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Re:signalRory Sutherland Interview with Re:signal's CEO Kevin Gibbons at Re:commerce 2026
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CHAPTERS
Chapter summaries
AI risk isn’t the tech—it’s cost-cutting deployments inside big organizations
Kevin asks about the future of AI and whether companies will overdo it. Rory argues the biggest risk may come from how AI is sold internally—primarily as a cost-saving tool rather than a value-creation opportunity—especially once energy and data-center bills arrive.
- •AI’s biggest danger may come from the people who deploy it, not AI itself
- •AI is easiest to sell internally on cost savings, not opportunity creation
- •Employees resisting AI can be acting rationally if they expect it to be used for layoffs
- •Rory contrasts value creation (new forms of exchange) with what large firms usually do
Bureaucratic veto power and perverse incentives: the “four horsemen” problem
Rory claims large organizations prioritize cost-cutting and regulatory paranoia, giving internal control functions outsized veto power. He argues these functions can take credit for short-term savings while avoiding accountability for long-term opportunity loss.
- •Large firms tend to focus on cost-cutting and regulatory fear
- •Finance, compliance, procurement, and HR are described as having effective veto power
- •Those functions are punished when things go wrong, incentivizing them against experimentation
- •They can claim credit for cost reduction without owning lost opportunity or long-term damage
Self-checkout as a cautionary tale: short-term savings, long-term harms
Kevin raises quality risks if AI is used for everything. Rory links that to prior cost-cutting moves like self-checkout, arguing decision-makers took credit for headcount reduction while the long-term consequences (like increased shoplifting) weren’t pinned on them.
- •Quality and downstream effects get ignored when incentives reward cost cuts
- •Self-checkout is used as an example of unintended long-term consequences
- •Rory argues decision-makers aren’t held responsible for second-order effects
- •He warns about siloed optimization: improving parts while the whole deteriorates
“Shitification” beyond digital: search results, scams, and paying for a second opinion
Rory expands Cory Doctorow’s idea of “shitification,” saying it’s not limited to digital—though highly visible there. He describes getting scammed via search results and explains why auction-based ranking can favor dishonest actors, leading him to recommend using a paid search engine as a backup.
- •“Shitification” is framed as broader than digital, even if most visible there
- •Auction dynamics can place dishonest actors prominently because they can pay more
- •Rory recounts being scammed while trying to access an official permit site
- •He says he uses a paid search engine (caggy.com) and recommends having a second opinion
- •He argues we need search that shows what the user wants, not what others want them to see
How ad auctions skew what we see: high-margin brands outbid low-margin essentials
Rory explains that online advertising visibility can become unrepresentative of real consumer spending because high-margin, easily attributable products can outbid low-margin goods. He uses this to argue that digital ad ecosystems create a ‘parallel economy’ of what gets promoted versus what people actually buy.
- •Dishonest actors aren’t the only distortion—economics of margin and attribution also skew outcomes
- •High-margin direct sellers can outbid low-margin, low-attribution products
- •He notes that despite their size, major packaged-goods advertisers are less visible online
- •Online ads can overrepresent impulse-buy, easily attributed purchases
- •Rory describes this as creating a “weird parallel economy” in what gets advertised
The “Walford effect”: why one purchase can dominate your ad feed
Rory shares an anecdote about buying expensive school tights and then seeing months of targeted ads from similar direct-to-consumer niches. The point is that high-margin businesses can spend heavily to reach small audiences and still make the economics work, shaping what users see online.
- •A single high-margin purchase can shift subsequent ad exposure for months
- •Direct-to-consumer niches can justify high follow-up spend per prospect
- •Rory uses FedEx shipping as a signal that margins can be substantial
- •He observes some categories (like cars) appear less in online ads and wonders why
Not advertising can be ideology, not evidence: Tesla, Starbucks, and word-of-mouth categories
Kevin and Rory discuss why some companies avoid advertising and whether that’s wise. Rory calls Tesla’s lack of advertising a mistake and says big brands can benefit from advertising, while noting that Tesla benefited early from being the default choice in a new category and from rich conversation and word-of-mouth.
