Daniel Davis
@trustspooky.bsky.social
📤 62
📥 160
📝 38
http://trustgraph.ai
| Unlocking the potential of AI with Context Graphs
I'm so glad in my recent episode of Knowledge Graph Insights with Larry Swanson, that I finally got to talk about something that's been overlooked - The timeline of the explosion of the term context graph. Audio, video, and full transcript:
knowledgegraphinsights.com/daniel-davis/
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Daniel Davis: grounding generative AI with context graphs
Daniel Davis is an expert on grounding gen AI with context graphs and co-founder of TrustGraph.ai, an open-source context graph platform.
https://knowledgegraphinsights.com/daniel-davis/
24 days ago
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With every release
@trustgraph.bsky.social
becomes leaner, more efficient, and more flexible. 💪 Not only is RabbitMQ support production ready in release 2.3, but beta support for Kafka is live. Now TrustGraph provides you the flexibility of three messaging fabrics: Pulsar, RabbitMQ, or Kafka. 🚀
add a skeleton here at some point
26 days ago
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reposted by
Daniel Davis
Chinstrap Community
about 1 month ago
TrustGraph - Graph-native AI context platform (@trustgraph.bsky.social) Cossmology Profile: https://dub.sh/yDcLAoc Key People: Daniel Davis, Mark Adams (@cybermaggedon.bsky.social)
#KnowledgeGraph
#OpenSource
#OSS
#COSS
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TrustGraph | Cossmology
Graph-native AI context platform
https://dub.sh/yDcLAoc
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reposted by
Daniel Davis
Mark Adams
about 2 months ago
TrustGraph 2 is out. The context development platform now ships end-to-end explainability — PROV-O provenance from document ingestion through query-time reasoning traces. Pluggable agent tools. Open source. Self-hostable.
@trustgraph.bsky.social
🔗github.com/trustgraph-ai/trustgraph
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reposted by
Daniel Davis
Mark Adams
about 2 months ago
Real Live Demo! Watch Context Graphs in Action using
@trustgraph.bsky.social
youtu.be/sWc7mkhITIo?...
#contextgraph
#knowledge
#ontology
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Context Graphs in Action | TrustGraph
YouTube video by TrustGraph
https://youtu.be/sWc7mkhITIo?si=y7gGR59fwh0OWC-s
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The Context Graph Manifesto
trustgraph.ai/news/context...
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The Context Graph Manifesto
What are Context Graphs? A deep dive into the history of knowledge graphs, the evolution of RAG, and how context graphs could be the next big thing in AI.
https://trustgraph.ai/news/context-graph-manifesto/
5 months ago
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reposted by
Daniel Davis
TrustGraph
5 months ago
Watch the 2025 State of RAG podcast 📺
youtu.be/W6m_BzaedUc
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The 2025 State of RAG | Daniel Davis & Kirk Marple
YouTube video by TrustGraph
https://youtu.be/W6m_BzaedUc
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reposted by
Daniel Davis
TrustGraph
6 months ago
🎯 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...
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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
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LLMs Are Slow Readers | Part 4 | Engineering Thoughts | TrustGraph
YouTube video by TrustGraph
https://youtu.be/yAb1Db4AfW0
6 months ago
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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
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Agentic AI for Corporate Finance with SowFin | AI Fireside Chat | TrustGraph
YouTube video by TrustGraph
https://youtu.be/0-4d442q9j4
7 months ago
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Now with support for
@ovhcloudus.bsky.social
!
add a skeleton here at some point
9 months ago
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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...
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MCP Integration and New Agent Tools | TrustGraph
YouTube video by TrustGraph
https://www.youtube.com/watch?v=A_hRKel9TrU
10 months ago
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Thanks
@chrismdp.com
for including
@trustgraph.bsky.social
in his recent discussion on GraphRAG! 🙏
www.chrismdp.com/graph-rag/
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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....
https://www.chrismdp.com/graph-rag/
12 months ago
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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
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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,…
https://lu.ma/efrd9afv
about 1 year ago
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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...
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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.
https://blog.trustgraph.ai/p/reclaiming-knowledge-sovereignty
about 1 year ago
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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...
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Part 3: How TrustGraph's Knowledge Cores End the Memento Nightmare
Giving AI Its Knowledge Back
https://blog.trustgraph.ai/p/how-trustgraph-s-knowledge-cores-end-the-memento-nightmare
about 1 year ago
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What's the difference between memory and knowledge, and why does it matter for AI agents?
blog.trustgraph.ai/p/why-your-a...
