N

NBCUniversal

Produces TV, film, and streaming content

Principal DevOps Engineer

Full-TimeUpdated on 10/23/2026
$180k - $230k/yr+ Bonus eligible
Expert
New York, NY, USA
RemoteFully remote; in-person interview may be required.
DevOps & InfrastructurePlatform Engineering

About the job

Requirements
  • At least 10 years of experience designing, building, and operating production infrastructure and cloud-native platforms at enterprise scale.
  • Strong proficiency in Go, including systems-level programming and API servers, and deep experience building Kubernetes controllers and operators using controller-runtime and kubebuilder.
  • Expert-level knowledge of Kubernetes, including CRD/XRD generation, operators, informers, admission webhooks, and RBAC.
  • Deep production experience with Crossplane, including composite resources, composition functions, and development of custom Crossplane providers in Go to integrate external enterprise platforms.
  • Extensive production experience with AWS multi-account architectures, cross-account networking patterns, and identity federation, including EKS, EC2, VPC, IAM, STS, SSM, Secrets Manager, Route 53, and S3.
  • Production experience with GitOps tooling, specifically Flux or ArgoCD, for continuous delivery on Kubernetes.
  • Hands-on experience with Puppet, including module development, PuppetDB, Hiera, and r10k.
  • Experience designing REST APIs with middleware patterns and modern authentication such as OAuth and JWT, plus information security expertise including cross-account IAM trust chains, least-privilege policies, JWT token lifecycles, and secrets abstraction.
  • Strong background designing telemetry platforms using Grafana, Prometheus/Mimir, Loki, OpenTelemetry, and metrics collection agents such as Alloy and Prometheus Node Exporter.
  • Working knowledge of PostgreSQL, SQLite, or similar relational databases, including schema design, migrations, and query optimization.
  • Ability to present architectural decisions to executives, engage with vendors, and write clear technical documentation.
Responsibilities
  • Architect a Kubernetes-native platform that models broadcast infrastructure as custom resources.
  • Lead the technical strategy using Crossplane compositions and custom Go functions to automate provisioning across multi-account AWS environments and on-premises control rooms.
  • Design, build, and maintain production-grade Kubernetes operators, controllers, and internal platform APIs in Go.
  • Develop custom Crossplane providers to integrate external enterprise platforms such as NRCS, Venafi, and Infoblox into the control plane, managing resource lifecycles and approval workflows.
  • Lead the design of cloud networking, DNS strategies, and cross-account connectivity across hybrid environments, automating VPC topology and dynamic network routing.
  • Partner with broadcast systems engineers, system integrators, and external vendors to connect broadcast hardware with automated infrastructure.
  • Configure bare-metal compute using Puppet and integrate proprietary vendor solutions into the configuration-as-code ecosystem.
  • Write RFCs, drive architectural decisions, mentor engineers, and establish CI/CD pipelines, testing strategies, and GitHub Actions automation.
  • Own the platform authorization model, designing hierarchical RBAC systems, resource identifier schemes, and identity integrations for fine-grained access control.
  • Drive GitOps-based continuous delivery with Flux, Kustomize, and Helm, and manage configuration-as-code for compute fleets using Puppet.
  • Design observability and alerting stacks to provide operational visibility.
  • Oversee integration of remote desktop/VDI connectivity solutions, focusing on session authentication, credential management, and gateway routing.
Desired Qualifications
  • Familiarity with broadcast/media production workflows and the operational constraints of live production environments.
  • Experience with the Crossplane function SDK for building custom composition functions in Go, and experience operating in Kubernetes disaster recovery situations, including Velero cluster restoration and backups.
  • Familiarity with VDI solutions such as NICE DCV, Leostream, and PCoIP, machine identity workflows, and PKI certificate management such as Venafi.
  • Experience with hybrid DNS architectures such as Infoblox, software-defined networking including VPC peering, Transit Gateway, Direct Connect, and CloudWan, and Envoy Gateway or Gateway API.
  • Familiarity with advanced testing frameworks such as k6 and KUTTL, SOPS for encrypted GitOps configurations, and local development workflows such as Air and kind/colima.
  • Ability to script routine tasks in Bash and PowerShell.
  • Active contributions to open-source projects, particularly within the CNCF/Kubernetes ecosystem.

