns with judicial and regulatory expectations for demonstrating “due care,” the “reasonable person,” and “reasonable,” and “appropriate” safeguards.

Reading @anthropic.com's new paper on Constitutional Classifiers and AI safety, I can't help but wonder why no one discussing AI safety ever mentions DoCRA? Isn't "Due Care" and "Duty of Care" really the concepts of interest for an AI provider? docra.org/standard/

Yes, You Still Need RAG It doesn't matter how good DeepSeek-R1 is, you still need RAG. Are you trying to understand an obscure topic that is highly complex and unique? Yep, still need RAG.

Yes, you still need RAG.

Sure, DeepSeek-R1 is impressive, but what happens when you ask it an obscure question? Should we be surprised it struggles with obscure knowledge?

GitHub - trustgraph-ai/trustgraph: Explore Your Data in 3D with Agentic Knowledge Discovery to See Your Data in a New Light 🌞 Explore Your Data in 3D with Agentic Knowledge Discovery to See Your Data in a New Light 🌞 - trustgraph-ai/trustgraph

🚀 v0.19.19 is now live! 🚀

✅ Dual Model Mode!
✅ 3D Graph Visualization!
✅ BIG reliability improvements!

Bored with the typical 2D graph visualizations? Tired of having to click through a sea of bubbles to see your data? Try the new 3D visualizer in TrustGraph!

TrustGraph Data Workbench 0.2.4

Explore you data in a whole new way with the Data Workbench! 🕵️ Click and drag, expand topics, and visualize the directionality of relationships. No Cypher or GQL queries required! Fully automated graph building with AI chat.

YouTube video by Our Agentic Future RAG Predictions for 2025 | Our Agentic Future Clips

Is 2025 the "as a Service" year? 🔮 @kirkmarple.bsky.social thinks so. Check out his 2025 RAG predictions 👇