Amul BhamIndependent research on how ideas emerge, how systems organize, and how technology and institutions shape the conditions for discovery.https://amulbham.com/The Desk Is Where You Write It Downhttps://amulbham.com/research/knowledge-work/the-desk-is-where-you-write-it-down/https://amulbham.com/research/knowledge-work/the-desk-is-where-you-write-it-down/Discovery and capture are different kinds of work. The office debate argues about buildings when the real question is which conditions let ideas form and get written down.Wed, 14 Oct 2026 00:00:00 GMTknowledge workdiscoverycaptureincubationilluminationDefault Mode Networkattentional switchingwalkingcreativityreturn to officecognitive loadcommute predictabilityinstitutional designthird placeThe Chisel Fallacy: What Pangram Actually Measureshttps://amulbham.com/research/knowledge-work/the-chisel-fallacy-what-pangram-actually-measures/https://amulbham.com/research/knowledge-work/the-chisel-fallacy-what-pangram-actually-measures/Why an AI-detection score can't settle who supplied the intellectual work — and the Intellectual Work Ledger, a proposed better standard.Tue, 22 Sep 2026 00:00:00 GMTAI detectionauthorshipDirected AuthorshipVending Machine AssumptionChisel FallacyIntellectual Work LedgerThree Self-Organizing Systemshttps://amulbham.com/research/cybernetics/three-self-organizing-systems/https://amulbham.com/research/cybernetics/three-self-organizing-systems/Seven invariants applied to an ant colony, a market, and the immune system — same structural class, no shared substrate.Mon, 31 Aug 2026 00:00:00 GMTself-organizing systemsseven invariantsclassificationcognitive physicscyberneticsThe Invariants of Self-Organizing Systemshttps://amulbham.com/research/cybernetics/the-invariants-of-self-organizing-systems/https://amulbham.com/research/cybernetics/the-invariants-of-self-organizing-systems/Seven structural conditions, independently discovered across physics, biology, and economics, that jointly define any self-organizing system — from a cell to a market.Mon, 24 Aug 2026 00:00:00 GMTself-organizing systemscomplexity sciencecyberneticsconservation lawattractor dynamicsNoether symmetrycognitive physicsHow Frontier Model Training Became a Public Utilityhttps://amulbham.com/research/essays/how-frontier-model-training-became-a-public-utility/https://amulbham.com/research/essays/how-frontier-model-training-became-a-public-utility/Dario Amodei asked Congress to restrict AI distillation while admitting it's more efficient than his training process. Why that can't work, and where the real moat is.Wed, 19 Aug 2026 00:00:00 GMTdistillationAI policyfrontier modelsAI infrastructureAn Engineer's Guide to Structural Financial Aid Exploitshttps://amulbham.com/research/essays/an-engineers-guide-to-structural-financial-aid-exploits/https://amulbham.com/research/essays/an-engineers-guide-to-structural-financial-aid-exploits/Modeling the FAFSA as a rules engine: five structural mechanisms that squeeze middle-class families out of financial aid, and the rational responses to each.Tue, 04 Aug 2026 00:00:00 GMTfinancial aidFAFSADependency ParadoxLiteracy PremiumCoherence FailureCompliance WindowPrivate CorrectionBennett Hypothesis