Field notes The Energy Transition for the Rest of Us

Catalyst N° 098 of 125 25 Feb 2026

Volts crossover: Six big energy questions

with David Roberts, host of the Volts podcast (co-hosted episode; both speakers pose and answer questions)

In this note
  1. 01The question
  2. 02The answer
  3. 03The argument
  4. 04What you need to know first
  5. 05Details worth keeping
  6. 06Claims worth citing
  7. 07Where it’s contested

The question

What are the big open questions in energy and climate that we might actually get an answer to within the next five to ten years?

The answer

There are no answers here by design. The prompt was questions neither host can settle now but that reality may settle soon, and each brought three. What the six converge on is that cheap, abundant, easily sited electricity was the quiet assumption underneath a lot of the clean energy program, and it is not currently true. Roberts calls bringing electricity prices down the pivot on which everything else turns, and two of Kann’s three questions are second-order effects of the same scarcity.

03The argument

This is a co-hosted episode rather than an interview, so there is no single framing to test against: each host proposes his own questions and answers the other’s, and they disagree openly. Roberts notes that the five-to-ten-year bracket was the hard part of the exercise, because most of the questions he wanted to ask will not resolve for twenty or thirty years. Kann’s questions show the bracket working. Rather than asking whether data center fever breaks, which he treats as unanswerable, he asks a second-order version: how much large load goes fully off grid. And rather than asking whether industrial electrification succeeds, he asks whether it will look dead within the decade. Both are downstream of one fact, which is that you now cannot reliably get power on the grid where and when you want it, and its price is rising.

The off-grid question turns on a distinction worth holding onto. Bridge power, where a project self-generates for one to five years until its grid connection arrives, is already everywhere and is not what Kann is asking about. His question is how much load goes fully off grid with no intent to connect at all, which has essentially no precedent outside mining. His chain of reasoning: if demand for data center capacity keeps outrunning what the grid can serve, and the money behind it is willing to take risks hyperscalers historically would not, then some share of it takes the one risk that going off grid introduces, which is reliability, in exchange for being unshackled from siting constraints. Roberts’ gut says no, on the grounds that grids are extremely useful and that a gigawatt facility going off grid is building a city’s worth of electrical infrastructure to avoid a queue. He would rather see operators get serious about distributed capacity, which he argues is faster and cheaper than onsite generation if the financial and institutional arrangements can be lined up. Kann’s reply is not a rebuttal but an escalation: grant all of that, squeeze more out of existing lines, aggregate distributed capacity, and short of building an entirely new transmission system on top of the existing one you still hit a ceiling on time to power. Neither will forecast whether demand reaches the high projections, and their refusals differ in temperature rather than in kind. The caution Roberts insists on at the end is the one most likely to get lost: even if data center demand is radically overstated, electrifying transport, heat and industry means much more electricity and a much stronger grid regardless, and he does not want the two questions conflated.

Kann’s electrification question is where the price problem becomes explicit. His long-standing first-order recipe is to clean up electricity, electrify everything that can be electrified, and fill in the remainder, which implies electrifying a large share of heavy industry. That case has always rested on a trade: higher capital cost up front, lower operating cost afterwards, with the saving governed by the spark spread. Roberts adds less waste and easier permitting. But a new aluminum smelter drawing hundreds of megawatts now struggles to find a site, because data centers have taken the sites, and it faces rising power prices while being acutely price-sensitive. Each half of the value proposition erodes at once. Roberts generalizes this into what he calls the political question of the decade, which is whether anyone can bring electricity prices down while continuing to electrify aggressively, and he is blunt that failure here could sink everything else. Kann’s counterweight is alignment rather than optimism about any particular policy: affordability has become the operative word for utilities, data center companies and politicians simultaneously. Roberts adds that the technologies they favor happen to be the cheap ones, so moneyed interests push the same direction for reasons having nothing to do with the environment.

The other three questions are not about power supply at all, and they are where the two disagree most. On self-driving cars, Roberts’ worry is urbanism rather than emissions: easy, pleasant travel makes it easier to live an hour out, which works against density. Kann argues the climate arithmetic may be fine anyway, since autonomous fleets are electric and high utilization pays back the electric vehicle’s capital premium faster, with more vehicle miles weighing against that; Roberts declines to take a side and says nobody knows. On the softwarization of homes and cars, Roberts expects the platform pattern to repeat, with lock-in followed by exploitation, and wants interoperability and privacy rules written before rather than after. Kann, who owns most of the devices under discussion, reports that they are simply better, sees no evidence of the pattern yet, and says he would happily trade advertising for free robotaxi rides. On recycling, Roberts’ thesis is that recovered materials should be treated as a strategic mineral source rather than an environmental nice-to-have, so that buying a Chinese solar panel is also buying a quantity of minerals that become available when it dies. Kann agrees directionally, calls himself a recycling maximalist, and then supplies the binding constraint: while demand is still climbing the S-curve, the volume available to recycle is the volume of demand from a decade earlier, so recycling matters but does not solve a sovereign supply problem. Roberts accepts the mechanism and narrows his own claim to cost rather than volume. The geoengineering question splits them on whether obscurity is protective: both want deliberate, coordinated work, but Roberts fears that high-profile tests would mainly teach the world how cheap and how hard to detect solar radiation management is, and he doubts any enforcement regime could work when nuclear programs, which are far larger and harder to hide, still slip through.

