Hire Scouts to Uncover Polymathic Expert Guests
Pay $100/hr remote scouts (5-10 hrs/wk) in bio/history/econ/math/physics/AI/hardware to find deep experts who synthesize broadly, rejecting self-contained inbound pitches.
Guest Profile: Depth Plus Synthetic Range
Target guests are deep domain experts with polymathic ability to connect their field to broad world questions, often masked in academic work but revealed in conversation. Avoid self-contained researchers focused only on their projects, even if impressive—prioritize those delivering surprising synthesis, hot takes, and unbiased overviews.
Examples of hits:
- Jacob Kimmel (bio/ML): Drew ML gradient analogies to explain evolution's lack of longevity selection; covered gene repurposing from HIV-like viruses, pharma bottlenecks.
- David Reich (ancient DNA): Overturned high-school human evolution assumptions with surprises like 70,000 years ago when 1,000-10,000 modern humans outcompeted multiple Eurasian hominin species (Neanderthals, Denisovans, 'Hobbits'); 30-70% Neanderthal DNA from modern humans; Yersinia pestis killing 25-50% of Western Eurasians for millennia, linking to Yamnaya expansion, Rome's fall, Industrial Revolution; non-African brains possibly Eurasian-origin.
- Andrej Karpathy (AI): Rare unbiased expert in fast-moving field, giving credible lay-of-the-land without company bias.
Reich exemplifies humility with qualifiers yet bold cross-field speculation (e.g., caste system's millennial endogamy from genetic clines).
Scout Role: Networks, Taste, and Prep Support
Hire 1+ scouts per field (bio, history, econ, math/physics, AI/hardware) at $100/hour, fully remote, flexible 5-10 hours/week. Ideal: grad students/postdocs plugged into disciplines with high taste. Beyond guest pitches, build prep curriculums for rapid host upskilling.
Application: Simple Airtable form pitching 1 guest + self-intro, due Jan 23, 11:59 PM PT.
Comment advice refines process: Standardize to 1-page dossiers (1-2 Q&A clips with timestamps, 3 defendable claims, 8-10 question stems incl. 'what changes your mind?', mini-curriculum of 3 reads/2 talks/5 terms). Use AI for grunt work (seminar searches, transcripts); humans judge 'aliveness,' range, clean incentives. Leverage guests for referrals (best talks, disagreements, underrated peers) to compound flywheel over cold scouting.
High-Impact Questions Needing Expert Guests
Bio: Is 10x-100x drug discovery speedup plausible post-CRISPR/sequencing cost drops (despite Eroom's law slowdown)? Brain's missing sauce (reward curricula vs. gradient descent)?
Math/Physics: Blackboard lecture on nonlinear dynamics/chaos (à la Strogatz textbook, tying to ML fractals); AI-math impact on quantum/fusion/biology; research process (Lakatos' Proofs and Refutations: dialectical definitions/counterexamples vs. fixed proof search—AI vulnerabilities in meta-patterns).
AI/Hardware: RL scaling (1e26 FLOPs jump; inference vs. pretraining fruit; transfer/meta-learning for human-like labor)?
History: Needham question—how did Ming/Qing centralization concretely stifle invention (provincial bureaucrats, price systems, property, merchant interference)?
Econ: Explosive 20%+ AI growth mechanics (robot/compute investment details, sci-fi engineering like space GPUs/solar tiling); non-semiconductor countries' (India/Nigeria) catchup sans labor-capital transfer.