I just listened to a very powerful and relevant episode of the Volts podcast in which Dave Roberts interviewed Jigar Shaw. (Available on Substack or Apple Podcasts if you can’t access it there.) I had Claude create a study guide from the transcript, below.
Data centers are doing power wrong—and it's not just bad for the planet
The "good model": flexible interconnection + distributed capacity
Grid utilization as the unifying narrative
Governors are the key lever — not utilities, not FERC
Utility incentives are the structural villain — but Wall Street is an unexpected ally
Distributed capacity: "slowly then all at once"
The "masculine energy" problem — and Google as the counterexample
Clean energy industry's political malpractice
Geopolitical coda: Strait of Hormuz and the global energy order
All quantitative data points from the transcript
People mentioned — with context from the transcript and public sources
Jigar Shah
Pioneer of the solar PPA model (SunEdison), managed $40B+ in DOE loan guarantees 2021—2025. Co-hosts Energy Empire and Open Circuit podcasts. TIME100 most influential person, 2024. Co-founded Multiplier with Jonathan Silver to advise cleantech startups on exits and financing.
David Roberts
Energy journalist and podcast host focused on climate, energy policy, and grid modernization. Former Vox energy writer. Self-described populist skeptic of utilities and hyperscalers alike. Has done extensive coverage of distributed energy resources, VPPs, and grid utilization.
Tyler Norris
Lead author of "Rethinking Load Growth" (Feb 2025) — the most-discussed energy paper of the year. Found that the US grid has 76—98 GW of headroom for new flexible loads without major new infrastructure. Testified before Congress. Subsequently hired by Google to develop clean energy deployment approaches.
Astrid Atkinson
Former senior software engineer at Google who applied distributed systems architecture principles to utility grid management. Co-founded Camus in 2019. The company provides grid orchestration software to 40+ utilities, using ML to optimize DERs in real time. Referenced in the podcast alongside Jesse (likely Jesse Shapins of Camus).
Amit Narayan
Founded AutoGrid (sold to Schneider Electric), then co-founded GridCure with Arun Majumdar. GridCure unlocks siloed utility data to find cheaper interconnection paths for data centers. Demonstrated 4-year-to-9-month interconnection compression at Portland General Electric.
Arun Majumdar
Served as ARPA-E director and Deputy Energy Secretary under Ernie Moniz. Led Stanford's energy initiative. Brought to GridCure by Narayan to add regulatory and institutional credibility.
Ian Magruder
Running the Utilize Coalition, a 2-year sprint campaign to build the "grid utilization" narrative as a bipartisan framework for energy affordability. The coalition's central argument: grid utilization below 50% means we're underusing what we've already paid for.
Arnab Pal
Co-founded Deploy Action with Shah. Serves as Shah's political advisor — specifically credited with telling Shah "when not to stick his head up" during DOE tenure. Leads Deploy Action's state-level policy work.
Molly Spanberger (Governor)
Made grid utilization data disclosure "her bill" — not just a bill she supported. The Virginia legislation passed near-unanimously (only 6 Senate votes against), requiring Dominion Energy to share grid utilization data. Cited as a model for the cascading state-level reform Shah envisions.
Zach Dell
Son of Michael Dell (Dell Technologies). Co-founded Base Power in 2023. Raised $1B Series C in October 2025. Base installs home batteries (25-50 kWh) at low cost, earns revenue from ERCOT grid services, and passes savings to customers as guaranteed below-market rates. Just landed 100 MW deal with CoServ (Denton County co-op near DFW).
Devesh Gupta
Cited by Shah as an example of exceptional utility leadership on VPPs — "one of the most progressive utilities in the country on VPPs." Then used as an example of how good ideas die: BG&E handed a Gupta-championed contract to a preferred contractor with no relevant expertise.
Chris Wright
Sent an ANOPR to FERC advocating for data centers to connect with "a minor grid connection and a whole bunch of BYOG" (bring your own generation). Shah says Wright has been actively pushing the BTM natural gas strategy that Shah critiques as the "masculine energy" approach.
Katherine Hamilton
Credited with the memorable line: "batteries are the bacon of the grid." Context not specified but she's a well-known clean energy policy advocate and principal at 38 North Solutions.