- •Rory says Tesla would sell more cars if it advertised
- •He suggests some digital businesses avoid conventional marketing for ideological reasons
- •Starbucks is cited as having started advertising after resisting it, and Rory says it works
- •Tesla’s early position is described as close to a natural monopoly for EVs
- •With more competition (including Chinese entrants), he argues firms must tell people their advantages
AI-driven outreach and the looming collapse of online trust
Prompted by Kevin’s question about standing out when everyone uses AI, Rory predicts trust online could collapse. He argues legislation moves too slowly and uses subscription cancellation friction as a major example of unethical design that harms the whole economy by making consumers suspicious of legitimate offers.
- •Rory forecasts a possible collapse of trust in the online world
- •He says subscription cancellation should be much easier and visible in credit card interfaces
- •He argues current subscription practices create unethical inertia selling
- •He praises a subscription model he says Taggi uses: if you don’t use it in a month, you don’t pay
- •He claims widespread bad experiences reduce willingness to subscribe, hurting honest actors too
Why subscription-heavy valuations are fragile: cancellation becomes easier, value collapses
Rory continues the subscription argument, suggesting many businesses are vulnerable if legislation or banking tools make cancellation simple. He contrasts direct debit (easy to cancel) with credit card subscriptions (harder to cancel) and predicts a major revaluation when cancellation becomes a two-click process.
- •He argues people have a personal limit on how many subscriptions they’ll carry
- •Finance, venture capital, and private equity are described as loving predictable subscription revenue
- •He suggests many subscription businesses sit on a “burning platform” if rules or tech change
- •He says non-utility subscriptions are often forced onto credit cards because they’re harder to cancel
- •He predicts easier cancellation (including via card apps) will slash some companies’ valuations
The Olympics, “wasted effort,” and the psychology of aspiration and comparison
A digression becomes a broader point about how we focus on winners and ignore wasted effort. Rory argues aspiring in highly competitive fields can be damaging, shares a personal anecdote involving Daniel Kahneman’s view on acting aspirations, and discusses how comparison contexts affect confidence and happiness.
- •Rory calls the Olympics ‘shit’ and argues sport can be a net catastrophe when wasted effort is counted
- •He references ‘Hoop Dreams’ as a tragedy of near-success derailed by arbitrariness and bad luck
- •He recounts Daniel Kahneman saying aspiring to be an actor can be especially bad for happiness
- •He discusses how constant exposure to successful peers intensifies dissatisfaction
- •He notes confidence can be dented by being ‘below average’ in elite environments
Padel, intrinsic enjoyment, and globalization’s winner-takes-all economics
Kevin raises padel, prompting Rory to explore why some sports feel intrinsically enjoyable. Rory warns that turning elite performance into a livelihood is risky because globalization concentrates rewards at the top, creating winner-takes-all outcomes even when skill differences are small.
- •Padel is discussed as a sport driven largely by intrinsic enjoyment
- •Rory notes extreme success can depend on innate advantages as well as training
- •He argues globalization amplifies winner-takes-all effects
- •He says connecting everyone (as the internet did) concentrates gains disproportionately
- •He shares an example of a once-elite tennis player now teaching children, illustrating steep drop-offs
How agency pay models changed creativity: commissions, alignment, and capturing upside
Kevin asks about agencies and Rory contrasts the commission era with today’s day rates. Rory argues the old model aligned incentives between buyer and seller and rewarded enduring ideas over time, while hourly billing is a ‘tight’ function that prevents agencies from sharing in the upside of great work.
- •Rory says commission-based advertising aligned buyer and seller incentives
- •He compares alignment to Rolls-Royce’s ‘keep planes in the air’ logic and to Watt & Boulton’s coal-savings deal
- •He claims 18th-century marketers were ‘geniuses’ and under-credited
- •He argues commission rewarded long-running, successful campaigns and let agencies capture some upside
- •He recounts Steve Jobs criticizing ad production economics for not sharing upside, pushing him toward film instead
Loose vs tight measurement: speed cameras, team performance, and why bonuses backfire
Rory introduces ‘loose’ versus ‘tight’ fitness functions to explain how measurement shapes behavior. He argues loose constraints allow judgment, while tight metrics ignore context; he also claims business should measure teams, not individuals, and cites a company leader’s view that bonuses create gamed metrics via Goodhart’s law.
