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MKWritesHere

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Aug 21, 2025

AI Experts Return from China Stunned: America’s Grid Is So Weak the Race May Already Be Over

Silicon Valley researchers discover China treats unlimited electricity as “a given,” while US data centers trigger rolling blackouts and…

AI Experts Return from China Stunned: America’s Grid Is So Weak the Race May Already Be Over

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MKWritesHere

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May 27, 2025

Claude 4’s Leaked System Prompt Exposes AI’s Controlled Personality Deception

24,000 tokens of hidden behavioral programming reveal how Anthropic manufactures authentic-seeming conversations through massive control…

Claude 4’s Leaked System Prompt Exposes AI’s Controlled Personality Deception

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Data Science Collective

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Mar 11, 2025

Turbocharging Denodo AI SDK: How Semantic Caching Makes Text-to-SQL 9X Faster

How Natural Language Processing and AI Frameworks Slash Query Times for Enterprise Data

Turbocharging Denodo AI SDK: How Semantic Caching Makes Text-to-SQL 9X Faster

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Generative AI

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Nov 21, 2024

Why Text-to-SQL Falls Short in Production: Challenges and Smarter Alternatives

Why Text-to-SQL Stumbles in Production and How to Overcome It

Why Text-to-SQL Falls Short in Production: Challenges and Smarter Alternatives

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Data Science Collective

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Nov 5

Can AI Agents Be Forward Deployed Engineers for Enterprise Text-to-SQL?

Discovery recovered most of the brief. Delivery that cleared every production gate worked in only 2 of 8 runs.

Can AI Agents Be Forward Deployed Engineers for Enterprise Text-to-SQL?

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Nov 2

How I Built a Business Ontology for AdventureWorks Using LLMs

Scrambled warehouse views, business docs, a YAML ontology, retrieval, and a 30 question eval across three models

How I Built a Business Ontology for AdventureWorks Using LLMs

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Oct 31

Schema-Free Text-to-SQL: Build a Data Agent from Your Query Logs

How to turn 500K past queries into a join graph your LLM can use, no schema docs required

Schema-Free Text-to-SQL: Build a Data Agent from Your Query Logs

MKWritesHere

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Oct 30

The Top 10 Data Platforms For AI Agents, Ranked by What Ships in the Box

No third-party tools. No custom work. I scored 65 products on 19 semantic capabilities, and the results surprised me.

The Top 10 Data Platforms For AI Agents, Ranked by What Ships in the Box

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Sep 30

Your Text-to-SQL Model Doesn’t Need More Data. It Needs to Meet Every Table.

New research fine-tunes a small model on a few hundred examples and nearly matches one trained on 24,000. The real lesson hides in its…

Your Text-to-SQL Model Doesn’t Need More Data. It Needs to Meet Every Table.

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Write A Catalyst

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Sep 29

Driving 2 Hours a Day Is Linked to a Lower IQ. I Was Doing Exactly That.

A study of half a million adults tied long daily drives to falling brain scores. My 60 km commute fit the profile, and the studies that…

Driving 2 Hours a Day Is Linked to a Lower IQ. I Was Doing Exactly That.

MKWritesHere

MKWritesHere

I believe in writing because it clarifies thoughts and sharpens thinking. Connect with me here - https://www.linkedin.com/in/muthu-kumaran-here/

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