Machine Learning

Long Context vs. Short Context Model: When Does a Long Context Model Win?

Long Context vs. Short Context Model: When Does a Long Context Model Win?

1. 1.1 The marketing claim, and the question it skips Each new generation of encoder models comes with a bigger…
LLM Wikis Are Over-Engineered — I Replaced Mine With a Pure Python Compiler

LLM Wikis Are Over-Engineered — I Replaced Mine With a Pure Python Compiler

TL;DR I pipeline that compiles a folder of raw, messy text notes into a linked, linted markdown wiki. No LLM…
Untaught Lessons of RAG Retrieval: Cosine Is Not a Basis

Untaught Lessons of RAG Retrieval: Cosine Is Not a Basis

friend to Enterprise Document Intelligenceseries whose philosophy is set in Grow the Expert. It zooms in brick 3 (retrieval) of…
Tokenminning: How to Get More from Your Chatbot for Less

Tokenminning: How to Get More from Your Chatbot for Less

virus spreading through big tech. Engineers are being judged, directly or indirectly, by how much AI they can consume. More…
Amaluphu Wokuklama, Hhayi Ukwaziswa | Mayelana neSayensi Yedatha

Amaluphu Wokuklama, Hhayi Ukwaziswa | Mayelana neSayensi Yedatha

“Asisayibhali imiyalo. Sidizayina izihibe.” – othile e-Anthropic ngoJuni 2026 i-agent loop, ukuzigxeka akwenzanga ngcono kunokungenzi lutho. Isiqinisekisi esinqunyiwe, esinehange emthonjeni…
Time-Series LLMs, Explained with t0-alpha | Towards Data Science

Time-Series LLMs, Explained with t0-alpha | Towards Data Science

way to understand the new time-series foundation models, so I picked a recent one I could run. t0-alpha is a…
Izifundo Ezingafundiwe Zokucazululwa Kombuzo we-RAG: Isakhiwo Ngaphambi Kokusesha

Izifundo Ezingafundiwe Zokucazululwa Kombuzo we-RAG: Isakhiwo Ngaphambi Kokusesha

umngane ku I-Enterprise Document Intelligenceuchungechunge ifilosofi yalo ebekwe ku- Khulisa Uchwepheshe. Iyasondeza isitini 2 (ukuhlahlelwa kombuzo) yezakhiwo zezitini ezine futhi…
Google AI announcements from June 2026

Google AI announcements from June 2026

Explore how AI can help modernize public services. The new Gemini-powered planning template for councils, developed in collaboration with Google…
Why Powerful ML Is Deceptively Easy — Part 2

Why Powerful ML Is Deceptively Easy — Part 2

[1] examined how powerful machine learning can look deceptively convincing when the evaluation setup is flawed. However, in spatial prediction…
Google hosts NYC AI conference for education leaders

Google hosts NYC AI conference for education leaders

Technology can be a useful tool in the classroom as educators ask an important question: How do we ensure that…
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