About the company

NBCUniversal operates as a global media and entertainment powerhouse with a portfolio spanning television, film, streaming, theme parks, and news under Comcast. It creates and distributes content across multiple platforms, including NBC for primetime and daytime TV, Telemundo for Spanish-language programming, NBC News for global coverage, film releases, streaming services, and park experiences at Universal Orlando and other properties. Revenue comes from advertising, subscriptions, box office, theme park tickets, and licensing of content to other outlets. The company differentiates itself through a large, cross-platform library and monetization network, plus integrations with Comcast to reach a wide audience. Its goal is to produce and distribute compelling content while growing audience reach and revenue across television, digital, film, streaming, and experiential channels.

Company Size

10,001+

Company Stage

Private

Total Funding

$30.5B

Headquarters

New York City, New York

Founded

1926

Get referred to NBCUniversal

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Simplify Jobs

Simplify's Take

What believers are saying

  • Peacock's Q2 2026 EBITDA reached $189 million, a $290 million year-over-year swing.
  • Fast & Furious, The Traitors, and Eddie Murphy's The Chairman deepen Peacock's IP moat.
  • Universal theme parks and theatrical franchises feed streaming, merchandising, and advertising across one portfolio.

What critics are saying

  • Comcast is spinning off NBCUniversal and Sky around mid-2027, forcing stand-alone accountability.
  • NBCUniversal cut several hundred streaming-technology roles on September 30, 2026, exposing cost pressure.
  • Peacock depends on expensive sports and franchise hits; a 2028 flop crushes growth momentum.

What makes NBCUniversal unique

  • NBCUniversal owns Peacock, Universal Pictures, Bravo, Telemundo, and Universal theme parks.
  • Donna Langley pushed franchise reuse, greenlighting Fast & Furious TV for Peacock in 2028.
  • Peacock reached 48 million paid subscribers and first-ever adjusted EBITDA profitability in Q2 2026.

Help us improve and share your feedback! Did you find this helpful?

Benefits

  • Health Insurance
  • Dental Insurance
  • Vision Insurance
  • 401(k) Retirement Plan
  • Paid Vacation
  • Hybrid Work Options
  • Tuition Reimbursement

Growth & Insights and Company News

6 month growth

9%

1 year growth

10%

2 year growth

10%
DLH.net
Oct 21st, 2026
Aspyr Reveals DreamWorks Shrek 2 Remastered.

