sakana ai
5 articles about sakana ai in AI news
Sakana AI's Fugu Orchestrator Matches Anthropic Fable 5 Without Using It
Sakana AI's Fugu orchestrator matches Anthropic's top models on benchmarks without using them, offering a hedge against vendor lock-in amid export controls.
Sakana AI 7B Conductor Hits SOTA on GPQA-Diamond via Orchestration
Sakana AI's 7B Conductor model achieves SOTA on GPQA-Diamond and LiveCodeBench via orchestration of specialized sub-models, accepted at ICLR 2026.
Sakana AI's Doc-to-LoRA: A Hypernetwork Breakthrough for Efficient Long-Context Processing
Sakana AI introduces Doc-to-LoRA, a lightweight hypernetwork that meta-learns to compress long documents into efficient LoRA adapters, dramatically reducing the computational costs of processing lengthy text. This innovation addresses the quadratic attention bottleneck that makes long-context AI models expensive and slow.
AI Architects Itself: How Evolutionary Algorithms Are Creating the Next Generation of AI
Sakana AI's Shinka Evolve system uses evolutionary algorithms to autonomously design new AI architectures. By pairing LLMs with mutation and selection, it discovers high-performing models without human guidance, potentially uncovering paradigm-shifting innovations.
Lilian Weng Argues Harness Design, Not Model Rewrites, Is Path to RSI
Lilian Weng argues RSI starts with harness design, not model rewrites, citing Sakana AI's The AI Scientist in Nature 2026 and two other projects.