Key takeaways from "State of AI Report 2023" report published by Air Street Capital

CFTE summarised “State of AI Report 2023” report by Air Street Capital. The State of AI Report analyses the most interesting developments in AI. We aim to trigger an informed conversation about the state of AI and its implication for the future. T

Key Aspects

The report is in its sixth year and is designed as a compilation of the most interesting developments in AI.
It aims to trigger informed conversations about the state of AI and its future implications.
The focus is on AI as a multidisciplinary field of science and engineering with the goal of creating intelligent machines.
AI is viewed as a force multiplier on technological progress in an increasingly digital, data-driven world

Introduction
Research: Technology breakthroughs and their capabilities.
Industry: Areas of commercial application for AI and its business impact.
Politics: Regulation of AI, its economic implications, and the evolving geopolitics of AI.
Safety: Identifying and mitigating catastrophic risks posed by highly-capable future AI systems.
Predictions: Expectations for the next 12 months and a review of the 2022 predictions

Key Findings and Insights

This report will give you an insight into:

GPT-4 is the master of all it surveys (for now), beating every other LLM on both classic benchmarks and exams designed to evaluate humans, validating the power of proprietary architectures and reinforcement learning from human feedback.
Efforts are growing to try to clone or surpass proprietary performance, through smaller models, better datasets, and longer context. These could gain new urgency, amid concerns that human-generated data may only be able to sustain AI scaling trends for a few more years.
LLMs and diffusion models continue to drive real-world breakthroughs, especially in the life sciences, with meaningful steps forward in both molecular biology and drug discovery.
Compute is the new oil, with NVIDIA printing record earnings and startups wielding their GPUs as a competitive edge. As the US tightens its restrictions on trade restrictions on China and mobilizes its allies in the chip wars, NVIDIA, Intel, and AMD have started to sell export-control proof chips at scale.
GenAI saves the VC world, as amid a slump in tech valuations, AI startups focused on generative AI applications (including video, text, and coding), raised over $18 billion from VC and corporate investors.
The safety debate has exploded into the mainstream, prompting action from governments and regulators around the world. However, this flurry of activity conceals profound divisions within the AI community and a lack of concrete progress towards global governance, as governments around the world pursue conflicting approaches.
Challenges mount in evaluating state of the art models, as standard LLMs often struggle with robustness. Considering the stakes, as “vibes-based” approach isn’t good enough.