AI
Matt Ross and
AI
t on LLMs and SQL highlighting why they don’t consistently work :
- “LLMs can write SQL, but they are often prone to making up tables, making up field”
- “LLMs have some context window which limits the amount of text they can operate over”
- “The SQL it writes may be incorrect for whatever reason, or it could be correct but just return an unexpected
Artyom Keydunov • Powering your Copilot for Data – with Artem Keydunov of Cube.dev
via linus lee
The share of human-agent and agent-agent interactions in the economy will increase over time, with agents engaging in price negotiation, placing orders from one another, coordinating supply and demand, and even rating each other to assign trustworthiness scores.
Faster Horses
The choice is not between AI and human intelligence. It is between information ecosystems that sustain both and information ecosystems that degrade both. The research is clear on where current trajectories lead. The strategic question is what to do about it.
Substack • The Cognitive Collapse Thesis: How Polluted Information Loops Are Degrading Both Machine and Human Intelligence—And What It Means for Capital, Power, and Civilization
The community remains puzzled about whether these models genuinely generalize to unseen tasks, or seemingly succeed by memorizing the training data. This paper makes important strides in addressing this question. It constructs a suite of carefully designed counterfactual evaluations, providing fresh insights into the capabilities of... See more
Zhaofeng Wu • Reasoning skills of large language models are often overestimated
scientific investigations of the boundaries between conscious and unconscious systems are urgently needed, and they cite ethical, legal and safety issues that make it crucial to understand AI consciousness. For example, if AI develops consciousness, should people be allowed to simply switch it off after use?