We've raised $6.5M to kill vector databases.
Every system today retrieves context the same way: vector search that stores everything as flat embeddings and returns whatever "feels" closest.
Similar, sure. Relevant? Almost never.
Embeddings can’t tell a Q3 renewal clause from a Q1 termination notice if the language is close enough.
A friend of mine asked his AI about a contract last week, and it returned a detailed, perfectly crafted answer pulled from a completely different client’s file.
Once you’re dealing with 10M+ documents, these mix-ups happen all the time.
VectorDB accuracy goes to shit.
We built @hydra_db for exactly this.
HydraDB builds an ontology-first context graph over your data, maps relationships between entities, understands the 'why' behind documents, and tracks how information evolves over time.
So when you ask about 'Apple,' it knows you mean the company you're serving as a customer. Not the fruit.
Even when a vector DB's similarity score says 0.94.
More below ⬇️
Cleeroute (@cleeroute ) is an AI-powered learning platform that replaces rigid MOOCs with dynamic, personalized roadmaps.
Users enter a learning goal (e.g., "Master Microsoft Excel" or "Motion Design with Adobe After Effects"). The AI constructs a syllabus based on their experience level and learning objectives.
The platform then aggregates high-quality, free content (primarily YouTube), organizes it into structured modules, and overlays an active learning layer:
- A context-aware tutor that answers questions based on a video, section and the whole course,
- AI-generated quizzes
- Note taking
- Grounding with sources (Transcripts, PDFs, text, web links)
Curious about how our consortium collaborates? 🤔
Check out our new interactive visualization!
It maps the dynamic flow of resources (PMs) between our partners for Period 1 & 2
➡️https://t.co/4jtwnZNdjN
Today marks the official launch of the #THIRDWAVE project! 🚀
We are set to drive the next era of #AI, merging #LLMs with Neuro-Symbolic reasoning. A massive thank you to @HorizonEU and #MSCA for their support. Follow our progress: https://t.co/Kp2NhSiJxE
In this latest interview featuring the @RealAAAI / @acm_sigai doctoral consortium participants, Janice Zebaze tells us about her research using AI to address energy supply challenges
https://t.co/jodRZwKh6S
Our work on documenting bias is published in Volume 38 of the Artificial Intelligence Research Journal By Mayra Russo and Maria-Esther Vidalhttps://doi.org/10.1613/jair.1.19388
Updated CfP NeSy 2025: https://t.co/XYy815EEP7
Paper deadline:
Feb 28 (abstracts), Mar 7 (paper)
deadline for late papers (full and short) and extended abstracts: June 6, 2025.
Authors needing visas to attend should submit to the first deadline for enough lead time.
🚨 Call for Papers! 🚨
Join CBMS 2025 in Madrid, June 18-20! 🌟
Submit your research in topics like:
🤖 AI in Healthcare
📈 Big Data Analytics
🧬 Bioinformatics
🧠 Cognitive Computing
🔒 Privacy & Security
🎮 Serious Games
...and more!
We achieved a great harvest at @iswc_conf 2025:
IBM First Prize in the LLMs Track for Semantic Table Annotation and the Accuracy Track (with a monetary prize)
Top Performance in the Scholarly Question Answering Challenge
Top Performance in the LLMs4OL Term Typing Task
❓ 3 Fragen an...
Prof. Dr. Sören Auer, Direktor der TIB ‒ Leibniz Informationszentrum für Technik und Naturwissenschaften. In CAIMed bringt er seine Fachkenntnisse in semantischen Technologien, Datenvernetzung und Wissensgraphen ein.
#CAIMed#AI#research
📢 Exciting Announcement: KGSWC 2024 Speaker Lineup!
🔔Secure Your Spot Now! Be part of this dynamic experience
👉 Register today to reserve your place!
Registration: https://t.co/Gx0SrSTfhj
🌟 Meet Our Esteemed Speakers
📢 The #ISWC2024 Proceedings for Posters, Demos, and Industry Tracks are now available online. Explore cutting-edge research and industry innovations here: https://t.co/2qQNFQS5o1
#SemanticWeb#KnowledgeGraphs@iswc_conf
Explore How AI is Transforming the Future of Research and Academic Publishing
- Abstract Submission Deadline: December 10th 2024
- Notification to authors: December 20th 2024
- Use Open Review to submit your paper: https://t.co/ZIX7Nx5hkZ
Be a part of this inaugural event !