Livan
Note: Content in this section is unpolished and explicitly marked with uncertainty. These are structural thoughts forming in real-time, not conclusive analysis.
Hypothesis 01: The Decay of Search as Infrastructure
We rely on web search as a fundamental infrastructure layer for human knowledge retrieval. As generative models flood the web with synthetic, optimized content, the signal-to-noise ratio of traditional index-based search degrades.
Thought Experiment: What happens to the economics of the web if search ceases to be a reliable router of human intent? Does traffic revert to curated, closed networks?
Hypothesis 02: Software Engineering vs. Prompt Engineering
Prompt engineering is currently treated as a distinct technical skill. Our hypothesis is that it is a temporary artifact of poor model interfaces.
Thought Experiment: Within 36 months, writing a prompt will not be an engineering task; it will be an implicit action handled by the compiler or the IDE, much like memory management in garbage-collected languages. If true, optimizing organizations around prompt engineers is a misallocation of resources.
Hypothesis 03: The New Technical Debt
Historically, technical debt involved poorly structured code or outdated dependencies. The next generation of debt will be behavioral: systems that "mostly work" but fail probabilistically in ways that cannot be debugged through standard systems analysis.
Thought Experiment: We need a new vocabulary for debt incurred by non-deterministic logic. See our early thoughts in the Signals tracker.