Media

Jenkins discusses how clogged grid interconnection queues and limited transmission capacity are bottlenecking new data center and generation hookups, and how flexible interconnection agreements could relieve the constraint without costly new infrastructure.

Pahlka discusses how outdated, rigid bureaucratic processes and a disconnect between policymaking and implementation create a persistent bottleneck preventing government from delivering effective digital services, and explores how AI could help identify and fix these procedural constraints.

Moser discusses how U.S. reshoring efforts are constrained by workforce development gaps and the need for total-cost-of-ownership analysis, arguing that skilled labor shortages are a key barrier to rebuilding domestic manufacturing capacity.

Handmer argues US energy expansion is constrained by gas turbine manufacturing capacity being sold out for years, grid transmission buildout falling an order of magnitude short of DOE projections, and multi-year environmental permitting reviews that delay solar and land acquisition.

Topol discusses how roughly 90% of drug candidates fail in clinical trials primarily because of poor early-stage target selection, not molecule design — a fundamental upstream bottleneck in drug discovery that he argues AI-driven analysis of patient data could help address.

Olivetti explains that battery electric vehicles require far greater quantities of specialty minerals (nickel, cobalt, lithium, graphite) than conventional vehicles, and that the real constraint is geographic supply concentration and risk — e.g., cobalt is mined only as a byproduct of nickel or copper, decoupling its supply from demand signals.

Miller explains that ASML is the sole global producer of EUV lithography machines needed for advanced chipmaking, and that it took ASML three decades of close collaboration with TSMC and Intel to develop this technology — making it an extraordinarily concentrated, hard-to-replicate manufacturing bottleneck in the global chip supply chain.

Klein discusses how Russia and Belarus's combined ~40% share of global potash production, disrupted by the war in Ukraine and sanctions, along with natural-gas-dependent nitrogen fertilizer production, created a global fertilizer supply bottleneck with outsized impact on food-insecure developing nations.

Viswanathan explains that current lithium-ion battery energy density (~260 Wh/kg in EVs) falls far short of the 600+ Wh/kg needed for aircraft electrification, and argues incremental lithium-ion improvements cannot close this gap without new battery chemistries.

Friedmann explains that scaling carbon capture, utilization, and storage is limited not by technology but by inadequate financial incentives (the 45Q tax credit alone is insufficient outside enhanced oil recovery) and the absence of policy measures that align markets so investors can recoup project costs across sectors like cement, steel, and power.

Long-form interviews with researchers, founders, and economists — a recurring source of firsthand accounts of bottlenecks across AI, energy, and biology.