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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...
https://blog.trustgraph.ai/p/why-your-ai-is-stuck-in-a-memento-loop
about 1 year ago
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Is "memory" even what AI systems need? 🤔 It didn't work out so well for Leonard in Memento...
blog.trustgraph.ai/p/the-mement...
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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...
https://blog.trustgraph.ai/p/the-memento-problem-with-ai-memory
about 1 year ago
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Brand new
@trustgraph.bsky.social
website! 🚀🚢
trustgraph.ai
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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.
https://trustgraph.ai
about 1 year ago
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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...
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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.
https://blog.trustgraph.ai/p/the-symphony-of-the-ai-system
about 1 year ago
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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?
about 1 year ago
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How can we solve the demo-to-production problem with agents? 🤔 Autonomous Knowledge Operations. 💥
blog.trustgraph.ai/p/autonomous...
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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.
https://blog.trustgraph.ai/p/autonomous-knowledge-operations
about 1 year ago
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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...
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Building Trust in Agentic Systems
YouTube video by Our Agentic Future
https://www.youtube.com/watch?v=E0bGiiAXEkw
about 1 year ago
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reposted by
Daniel Davis
TrustGraph
about 1 year ago
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...
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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. - ...
https://github.com/trustgraph-ai/trustgraph
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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
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Why You Still Need Vector Embeddings in Graph RAG | TrustGraph
YouTube video by TrustGraph
https://youtu.be/20YAskR1SGs
about 1 year ago
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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???
about 1 year ago
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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...
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AI Code Gen + Full Stack Demo Night @Convex
YouTube video by Convex
https://www.youtube.com/watch?v=R9DqVR3HeaA
about 1 year ago
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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!
about 1 year ago
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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
?
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Temporal RAG: Embracing Time for Smarter, Reliable Knowledge Graphs
YouTube video by How AI Is Built
https://youtu.be/VpFVAE3L1nk
over 1 year ago
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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/
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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.
https://docra.org/standard/
over 1 year ago
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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?
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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.
https://blog.trustgraph.ai/p/yes-you-still-need-rag
over 1 year ago
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reposted by
Daniel Davis
TrustGraph
over 1 year ago
🚀 v0.19.19 is now live! 🚀 ✅ Dual Model Mode! ✅ 3D Graph Visualization! ✅ BIG reliability improvements!
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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
https://github.com/trustgraph-ai/trustgraph
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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!
add a skeleton here at some point
over 1 year ago
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reposted by
Daniel Davis
TrustGraph
over 1 year ago
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.
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Is 2025 the "as a Service" year? 🔮
@kirkmarple.bsky.social
thinks so. Check out his 2025 RAG predictions 👇
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RAG Predictions for 2025 | Our Agentic Future Clips
YouTube video by Our Agentic Future
https://youtu.be/NFA0MT_3650
over 1 year ago
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Ever been confused how a GitHub repo can get thousands of stars seemingly in an instant? It’s not magic. They were just bought.
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Over 3.1 million fake "stars" on GitHub projects used to boost rankings
GitHub has a problem with inauthentic "stars" used to artificially inflate the popularity of scam and malware distribution repositories, helping them reach more unsuspecting users.
https://www.bleepingcomputer.com/news/security/over-31-million-fake-stars-on-github-projects-used-to-boost-rankings/
over 1 year ago
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Ever considered all the landmines AI creates when making decisions in industries like insurance? 💥 Rick Borden, a cyber lawyer, explains the history of decision making regulations and their impact to AI.
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Bias and Discrimination and How AI is Regulated | Our Agentic Future Clip
YouTube video by Our Agentic Future
https://youtu.be/VRk2YJxpC38
over 1 year ago
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What does chess Elo♟️ have to do with establishing trust with AI agents? Check out this clip with the CTO of
@memgraph.com
from an episode of Our Agentic Future, to see a discussion of potential ways to evaluate agentic systems.
