Weekly: AI Links and Little Prompts
Feb 13 2026
AI Hours: Links and Prompts
Use Cases
Transformative AI starts with clear use cases
https://aws.amazon.com/ai/generative-ai/use-cases/
Techniques and Training
Calling AI a Stochastic Parrot is wrong - Geoffey Hilton - known for his work on artificial neural networks, which earned him the title of ‘Godfather of AI’
“Calling it stochastic parrot lacks an understanding of the mechanisms; it is not statistics.”
Impacts: Business, Tech, Partnerships
From magic to malware: How OpenClaw’s agent skills become an attack surface
“One of the top skills for OpenClaw is malware”
https://1password.com/blog/from-magic-to-malware-how-openclaws-agent-skills-become-an-attack-surface
Models/Agents
Anthropic’s Opus 4.6 built a C compiler with team of parallel Claudes
https://www.anthropic.com/engineering/building-c-compiler
Qwen3-Coder-Next
“Alibaba’s open weights model; 80B with 3B active; scores better than previous 235B model”
https://huggingface.co/Qwen/Qwen3-Coder-Next
Research/Papers
Scaling Long-Horizon LLM Agent via Context Folding
“Context Folder and Agent Folding are emerging useful techniques
Context folding is a pattern in AI system design where you compress, transform, or selectively carry forward prior interaction state into a structured representation that fits within the model’s context window — while preserving what matters.”
https://arxiv.org/pdf/2510.11967
Recursive Language Models: the paradigm of 2026
https://www.primeintellect.ai/blog/rlm
APIs/Coding
Palantir’s Foundry and Ontology Architectural Patterns for Data Engineers
“Taking AI & Data to a higher level”
https://medium.com/@sachtekchanda90/im-a-data-engineer-what-is-palantir-foundry-7e7568aed87e
https://medium.com/@sachtekchanda90/ontology-catalog-design-in-palantir-foundry-part-1-21904cebd7d3
Little Prompts:
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Show the decision points.