Aspyr Reveals DreamWorks Shrek 2 Remastered. Emanuela (21. October 2026 09:04 ) Aspyr Reveals DreamWorks Shrek 2 Remastered, Launching on PC & Consoles November 10 - Pre-Order Now! The classic action-adventure game inspired by DreamWorks Animation's beloved film is newly enhanced with online and local four-player co-op, improved graphics, photo mode and more AUSTIN, Texas - Oct. 20, 2026 - Aspyr, in collaboration with Universal, is excited to announce DreamWorks Shrek 2 Remastered, the definitive edition of the fan-favorite 2004 action-adventure game inspired by DreamWorks Animation's beloved blockbuster film. The title is newly enhanced with improved visuals and new features including photo mode, the ability to swap characters on the fly on all platforms, and online and local co-op for up to four players. DreamWorks Shrek 2 Remastered will launch on PlayStation 5, Xbox Series X|S, Nintendo Switch 2, Nintendo Switch, and PC via Steam and the Epic Games Store on November 10, 2026! Announcement Trailer: YouTube Perfect for both longtime fans and younger gamers who wish to rediscover the classic, DreamWorks Shrek 2 Remastered is available to pre-order digitally today with a 10% discount for $26.99 ($29.99 before discount) on all platforms (PlayStation Plus subscription required for discount on PlayStation 5). About Shrek 2 Remastered Journey with Shrek, Fiona, Donkey and friends for nostalgic, pick-up-and-play, button-mashing fun and humor through the fairytale kingdom of Far Far Away in DreamWorks Shrek 2 Remastered. Play solo or with up to three pals in co-op as your favorite Shrek characters, traveling from Shrek's swamp to Fiona's castle and everywhere in between while meeting familiar characters along the way. KEY FEATURES * Improved Graphics: Everything has been rebuilt with better textures, enhanced UI, 4K resolution* and cutscenes. * New Features: Create timeless snapshots using the new Photo Mode and unlock cheats in the new Cheats Menu to make your playthrough a seamless experience. * Up-to-4-Player Couch Co-op, Online or Mixed: A cozy, team-based co-op action-adventure game, playable solo or with up to four players in couch co-op, online multiplayer, and mixed online multiplayer & couch co-op. * Immersive Levels Straight Out of a Fairytale: From Shrek's swamp to the castle of Far Far Away, relive iconic moments from the movie featuring beloved characters and hidden Easter Eggs. * Swap Heroes at Any Time: Swap your hero to battle enemies, conquer bosses, and solve environmental puzzles using your characters' unique abilities to advance the story. DreamWorks Shrek 2 Remastered launches on PlayStation 5, Xbox Series X|S, Nintendo Switch 2, Nintendo Switch, and PC via Steam and the Epic Games Store on November 10 and is available to pre-order now. For the latest updates on DreamWorks Shrek 2 Remastered and other titles from Aspyr, visit http://shrek2remastered.com, and follow the studio on X and Instagram. *4K resolution available on PC, PlayStation 5, Xbox Series X|S, and Nintendo Switch 2 (in docked mode) About Aspyr Aspyr is a leading video game publishing and development partner focused on maximizing the potential of games across all platforms for all players. Most recently, the company launched Middle-earth: Shadow of Mordor(TM) Game of the Year Edition, Middle-earth: Shadow of War(TM) Definitive Edition, and Rise of the Tomb Raider: 20 Year Celebration on Nintendo Switch 2, as well as The Lord of the Rings: War in the North(TM)- Legacy Edition, available now on all platforms. Today the company supports a growing network of partners that includes many of the industry's leading entertainment IP holders, publishers, developers, and technology providers. Aspyr is an Embracer Group company based in Austin, Texas. For more information, visit www.aspyr.com, and follow Aspyr on Instagram, Facebook, X, TikTok, YouTube, Bluesky, and Threads. About DreamWorks Animation's Shrek 5 (in theaters June 30, 2027) This summer, DreamWorks Animation invites audiences on a thrilling, magical new comedy adventure from one of the most beloved global animated franchises of all time: Shrek 5. Comedy legends Mike Myers, Oscar(R) nominee Eddie Murphy and Cameron Diaz return to their signature roles as Shrek, Donkey and Fiona. Emmy winning superstar Zendaya (The Odyssey, Dune franchise) joins the cast as Shrek and Fiona's daughter Felicia, along with Marcello Hernandez (Saturday Night Live, Happy Gilmore 2) and Skyler Gisondo (Superman, Booksmart) as Felicia's brothers, Fergus and Farkle. Shrek 5 is directed by acclaimed filmmakers and Shrek franchise veterans Conrad Vernon and Walt Dohrn. Vernon was a member of the directing team on the Academy Award(R) nominated Shrek 2 as well as on DreamWorks Animation's Madagascar 3: Europe's Most Wanted and Monsters vs. Aliens. Vernon has also provided the voice of Shrek fan-favorite Gingerbread Man, aka "Gingy," across all titles in the Shrek Universe. Dohrn worked on the second and third Shrek films as a writer and artist and as Head of Story on the fourth film. Dohrn also voiced the character of Rumpelstiltskin in Shrek Forever After. Dohrn served as co-director on the first Trolls film and directed Trolls World Tour and Trolls Band Together. The film is produced by returning producer Gina Shay (Trolls franchise), who produced Shrek Forever After. The executive producers are Shrek franchise veterans Adam Adamson and John H. Williams, who have worked on every film in the series, and Illumination founder and CEO Chris Meledandri. The film is co-directed by Brad Ableson (Minions: The Rise of Gru, The Simpsons). For the past two decades, audiences have been enchanted by the delightful, irreverent adventures of a misunderstood ogre and his ragtag group of roguish fairytale folk, based on the book by acclaimed author William Steig. Beginning in 2001 with Shrek, the winner of the first ever Academy Award(R) for Best Animated Feature, Shrek, Donkey and Fiona (along with their friends, family and tormentors), have grown into an indelible part of pop culture, reminding audiences around the globe that beauty is in the eye of the beholder. The four Shrek films have earned more than $2.9 billion worldwide, spawning a global live-touring show, an award-winning Broadway musical that earned eight Tony nominations and 12 Drama Desk nominations, plus an immersive, top-tourist destination in London and popular events and attractions across Universal Destinations & Experiences' theme parks. About Universal Consumer Products & Games Universal Consumer Products & Games (UCPG) brings NBCUniversal's iconic characters, stories and franchises into fans' everyday lives through innovative consumer products, games and digital experiences. Working with world-class licensees, retailers and strategic partners around the globe, UCPG creates products and experiences across toys, collectibles, apparel, publishing, home, lifestyle, video games and emerging digital platforms. Its diverse portfolio includes beloved properties from Universal Pictures, Illumination, DreamWorks Animation, Focus Features, Peacock and NBC. UCPG is a line of business within Universal Destinations & Experiences' Franchise, Products & Partnerships team.