04What you need to know first

Bridge power versus fully off grid
Bridge power means self-generating for a few years until the grid connection arrives; the project still intends to connect. Fully off grid means no grid connection is planned at all. The whole of Kann’s question depends on the difference, and the two are routinely conflated in coverage.
Spark spread
The gap between the price of electricity and the price of natural gas. The case for electrifying an industrial process is essentially an arbitrage on that gap, which is why rising power prices attack it directly.
Enshittification
Roberts’ term, credited to a writer he calls Cory, whose work Kann says he does not know. The claim is that platforms move through a cycle: genuine value to users first, then rising cost of leaving, then exploitation once users are locked in.
Solar radiation management
Deliberately reflecting a fraction of incoming sunlight to cool the planet. What makes it a governance problem rather than an engineering one is that it is cheap relative to its effect and hard to detect, so a single well-funded actor could do it unilaterally.

05Details worth keeping

  • Kann uses Waymo as a verb, says the service is fully normalized in San Francisco for anyone who is not a tourist, and has been betting since his son’s birth that the boy will never get a driver’s license, roughly twelve years from now. He flags that this is specific to a suburban Bay Area childhood.
  • The measurable test both agree on for autonomous vehicles is whether total vehicle miles traveled rises in cities with high penetration. Roberts notes California muddies the experiment by restraining sprawl through other policies, so a city without that overlay would be cleaner. Kann offers Phoenix as the early test bed, chosen for its simple street grid, flat terrain and good weather, and Roberts counters that Phoenix is already sprawling fast enough to bury the signal.
  • Kann says Senator Josh Hawley and at least one other legislator introduced a bill that would essentially mandate data centers go off grid, and that he presumes it does not pass.
  • Kann cites a study from Paces and Scale Microgrids asking whether a data center can run fully off grid at high utilization on mostly solar and storage. The answer was that you generally still need a little dispatchable generation. Roberts’ response is that this is just the microgrid question, and that he would rather see bigger batteries substitute for the gas.
  • The sharpest exchange in the episode is short. Roberts says Kann must be imagining very large gas plants; Kann says he is not imagining them, he is watching them get built; Roberts says he has not accommodated himself to that and does not want it to happen.
  • Kann’s home device list, offered against the enshittification worry: Nest and ecobee thermostats, EV charger software, a Kia EV9, and a Quilt heat pump he bought as customer number seven. His verdict is that each is better than what it replaced and that he has heard nobody complain that a Nest thermostat or the Tesla app has degraded.
  • The specific reason recycled rare earths should be cheaper: virgin mining produces a basket of all sixteen grouped elements requiring an expensive separation process, while only about four are actually wanted. Recycling returns only the elements that were already in use, which removes several separation steps from the value chain. Kann’s target end state is where aluminum and copper already are, where heavy recycling coexists with continued heavy mining.
  • The two spare questions Roberts throws in at the end are both about unplanned, bottom-up solar. Permissionless or balcony solar, meaning plug-in generation or storage a customer can install without asking a utility, is his first, and his interest is less in the megawatts, which both expect to be modest, than in whether hands-on access creates a subculture that cares about energy. His second is China’s overproduction flooding neighbors with very cheap panels, and what a spontaneous, unplanned mass of distributed solar does to a developing country’s grid, physically and politically.

06Claims worth citing

All figures as stated on 2026-02-25. Several are explicitly rough, and two are self-corrected mid-sentence by the speaker; those are flagged. This is a speculative conversation, so most of what follows is a prediction rather than a measurement.