Abby Hopper
Cited as having raised only $2.5M for a clean energy PAC from a $110B/year industry — Shah's prime exhibit for the clean energy industry's political underinvestment. SEIA is the main solar trade association.
Organizations mentioned — with context
Camus Energy
ML-based platform that gives utilities real-time visibility and control over distributed energy resources. Serves 40+ utility clients. Co-founded by Astrid Atkinson (ex-Google). Raised $26M Series A. Core product: Mimo, an open-source grid edge orchestrator. Shah says they already privately surface grid utilization data for all their clients.
GridCure
Aggregates and analyzes siloed utility data to find cheaper, faster interconnection paths for large loads. Proven case: Portland General Electric, 4-year interconnection compressed to 9 months. Data-center companies hire GridCure to solve the problem the utility couldn't.
Base Power Company
Installs 25-50 kWh batteries in homes at low cost ($695-$995), owns/operates the batteries, earns revenue from ERCOT grid services, provides customers below-market guaranteed electricity rates. Raised $1B Series C (Oct 2025). 100 MW deal with CoServ (DFW). Qualified for ERCOT's ADER program.
WeaveGrid
Proved that software can reliably manage distribution substation loading - something no distribution engineer believed possible. Now operates in 8 utility territories. CPUC validated and doubled their program. Effectively evolved into a DERMS (distributed energy resource management system) platform.
Voltus
Gives transmission tags to data centers via ISOs (PJM, MISO) - tags shared regionally, not just circuit-level. Has signed contracts with hyperscalers to provide flexibility services. Distinct from the "physics layer" work of Camus/GridCure — Voltus operates at the transmission/market layer.
Spark Fund
A program (associated with Pier LaFarge) moving through Xcel Energy approval in Minnesota, attempting to get a utility to certify and trust a basket of distributed capacity for data center interconnection. Shah calls it the first real attempt to prove the distributed capacity model at scale. 8 other utilities waiting to copy it.
Form Energy
Iron-air battery company. Cited in context of Google's Minnesota deal: Google convinced Xcel to use a Form Energy battery (doubling its size) as the solution to local substation constraints, enabling Google's data center to connect without a new gas plant. Deal is done and approved.
Deploy Action
Champions state-level grid utilization reforms. Technology-neutral. Passed the Virginia grid utilization data disclosure bill. Active in CA, VA, NJ, PA, MI. Pursuing utilization portfolio standards (analogous to RPS) as the next policy frontier.
Multiplier
Helps cleantech startups with financing, strategy, and exits. Co-founded with Jonathan Silver (Obama-era DOE loan program director). Focus areas: solar, wind, battery storage, plus emerging sectors like nuclear fusion and geothermal. Launched April 2025.
Utilize Coalition
2-year sprint campaign (not a permanent org) to build "grid utilization" as the central narrative for energy affordability reform. Technology-agnostic. Backed by Brattle Group report. Roberts interviewed Ian Magruder about it the same day as this Shah recording.
PJM Interconnection
The nation's largest grid operator, covering 13 states + DC. Sets capacity market prices ($333/kW-day for gas plants, ~$30 for thermostats). Shah references PJM's flexible interconnection proposals and Voltus's use of PJM transmission tags for data center flexibility.
MISO
Midcontinent Independent System Operator. Covers Minnesota (Xcel territory). Referenced in context of Xcel's DCP program bidding into MISO for battery revenue streams, and Voltus providing MISO transmission tags to hyperscalers.
ERCOT
Electric Reliability Council of Texas. Referenced as "not happy" with Crusoe and Oracle data center behavior, and as the market where Base Power operates its ADER program. Deregulated structure makes Texas different from most states — no traditional IOU rate-base model in the same way.
Scott Madden
Shah mentions Chris Vlahoplus from Scott Madden, who figured out how to maintain natural gas plants in the early 2000s after utilities built a huge fleet in the 1990s and didn't know how to run them. Took 15 years for that knowledge to spread. Shah's point: Meta et al. haven't even started this learning curve.
ACORE
Cited as a bright spot: has effectively organized the investment community's political engagement. Shah credits ACORE with influential work protecting IRA credits during budget negotiations ("OBBB").
Acronyms and technical terms