- •Hourly billing is framed as a ‘tight fitness function’ compared to commission as ‘loose’
- •Average-speed cameras are used as an example of loose constraints enabling discretion
- •Fixed-speed cameras are used as tight constraints that ignore context
- •Rory argues businesses should measure teams rather than individuals to reduce performative self-justification
- •He cites Greg Jackson’s claim that not paying bonuses avoids metric gaming and Goodhart’s law effects
Why the UK under-celebrates great companies—and how journalism incentives distort coverage
Rory claims the UK doesn’t sufficiently celebrate business successes, contrasting it with what he sees as excessive hero worship in the US. He criticizes journalistic incentives and gives travel journalism as an example where freebies skew what gets covered, making published recommendations unrepresentative of most people’s reality.
- •Rory says Britain doesn’t ‘big up’ its best companies enough
- •He lists several UK companies he considers world-leading and says they deserve more recognition
- •He argues journalists are disincentivized from praising businesses because it looks like PR
- •He calls travel journalism distorted by freebies, influencing which destinations get covered
- •He says coverage becomes unrepresentative because luxury trips are more likely to be reviewed than ordinary ones
AI may flip the agency model: selling pre-made ads, not waiting for briefs
Asked where agencies underinvest, Rory returns to incentives and creativity, arguing hourly pay discourages unsolicited breakthrough ideas. He predicts production companies could outcompete traditional agencies by generating ads proactively with AI and selling ready-made work, turning the future into a marketplace of ad ‘formats.’
- •Rory says being paid by the hour means ideas are produced only ‘on demand’
- •He argues the best creative ideas emerge unasked for, using The Beatles as an analogy
- •He predicts production companies may reinvent themselves as ad agencies that create ads spontaneously and sell them
- •He imagines a future where Cannes resembles a trade fair for purchasable ad concepts
- •He uses a Fabergé egg analogy: as production becomes cheap, design-first creation becomes the scarce value
AI, empathy, layoffs, and the next interface: from Alexa lessons to shopping on TV and specs
Rory mixes a behavioral observation about AI companionship with a broader corporate prediction: companies will default to using AI for headcount reduction, potentially harming culture by breaking the implicit employee-employer bargain. He then pivots to interface uncertainty—voice didn’t become default shopping via Alexa—and predicts future shopping may happen via conversational screens (TV) and possibly spectacles, emphasizing that interfaces determine business outcomes.
- •Rory notes a Reddit community for women with AI boyfriends is much larger than the male equivalent, linking it to AI’s strength at empathic responses
- •He reiterates companies will likely use AI primarily for cost-cutting, despite its potential for new businesses
- •He warns of negative cultural effects when employees are treated purely as costs
- •He says the future consumer AI interface is unknown and unlikely to be typing
- •He interprets Alexa as a defensive ‘moat’ that didn’t become the default shopping channel, and predicts shopping could move to conversational TV screens and possibly smart specs
Interface-driven behavior: price-first comparisons, ordering anonymity, and why merch survives
Rory argues that how information is presented strongly shapes decisions, warning that intermediaries overweight price and can drive false economy choices (like cheap flights with hidden costs). He adds examples of interface effects in fast food ordering anonymity, then closes with a prediction that if digital marketing trust collapses, branded merchandise will be the last channel standing.
- •Rory says interfaces determine behavior and businesses can dominate one interface and fail in another
- •He criticizes price-overweighted flight/hotel intermediaries for pushing consumers into false savings
- •He argues presentation format changes mental states and decision criteria
- •He says self-order screens change ordering behavior by reducing social judgment (e.g., more men ordering two burgers)
- •He predicts branded merchandise will outlast other marketing channels if trust in digital collapses