  • Electricity is about 25% of final energy consumption in the US, and 75% is not. Kann
  • Roughly one in every three cars in San Francisco is a Waymo. Kann says this conversationally and offers no source, so treat it as an impression of saturation rather than a measured share. Kann
  • Every self-driving car currently on the road is electric. Roberts
  • Elon Musk wants to put 100 gigawatts a year of orbital data centers in space, and says orbital compute will be the cheapest way to get new compute within three to five years. Kann says flatly that this is not possible on that timeline, without disputing the direction. Musk, cited by Kann; the rejection is Kann’s
  • Electricity prices over the next three years are probably going up rather than down, which is what erodes the industrial electrification case. Kann allows it may be cyclical and turn back in about five years. Kann, prediction
  • Rare earth elements are the least recycled critical mineral. Sixteen are grouped together in mining and only about four are really used. Kann
  • Within ten or twenty years, a unit of critical minerals drawn from recycling will be cheaper than a unit mined, and recycling will become the primary and cheapest source. Roberts does not expect a fully self-contained domestic supply chain ever, and frames recycling as a buffer rather than self-sufficiency. Roberts, prediction
  • A billionaire could personally deliver something like half a degree Celsius of global cooling. Kann puts the rough order of magnitude at a couple of billion dollars for roughly half a degree, and explicitly says efficacy is not well established and the estimates he has seen are approximate. Kann
  • Twenty-five states have laws either proposed or announced to be proposed to legalize balcony solar. Roberts says this figure changes week to week. Roberts
  • Germany has on the order of a gigawatt of balcony solar across roughly four million systems, in about three years since legalization. Roberts corrects himself from “400 million” to “4 million” mid-sentence. Roberts
  • Pakistan has imported solar panels equivalent to about 40% of its total load, over roughly two to three years, with similar dynamics in Vietnam and in Africa. Roberts
  • Roberts expects that in the very long run electrochemistry does advance far enough to electrify the last industrial processes. Steel and cement can already be made electrochemically with zero emissions, at much higher cost. His own phrasing is “think slash hope, let’s call it a 50-50 split,” which reads as a split between conviction and hope rather than as odds on the outcome; do not quote it as a 50% probability. He calls it a twenty-year-plus question, outside the episode’s own bracket. Roberts, prediction

07Where it’s contested

  • Nobody will forecast data center demand. Kann declines outright, saying he is not smart enough and that nobody knows the answer. Roberts is the more deflationary of the two and treats the sheer size of the forecasts as evidence against them. Kann’s narrower claim, which he does stand behind, is that frontier model training will keep demanding very large centralized facilities for some period, that sites on the grid are already hard to find in the timeframe buyers want, and that he does not know how long the squeeze lasts.
  • Whether large load actually goes off grid. Kann builds the case for it and never puts a number on it. Roberts says his gut instinct strongly says no, and prefers distributed capacity to onsite generation on both speed and cost.
  • Roberts’ explicit warning against conflation. He asks that the question of how many data centers get built be kept separate from the need for a much stronger grid, which he argues holds regardless because of transport, heat and industrial electrification. Worth preserving, since it is the one place either speaker guards against the episode’s own framing.
  • Enshittification is the live disagreement and both sides are qualified. Roberts concedes his worry is speculative, that the field is early, and that he has no concrete examples yet, and calls it a generalized fear. Kann says he does not know the underlying work, reports his own devices have improved, says he can imagine it going off the rails, and does not accept lock-in as the inevitable direction of travel. His concession is only that clear interoperability and privacy rules would be fine.
  • Sprawl. Roberts holds that spreading outward is bad for reasons extraneous to climate. Kann disclaims expertise, says he is not an urbanist, finds the exurban growth plausible enough that he knows an investor betting on it, and does not see it as inherently bad. Neither will take a position on the net climate effect of autonomous vehicles.
  • The recycling S-curve. Roberts accepts Kann’s timing objection, corrects “forever” to “until the top of the S-curve,” and offers a partial offset, that recovered lithium goes further in newer, better batteries than it did in the old ones. Kann’s conclusion survives the exchange: meaningful, but not a solution to sovereign mineral supply.
  • Geoengineering governance. Roberts says he can argue either side depending on the day. He wants deliberate, eyes-open work, and simultaneously fears that visible tests advertise how cheap and undetectable the option is. He doubts an international enforcement regime is feasible, reasoning that nuclear weapons programs are much larger, costlier and more specialized and are still concealed successfully. Kann wants something like the International Atomic Energy Agency for it and argues the alternative, collective head-in-sand, makes unilateral development more likely. They end agreeing only that the knowledge cannot be unlearned.
  • Attribution of the rogue actors. Roberts describes those already running small solar radiation experiments as Silicon Valley figures; Kann objects to the label. The transcript renders his objection as a double negative, so his exact wording is unclear, but the disagreement is about the label rather than the activity.

Cite as: “Volts crossover: Six big energy questions,” The Energy Transition for the Rest of Us, note on Catalyst with Shayle Kann, February 25, 2026. CC BY 4.0. View the Markdown