HookPhish
Oct 21st, 2026
nbcuniversal.com data breach: Scarlettgroup ransomware claim (Oct 2026).

nbcuniversal.com data breach: Scarlettgroup ransomware claim (Oct 2026). HookPhish team Target organization nbcuniversal.com nbcuniversal.com Technology Summary. In the latest cybersecurity news, nbcuniversal.com - an organization based in US - has fallen victim to a ransomware attack conducted by the group Scarlettgroup. This data breach, discovered on Oct 21, 2026, 04:45 UTC, underscores the increasing need for proactive cybersecurity defenses as HookPhish continue through 2026. Incident report. | Target Organization | nbcuniversal.com | | Threat Group | Scarlettgroup | | Summary | NBCUniversal is a global entertainment company producing films, television, news, streaming, and world-class theme park experiences worldwide. | | Date of Breach | Oct 18, 2026, 04:00 UTC | | Discovery Date | Oct 21, 2026, 04:45 UTC | | Region | US | | Target Domain | nbcuniversal.com | | Business Sector | Technology | How to reduce your ransomware risk. Most ransomware intrusions start with a stolen password or a phishing email. A few proactive steps sharply cut your exposure: * phishing simulations - close the gap attackers exploit. * awareness training - close the gap attackers exploit. Disclaimer. HookPhish does not engage in the exfiltration, downloading, taking, hosting, viewing, reposting, or disclosure of any stolen information. All breach data reported here is sourced from publicly available threat intelligence feeds for awareness purposes only.

TwistedVoxel
Oct 20th, 2026
Shrek 2 Remastered launches November 10 with 4-player co-op.

Shrek 2 Remastered launches November 10 with 4-player co-op. Aspyr and Universal have announced DreamWorks Shrek 2 Remastered, an enhanced version of the 2004 action-adventure game launching on November 10, 2026. The remaster will be available on PlayStation 5, Xbox Series X|S, Nintendo Switch 2, Nintendo Switch, and PC through Steam and the Epic Games Store. The updated release features improved graphics, a new photo mode, and online and local co-op for up to four players. Players can also switch between characters at any time across all platforms, using each hero's unique abilities to fight enemies, defeat bosses, and solve environmental puzzles. Shrek 2 Remastered follows Shrek, Fiona, Donkey, and their friends on an adventure through the fairytale kingdom of Far Far Away. Players can explore locations ranging from Shrek's swamp to Fiona's castle, encounter familiar characters, and discover hidden Easter eggs inspired by the film. The game supports solo play alongside several multiplayer options, including four-player couch co-op, online multiplayer, and mixed sessions combining local and online players. Aspyr has also added a Cheats Menu, allowing players to unlock cheats during their playthrough. Visual improvements include enhanced textures, an updated user interface, and improved cutscenes. The game will support 4K resolution on PC, PlayStation 5, Xbox Series X|S, and Nintendo Switch 2 when played in docked mode. Digital pre-orders are available now at a discounted price of $26.99, down from the standard $29.99 price. The 10% discount applies across platforms, although PlayStation 5 players must have a PlayStation Plus subscription to receive the offer. DreamWorks Shrek 2 Remastered launches on November 10, 2026, across PC and consoles.

Marketing Minute
Oct 16th, 2026
Volkswagen bets on partnerships, not ad blitzes, to win american hearts.

