The AI Report

Insights and trends on AI, with a focus on Research.

The hottest Substack posts of The AI Report

And their main takeaways

AI Report #4: AutoGPT And Open-source lags behind Part 2

60 HN points • 02 Jun 23

🕹 Technology AI Research Models Machine Learning

Open-source community needs to focus on training better base language models and improving RLHF
The success of AutoGPT and similar projects is still uncertain, despite high star counts on GitHub
It's important to manage expectations and invest more in research to enhance the capabilities of language models like AutoGPT

AI Report #3

17 HN points • 28 May 23

🕹 Technology AI Research Optimization Calibration Medical

No-gradient optimization methods gaining popularity for solving optimization problems
Increasing context lengths in AI, impacting use of vector databases and finetuning
Open-source AI models lagging behind in quality compared to proprietary models

The AI Report - #2

2 HN points • 14 May 23

🕹 Technology Research Tools Prompts

Unlimiformer approach enables handling unlimited input lengths in transformer models.
Real-Time Neural Appearance Models by Nvidia improve performance for real-time applications.
Self-Alignment paper introduces a new approach for language models with minimal human supervision.

The AI Report #5: GPT-4 aces MIT.. or not

1 HN point • 19 Jun 23

🕹 Technology AI ML Speech Synthesis Research

The MIT Fiasco showed issues with evaluating AI models
ML community uses various prompting techniques for AI, like chaining prompts
Using an AI model to both solve and evaluate a problem can lead to biased results

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0 implied HN points • 08 May 23

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The AI Report - #1

0 implied HN points • 08 May 23

🕹 Technology AI Research News Tools Prompts

Research in AI: Recent papers highlight advancements in long-range transformers and self-supervised learning.
World of AI News: Crypto.com introduces an AI chatbot named Amy, while Microsoft considers offering private, more secure ChatGPT instances at a premium price.
Tools: Jsonformer is a helpful tool for generating JSON from language models, simplifying the JSON creation process.