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How-to Establish Trust with AI Agents | Our Agentic Future Clip
YouTube video by TrustGraph
https://youtu.be/v6iJy7eUWQI
over 1 year ago
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GraphRAG: Now in 3D! 🤯
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How-to Use AI to See Data in 3D
GraphRAG: Now in 3D!
https://blog.trustgraph.ai/p/3d-graphrag
over 1 year ago
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reposted by
Daniel Davis
TrustGraph
over 1 year ago
See your data now in 3D with release 0.18.14! 🚀🌐 Also support for
@falkordb.bsky.social
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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
https://github.com/trustgraph-ai/trustgraph
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reposted by
Daniel Davis
TrustGraph
over 1 year ago
Check out the Data Workbench in action during a recent webinar with
@memgraph.com
👇
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TrustGraph and Memgraph: Knowledge Retrieval for Complex Industries
Read how TrustGraph uses chunking, GraphRAG, and Memgraph to tackle unstructured data in complex, regulated industries.
https://memgraph.com/blog/trustgraph-memgraph-knowledge-retrieval-complex-industries
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reposted by
Daniel Davis
TechCrunch
over 1 year ago
Why DeepSeek’s new AI model thinks it’s ChatGPT
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Why DeepSeek’s new AI model thinks it’s ChatGPT
Earlier this week, DeepSeek, a well-funded Chinese AI lab, released an “open” AI model that beats many rivals on popular benchmarks. The model, DeepSeek V3, is large but efficient, handling text-based tasks like coding and writing essays with ease. It…
https://tcrn.ch/40cBJMG
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reposted by
Daniel Davis
TrustGraph
over 1 year ago
Linear Algebra and GraphRAG 🎙️ What does matrix multiplication have to do with GraphRAG? The CTO of
@falkordb.bsky.social
explains how linear algebra can find knowledge faster than traditional search queries. Check out the full episode 👇
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Is Math the Language of Knowledge?
YouTube video by TrustGraph
https://youtu.be/eRbVfXbWEsw
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"Generate at least 100 Billion in profits." 🤑 Remember the licensing structure within OpenAI? Once they declare AGI, their current licensing agreements don't apply to the AGI tech. Microsoft slapped the handcuffs on OpenAI with this definition. 🔏
add a skeleton here at some point
over 1 year ago
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The more things change, the more they stay the same. How is Google going to win in AI? By simply throwing more people at the problem.
add a skeleton here at some point
over 1 year ago
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🚀 Stop Chasing Mediocrity: The "Wooden Roller Coaster" Strategy for AI Success 🎢 In the hyper-competitive world of AI, everyone's racing to build the fastest, tallest, most cutting-edge product. But what if the secret to success lies in taking a different path? 🔗 Watch here 👇
youtu.be/EONg4roXNCA
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How to ACTUALLY Win in AI - the Wooden Roller Coaster Strategy | Explaining our Agentic Future
YouTube video by TrustGraph
https://youtu.be/EONg4roXNCA
over 1 year ago
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reposted by
Daniel Davis
TechCrunch
over 1 year ago
OpenAI’s GPT-5 reportedly falling short of expectations
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OpenAI’s GPT-5 reportedly falling short of expectations
OpenAI’s efforts to develop its next major model, GPT-5, are running behind schedule, with results that don’t yet justify the enormous costs, according to a new report in The Wall Street Journal. This echoes an earlier report in The Information suggesting…
https://tcrn.ch/3DtZlTU
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Check out
@trustgraph.bsky.social
and
@memgraph.com
in action, using LLMs to understand a data set of UK law. Is legal tech really "natural language"? Check it out for answers! 👇
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Using AI Agents to Make Sense of the UK Law at Scale
YouTube video by Memgraph
https://youtu.be/OkdQoMR2Eo4
over 1 year ago
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reposted by
Daniel Davis
TechCrunch
over 1 year ago
Google releases its own ‘reasoning’ AI model
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Google releases its own ‘reasoning’ AI model
Google has released what it’s calling a new “reasoning” AI model — but it’s in the experimental stages, and from our brief testing, there’s certainly room for improvement. The new model, called Gemini 2.0 Flash Thinking Experimental (a mouthful, to be…
https://tcrn.ch/401PAFr
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Is Math the Language of Knowledge? 🎙️ Is it possible to retrieve information in a RAG system with matrix multiplication? The CTO and Cofounder of
@falkordb.bsky.social
, Roi Lipman, explains how using GraphBLAS techniques, yes, you can!
youtu.be/eRbVfXbWEsw
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Is Math the Language of Knowledge?
YouTube video by TrustGraph
https://youtu.be/eRbVfXbWEsw
over 1 year ago
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