FEB 18: Weekly AI Links and Prompts

Use Cases
Learnings from 800+ GenAI and ML use cases
https://www.evidentlyai.com/blog/gen-ai-applications

Techniques and Training
13 Foundational Types of AI Models
https://www.turingpost.com/p/13-foundational-types-of-ai-models

Impacts: Business, Tech, Partnerships
OpenClaw Creator Peter Steinberger Joins OpenAI, OpenClaw To Continue As Open-source Project
https://officechai.com/ai/openclaw-creator-peter-steinberger-joins-openai-openclaw-to-continue-as-open-source-project/

DALL-E 3: Scheduled for retirement on February 18, 2026. Users are urged to migrate to gpt-image-1-mini to avoid service disruption.

Models/Agents
Grok 4.2 from xAI (beta)
"4 competing agents; not in Microsoft Foundry yet"

GLM-5 from Z.AI
"GLM-5 is designed for complex systems engineering and long-horizon agentic tasks. Open weights and scores very high."
https://z.ai/blog/glm-5

Azure Copilot from Microsoft
"Get assistance in Azure"
https://azure.microsoft.com/en-us/products/copilot
https://learn.microsoft.com/en-us/azure/copilot/overview

Research/Papers
Prompt Repetition Improves Non-Reasoning LLMs
https://arxiv.org/pdf/2512.14982

Self-Feedback–Driven LLM Reasoning
https://arxiv.org/pdf/2602.09000

APIs/Coding
Building a LLM-from-scratch
https://github.com/rasbt/LLMs-from-scratch

Little Prompts:
...
Where could an AI system fail in this scenario?