Just dropped my comprehensive guide to LLM security for 2025! 🚀
As we embrace AI, understanding the risks is crucial. My latest post covers top threats and mitigation strategies to keep your data safe.
Read it here: tellian.io/2025/08/03/llm…#AI#LLM#DataSecurity#Cybersecurity
Billion years of research saving
DeepMind's AlphaFold solved a 50-year-old problem. Its REAL success came from open-sourcing 200M+ protein structures, a new platform for discovery.
The AI don't just answer questions; they create new opportunities
tellian.io/2025/06/22/ai-…
How does an app recommend products to a new user?
Instacart solved the "cold start" problem by mapping the "flavor genome" of its PRODUCTS, not users! It learned the semantic relationship between "tortilla chips" and "salsa."
More insights in my new work tellian.io/2025/06/22/ai-…
RAG without metadata filtering is like search without filters.
I.E. in Tempus One assistant searching results significantly improved by add filters for semantic retrieval by age, diagnosis, and etc.
Semantic ≠ unstructured. Structuring metadata matters.
tellian.io/2025/06/15/sem…
Many teams turn off keyword search entirely once they get vectors.
And then… wonder why their search gets worse.
Hybrid search isn’t a compromise - it’s the current best practice.
Here’s why (with many others recommendations and real use cases) tellian.io/2025/06/15/sem…
Did you know that pgvector - a simple Postgres extension - can power production-grade semantic search for under 100K docs?
It’s powering real ecommerce conversions, no special vector DBs needed.
✅ more helpful insights in my new post tellian.io/2025/06/15/sem…
did anybody generate diagrams images using chatgpt or gemini? they are so terrible in front of cool others cases. what tools do you use to create diagrams for presentations?
New release from OpenAi. Hope this time it will be really useful. 20$ per 1M in API is a big price.
I did not find the right way to use 03 before, instead of great 4 family. But may be 03 pro will beat them.
Anyway thanks @OpenAI for new release.
New release from OpenAi. Hope this time it will be really useful. 20$ per 1M in API is a big price.
I did not find the right way to use 03 before, instead of great 4 family. But may be 03 pro will beat them.
Anyway thanks @OpenAI for new release.
Congratulations @MistralAI
For their first reasoning model. With enormous throughput for this kind of model. Hope it's not only fast but smart. The context could be bigger. Only 41k now openrouter.ai/mistralai/magi…
If you are interesting by modern data processing and it's difference from "general" software development, welcome to my comparation overview.
tellian.io/2025/06/06/dat…
Unexpectedly, the training data threshold is key in choosing an LLM model.
I need the 2025 version of Airflow 3 for my project, and only Sonnet knows about it. Neither Gemini, ChatGPT, nor DeepSeek know about 2025.
Fast knowledge updates will be a big advantage soon.
Demographic Inversion! By 2100, 2/3 of the world's population will live in current lower-middle to low-income countries – a complete flip from 1950 when 2/3 lived in current upper-middle to high-income nations.
Fundamental shift, I think.
#GlobalShift#Demographics
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