Volkswagen bets on partnerships, not ad blitzes, to win american hearts. 1 hour ago Volkswagen of America has extended its U.S. Soccer presenting partnership through 2032 and is leaning into NBC's centennial and talent-led content - a deliberate bet that durable emotional partnerships beat one-off advertising blitzes in a price-sensitive car market. A longer, bigger commitment to U.S. Soccer Volkswagen has extended its presenting partnership with U.S. Soccer through 2032 with a larger marketing investment, deepening a relationship that began in 2019. The deal spans all 27 U.S. Soccer national teams and adds sponsorship of the federation's new flagship training centre in Atlanta, with added programming aimed at youth access to the game. The brand is putting faces to it, too: Women's National Team coach Emma Hayes and centre-back Naomi Girma act as ambassadors, and VW backs the Deaf, Powerchair and Beach Soccer teams. With the Women's World Cup in Brazil next year and the 2028 Los Angeles Olympics on the horizon, the automaker is buying a runway, not a billboard. Leaning into NBC - and stepping back from the Super Bowl Beyond football, Volkswagen is working with NBCUniversal on celebrations of NBC's centennial, featuring Tina Fey and Rachel Dratch, with activity running through a December tentpole and the Macy's Thanksgiving Day Parade. Last year it sponsored the 'Saturday Night Live' 50th anniversary, slipping its ID. Buzz into a reworked classic sketch. Tellingly, CMO Rachael Zaluzec says she has no Super Bowl plans for next year unless she has a message strong enough to justify the cost - even after this year's spot revived the 'Drivers Wanted' line. For a brand with the 2027 Atlas launching in Q4, that is a pointed signal about where confidence in big-moment advertising now sits. What this means for your marketing Zaluzec frames partnerships as a way to build emotional connection and credibility, calling VW 'an emotional brand' and an intentional purchase. She still rates linear TV for mental availability, while social and talent-led content supply authenticity - a blend, not a bet on one channel. The transferable lesson for smaller marketers is the shift from campaign thinking to relationship thinking. A multi-year tie to something your customers already love - a league, a cause, a local institution - compounds trust in a way a single flight of ads cannot. As Zaluzec puts it, 'planting those seeds and making those emotional connections now' pays off later. Its take: in a jittery, price-sensitive market shaped by tariffs and economic caution, VW is treating brand-building as an annuity. That patience is exactly what most short-termist marketing plans lack. How long is Volkswagen's U.S. Soccer partnership now? VW extended its presenting partnership with U.S. Soccer through 2032, with a larger investment covering all 27 national teams and a new training centre in Atlanta. Is Volkswagen running a Super Bowl ad next year? CMO Rachael Zaluzec says there are no plans unless VW has a message strong enough to justify the cost, despite reviving the 'Drivers Wanted' campaign this year. Why is VW prioritising partnerships over big ad campaigns? It sees multi-year partnerships as a way to build emotional connection and credibility that compounds over time, versus the short-lived reach of a one-off spot. What I like about VW's thinking is the time horizon. Anyone can buy a Super Bowl slot; far fewer brands have the discipline to commit to a league for a decade and let the trust compound. Partnerships are an annuity - small businesses can run the same playbook with a local team, charity or event. - Daniel Nikolla, Founder of Merx Marketing Takeaway: brand-building is an annuity, not a lottery ticket. A multi-year partnership your customers already love out-compounds any single campaign. Is your brand investing in relationships that compound, or still chasing the next big one-off campaign? If you would like to know more about this topic, please contact Marketing Minute on [email protected] Sources: Marketing Dive and U.S. Soccer. Related reading

Global Legal Post
Oct 16th, 2026
'I came to this from the chaotic world of media and tabloid journalism': Brunswick Group GC Kavi Reddy.

