Wait! Maybe I Made Some Mistakes!
This issue: A new benchmark, a new prompt, a new tool
A new benchmark for AI investment: Swift Ventures unveils system to separate talk from action
A yap gap index
“The index reveals a stark talent gap in public markets. According to Swift’s analysis, only about 200 public companies maintain more than 1% of their workforce in AI-specific roles, despite widespread claims about AI adoption. This metric has become increasingly important as the U.S. Bureau of Labor Statistics projects unprecedented demand for AI engineers.”
“The venture capital firm developed the index by fine-tuning large language models to analyze thousands of earnings transcripts, hiring data, and research contributions. The analysis revealed that while companies mentioned AI over 16,000 times in last quarter’s earnings calls, only a small fraction are making substantial investments in the technology.”
https://venturebeat.com/ai/swift-ventures-ai-index-finds-the-companies-actually-driving-the-tech/
Towards Open Reasoning Models for Open-Ended Solutions
“Wait! Maybe I made some mistakes! I need to rethink from scratch.”
“We aim to address the question: “Can the o1 model effectively generalize to broader domains where clear standards are absent and rewards are challenging to quantify?””
“We introduce a reflection mechanism by adding the phrase “Wait! Maybe I made some mistakes! I need to rethink from scratch.” at the end of each thought process. This prompts the model to self-reflect and reevaluate its reasoning steps. Implementing this reflection yields significant improvements, especially on difficult problems that the original model initially solves incorrectly. With the addition of reflection, approximately half of these challenging problems are answered correctly.”
Zhao, Y., Yin, H., Zeng, B., Wang, H., Shi, T., Lyu, C., ... & Zhang, K. (2024). Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions. arXiv preprint arXiv:2411.14405.
https://arxiv.org/abs/2411.14405
Screenshot To Code
A simple tool to convert screenshots, mockups and Figma designs into clean, functional code using AI.
https://github.com/liseami/screenshot-to-code
Reader Feedback
“Re-inflating kernels kind of describes like how work-groups spawn diverging diamonds while brainstorming. Would a group of agents do that too?”
Footnotes
Happy holidays.
Reflect. Refresh. Recharge.
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