Olshansky's Newsletter • 22 implied HN points • 03 Dec 25
- AI is already here as an amplifier of human intelligence and is being used daily across personal and professional tasks; agent-driven tools have massively increased productivity, especially for coding.
- High-quality, unique data and expert-labeled "golden" datasets are the most valuable assets for building useful AI systems; simple benchmarks and naive fine-tuning are limited, while reinforcement fine-tuning and dedicated context engineering will drive real gains.
- Practical changes are coming in the next few years: local inference stations, agentic e-commerce, consolidation of tooling, and new roles like context engineers and AI bootcamps; foundational roles like architects will remain and superintelligence isn’t expected soon.