'I came to this from the chaotic world of media and tabloid journalism': Brunswick Group GC Kavi Reddy. Kavi Reddy discusses her role as general counsel at global advisory business Brunswick Group and managing a 'small but mighty' legal team 16 October 2026 Brunswick Group general counsel Kavi Reddy Following in-house spells at NBCUniversal and Gizmodo Media Group, and nearly seven years in litigation at Boies Schiller Flexner, Kavi Reddy swapped the media world for high-stakes global advisory work in 2019 as general counsel and chief compliance officer at Brunswick Group in New York. The Global Legal Post spoke with Kavi about her role, managing a small in-house team and the potential for AI to help mitigate some of those resource constraints. What are your key responsibilities as GC and chief compliance officer at Brunswick Group? It is everything from our core work, which is commercial contracts with our clients, but also anything else that comes up. That could be, on the less interesting side, real estate leases and expansions, and on the more interesting side, considering whether a new piece of work for a client constitutes lobbying, or has any implications under the Foreign Agents Registration Act or similar schemes in any of the jurisdictions that we operate in. I also look at issues around conflict and exclusivity - does taking on a piece of work for an existing client create a conflict with another existing client, and therefore should we or should we not take on a particular mandate for a client? We have a terrific specialist team that handles all those questions, but I serve as an adviser to that team, advising on the laws around lobbying and disclosure around the world. It is some of the most interesting work that I get to do, because it gives a front-row seat to some of the most critical issues that our clients are facing. In a business where we don't physically make anything, people are really our only asset, so I also spend a fair amount of time on labour and employment matters. And then everything else, such as IP and copyright; we have an in-house creative studio, so they come up with a lot of really interesting questions around preparing for and shooting radio and television commercials, involving talent, licensing of IP, and so on. It is a really broad mix on any given day. How is your legal department structured? Advertisement When I first joined Brunswick, we were structured as having two co-general counsels, myself and another co-general counsel who sat in London, but that has changed, so I now oversee all of legal globally and have done this since 2024. We have a very small but mighty legal team: we've got two excellent lawyers that focus on commercial contracting that sit with me in New York, and we've got another lawyer - who is out on maternity leave - who also focuses mostly on commercial contracting. In fact, she's a great Brunswick story because she started as an administrative assistant and then took on a paralegal role, and then she went to law school part-time while working for us full-time, before she became a lawyer. We also just had another staff member join us, who was our legal intern last year. And we have a great ops person in the US and a wonderful deputy GC, who is a former litigator like myself, who sits in DC and picks up a lot of labour and employment and thorny IP issues. And then in London we have a strong commercial lawyer and two terrific paralegals. Though we are a tiny team, we punch above our weight, covering all time zones in our 27 offices, handling most work in-house. What I love is that we work really cohesively as a team. What are your legal team's key operational priorities over the next 18 months? Getting to the right size. Our team is stretched pretty thin, so if somebody's sick or somebody's on vacation, the rest of the team is essentially paddling like ducks frantically. So, it will really be about making sure that we have the right number of people doing the right things for the team. We are also trying to figure out AI. We really want to harness AI like everybody else, but using it in a way that makes sense for us. Whether that is tackling low-value work to get it off our plates, or providing us with valuable intel and a good first run at other work we are doing, we want to really test drive and see what fits our needs. I also want to make sure that we're still taking the time to do a lot of mentoring and providing growth opportunities, particularly for our junior lawyers. My goal for this team is for every junior lawyer to have the confidence and training to go be a GC or a deputy GC somewhere else, and really have the tools that they need to do that well. What originally attracted you to joining Brunswick Group? This is the most grown-up and straight-laced job that I've had since I became a lawyer. I came to this from the chaotic world of media and tabloid journalism. I learned a lot from doing that work, but I thought it would be really interesting to try something new. I love that I am working with very smart, talented and driven people who are incredibly committed to helping their clients through their most critical moments. That is almost infectious. You can't not be excited about trying to help them do that for their clients and help them in whatever way you can. LAW OVER BORDERS COMPARATIVE GUIDES Arbitration Law Guide The Law Over Borders Comparative Guide to Arbitration provides a comprehensive understanding of the current complexities of international arbitration... | 1yr. What are the biggest legal issues impacting your business at the moment that you are most focused on? We're well-tuned to what's happening in Washington and London and changes in global leadership across the world, because anything that affects our clients is something that, in turn, is going to be top of mind for us. We're really just living and breathing those issues along with them and figuring out how to help them through their tough moments. And given that we're a business that's really focused on people, any changes to the labour and employment landscape throughout the world - because we are a global organisation - are really going to be important and have my focus. How important will AI be in solving some of those resource constraints as a small team? It's something that's going to be helpful to us, and we're in the process of figuring out which tools we're going to use for what purpose, whether it's creating a playbook that we can use to compare contracts and have it do a first draft, or reviewing contracts and edits, or wholesale drafting of unusual contract clauses or agreements. But, especially for junior lawyers, it's important to understand that they still need to have a good concept of fundamentals and what certain clauses mean. It's one thing to say to AI, 'Ok do a markup of this indemnity clause,' but it's quite another to really understand what that indemnity clause means and what the risks are behind it that it's intended to solve. You can't really delve into AI and be able to use it well without having that fundamental understanding. Who would be your top three dinner party guests and why? First would be Francesco Clemente, my favourite living artist, a painter who's had such a long career across many geographies. I would really like to hear his stories, and I think he'd have some incredible ones. Next would be Leo Strine [former chancellor of the Delaware Court of Chancery] because I'm a huge Delaware Chancery Court nerd. Finally, Rahm Emanuel [former Chicago mayor and ambassador to Japan], because what dinner party wouldn't be better with Rahm Emanuel? As a born and raised Chicagoan - yes, that is a word - I admire his no-nonsense attitude. I once read that the Japanese public used a word to describe him that translated into something like, "speaking honestly to the point that worries one's boss". In any case, what a legend.