Tag:AI
Articles tagged "AI".
- 39 MIN READ•Sep 21, 2026
Fast Classification Models, LLMs, and the Apache Iceberg Lakehouse
How fast classification models like Jev alongside open alternatives such as GLiClass compare with LLMs, and how to run both together inside an Apache Iceberg lakehouse.
Apache IcebergAILLM - 31 MIN READ•Sep 21, 2026
Vector Search Directly Over Iceberg Tables, and When You Still Need a Vector Database
Embeddings are just columns. When exact vector search over Iceberg scans beats a vector database, when it does not, and how to lay out tables.
Vector SearchApache IcebergRAG - 25 MIN READ•Sep 2, 2026
The Data Team of the Agentic Era: Generalists Owning End-to-End Workflows
The case for generalists owning end-to-end data workflows with agents, the counterargument, and how to make the transition work.
Data TeamAIGeneralists - 24 MIN READ•Sep 2, 2026
Will AI Replace Data Engineers?
What the evidence shows about whether AI replaces data engineers, which parts of the job compress, and which parts do not.
AIData EngineeringCareers - 30 MIN READ•Aug 24, 2026
Iceberg Row Lineage: The Feature AI and CDC Workloads Will Eventually Depend On
Iceberg row lineage gives rows a durable identity across rewrites. Why CDC pipelines and AI workloads will eventually depend on it.
Apache Icebergrow lineageCDC - 31 MIN READ•Jul 24, 2026
The Filters We Build: Scams, Slop, and the Search for Signal, From Radio Ads to AI
How every media era from radio to AI forces humanity to build new cognitive filters, the shield against scams and the sieve for finding signal in an ocean.
MediaAICognitive Filters - 17 MIN READ•Jul 13, 2026
Iceberg Variant Type for AI JSON Data
An in-depth exploration of iceberg variant type for ai json data
Apache IcebergVariant TypeJSON - 16 MIN READ•Jul 6, 2026
Mapping the Variant Type in Iceberg v3: Standardizing Semi-Structured AI JSON Payloads
AI applications are messy data producers. They create prompts, completions, tool calls, retrieval traces, ranking signals, evaluation scores, safet...
iceberg v3variant typejson - 20 MIN READ•Jun 1, 2026
What AI Is and Isnt: A Laypersons Guide to How LLMs Actually Work
AI is not magic or sentient. Learn what large language models actually do, how vectors and embeddings work, and why todays AI is pattern matching not thinking.
aiartificial intelligencemachine learning - 20 MIN READ•Jun 1, 2026
Getting Started with AI for Free: Every Tool Google Gives You at No Cost
You already have access to powerful AI tools through your Google account and no subscription needed.
aiartificial intelligencemachine learning - 21 MIN READ•Jun 1, 2026
ChatGPT and Claude: Which AI Service Should You Pay For
ChatGPT and Claude are the two leading AI assistants. Here is what each offers at every price tier, how to use their desktop apps and advanced features.
aiartificial intelligencemachine learning - 20 MIN READ•Jun 1, 2026
A Tour of Specialized AI Tools: Music, Video, Images, and More
Beyond chatbots lie specialized AI tools for creating music, generating videos, and editing images.
aiartificial intelligencemachine learning