scaler launches ug program in ai and business — AI News Today
600 stories
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I Built a Failure-Mode Test For OpenAI Privacy Filter. The Model Card Was Right.
by Mariyam Ayoob — A small enterprise-style test showing why PII redaction needs domain rules, span cleanup, and in-domain evaluation before it becomes a production control.Most sensitive values get caught. The gap is...
3 sources

AI News Roundup | 02nd May!
by AITECH CLOUD NETWORK — Welcome to the ACN AI News Roundup, bringing you the latest and greatest updates from the world of technology!
I Tested Cursor's New SDK on 18 Tasks — Composer 2 Retrains Every 5 Hours and It's Cheating
by Chew Loong Nian - AI ENGINEER — The Composer 2 model that answered my last agent.send() call this morning is not the same model that answered my call last night. Same…

The Designer’s LLM Wiki
by Fanny — What Karpathy’s Idea Means for How We Think, Design, and Learn
Andrej Karpathy
The Agentic Sandbox: Why Your LLM Needs a Python Interpreter
by Shreyash Shukla — Stop forcing language models to do math in their heads. Architecting deterministic compute for advanced enterprise analytics.Image Source: Google GeminiThe “Mental Math” Fallacy (The Problem)In our...

A New NVIDIA Research Shows Speculative Decoding in NeMo RL Achieves 1.8× Rollout Generation Speedup at 8B and Projects 2.5× End-to-End Speedup at 235B
A new paper from NVIDIA Research integrates speculative decoding directly into NeMo RL with a vLLM backend, delivering lossless rollout acceleration at both 8B and projected 235B model scales. The...
I Tried to Replicate an RL Paper on Optimal Trade Execution.
by Satish Garg — A research project on market regime detection, HMM uncertainty signals, and why reinforcement learning struggles with financial time…
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