AI Startup Landscape

CB Insights AI 100 2024.xlsx

📃 AI & ML Papers

Attention is All You Need (2017): https://arxiv.org/pdf/1706.03762

Scaling Laws for Neural Language Models (2020): https://arxiv.org/pdf/2001.08361

📈 Benchmarks

1. ARC-AGI Benchmark: Considered industry leading benchmark for AGI
2. Humanity’s Last Exam: A multi-modal benchmark designed to be the final closed-ended academic benchmark with broad subject coverage
3. **LiveBench:** An industry standard, contamination-Free LLM benchmark
4. **EpochAI:** AI benchmarking dashboard for performance on Ph.D.-level Science Questions
5. Massive Text Embedding Benchmark: HuggingFace embedding model leaderboard
6. Artificial Analysis: Various Industry Benchmarks

💻 Other Resources