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- I appeared on BBC News’s AI Decoded, hosted by Christian Fraser alongside Priya Lakhani & Marc Cieslak, as a featured contributor in two segments. The first covered AI-generated code: why AI coding agents produce verbose, unfamiliar code at scale, and what that means for software security, from code review and zero trust to independent auditing for AI agents. The second covered deciphering the Marmont letter. It covered how the agent approached the cipher the way a human codebreaker would, what the letter reveals, and why AI could open up the backlog of unsolved historical ciphers and accelerate discovery.From the episode page:
We explore another growing mystery: AI-generated code that even expert engineers struggle to understand. As AI agents increasingly work together in large swarms, developing their own shorthand and communication methods, are we creating systems whose inner workings are becoming opaque even to their creators?
And while AI may be difficult for us to decode, it seems remarkably good at decoding us. We examine the extraordinary case of a secret letter sent by Napoleon in 1809 that remained unread for more than 200 years, until an AI system cracked the cipher in just six hours. - Oct 2026IndependentBreaking the Marmont Cipherpresspress
Daily MailNapoleon's code cracked after 217 years using AI
The TelegraphNapoleon's 217-year-old coded message 'cracked by AI'
LiveScience'A kind of Rosetta Stone': AI decodes 217-year-old secret letter ordered by Napoleon
New York PostNapoleon's secret code deciphered after 217 years using AI
EuronewsAI decodes 217-year-old Napoleonic letter in 6 hours
The Daily BeastNapoleon's Secret Code Is Cracked After 200 Years
CTech by CalcalistSentinelOne AI researcher uses GPT-6 Astra to crack Napoleon cipher after 217 years
All That's InterestingThis Cipher That Napoleon Used Went Unsolved For 217 Years. ChatGPT Just Solved It In Six Hours
Tom's HardwareChatGPT-6 Astra cracks 217-year-old Napoleonic code in just six hours
GB NewsNapoleon Bonaparte's letter to general finally cracked after 217 years
NumeramaIl déchiffre une lettre de 217 ans adressée à un général de Napoléon grâce à l'IA
MeduzaНейросеть GPT-6 Astra расшифровала письмо Наполеона, содержание которого оставалось тайной больше 200 лет
36Kr刚刚,GPT-6 Astra破解拿破仑百年悬案!217年密信曝光,信息量太大了
Hardware UpgradeGPT-6 Astra decifra dopo 217 anni una lettera segreta di Napoleone
CNN BrasilComo o ChatGPT decodificou e o que dizia uma mensagem de guerra de Napoleão escrita há 217 anos
Morski.hrVELIKO OTKRIĆE Umjetna inteligencija za 6 sati dešifrirala tajno Napoleonovo pismo poslano u Dalmaciju: 'Ne dajte da vas zastraši okupljena svjetina!'press archiveThe New York SunAI Decodes Napoleon's Secret Battlefield Message After 217 YearsNewserAI Takes Napoleon's Code Apart in Just 6 HoursAOLNapoleon's 217-year-old coded message 'cracked by AI'Yahoo TechNapoleon's 217-year-old coded message 'cracked by AI'Yahoo TechAI decodes 217-year-old secret letter ordered by NapoleonYahoo TechAI Deciphers Napoleon's Secret Letter in 6 HoursGenerative AIChatGPT cracked a 217-year-old secret letterTweakTownGPT-6 Astra deciphers a Napoleonic military cipher left unread for 217 yearsSmore ScienceAI Decodes 217-Year-Old Secret Letter that Napoleon Sent to his GeneralsADS Data WorksSome Cypher Breaking For Today! AI Cracks Napoleon's 217-Year-Old Cipher36Kr GlobalGPT-6 Astra Just Solved Napoleon's Century-Old Unsolved Mystery24 heuresUn code secret de Napoléon résisté 217 ans déchiffré en 6 heures par une IA20 minutesCode de Napoléon Bonaparte déchiffré après 217 ans grâce à l'intelligence artificiellet-onlineNach 217 Jahren: ChatGPT Astra entschlüsselt alten Napoleon-Brieft3nGPT-6 Astra: KI knackt verschlüsselten Brief von NapoleonFinanznachrichtenEntwickler entschlüsselt mithilfe von KI einen Napoleon-BriefWinFutureCode-Knacker: KI macht Napoleon-Brief nach 217 Jahren erstmals lesbarWatsonNach 217 Jahren: ChatGPT Astra entschlüsselt alten Napoleon-BriefEuronews DEKI entschlüsselt 217 Jahre alten Napoleons-Brief in sechs StundenelDiario.esLa IA descifra una carta codificada enviada por orden de Napoleón y escrita hace 217 añosCrónica del HenaresLa IA descifra una carta secreta de Napoleón de 1809MicrosiervosGPT-6 Astra descifra otro secreto: un correo de NapoleónEuronews ESUna IA descifra en 6 horas una carta napoleónica de hace 217 añosLa NaciónChat GPT descifra una carta de guerra de Napoleón de 1809Los AndesEn solo 6 horas, la IA descifró una carta encriptada de 217 años: contenía las órdenes secretas de Napoleón a un general aisladoEl TiempoLa IA logró descifrar un código oculto escrito por Napoleón hace 217 años: 'No se deje intimidar por unas pocas tropas o por una reunión de chusma'MetrópolesCarta de 1809 da era Napoleão é decifrada com ajuda do ChatGPTZAP NotíciasUma carta cifrada por ordem de Napoleão ficou 217 anos por ler. A IA demorou 6 horas a fazê-loAventuras na HistóriaChatGPT decifra texto de Napoleão para um general durante guerraEuronews PTIA decifra carta napoleónica de 217 anos em seis horasRMF24AI złamała napoleoński szyfr sprzed 217 lat. Wystarczyło sześć godzinAndroid.com.plNapoleon zostawił tę tajemnicę na 217 lat. GPT-6 Astra w końcu ją odkodowałIndex.huHat óra alatt fejtette meg azt, amit 217 évig senki24.huMegfejtették Napóleon titkosírásátMúlt-korMesterséges intelligencia fejtette meg Napóleon titkosított levelétHVG217 éven át senki sem tudta megfejteni Napóleon titkos parancsait, a ChatGPT 6 óra alatt feltörtePCW Plus217 éve nem tudták elolvasni Napóleon titkos üzenetét, az AI hat óra alatt megfejtetteRaketaHat óra alatt fejtette meg az AI a 217 éves titkosított levelet, mely Napóleon parancsait rejtetteZajtra.skNapoleonský šifrovaný list z roku 1809 rozlúštila AI za šesť hodínNovi listAI dešifrirao Napoleonovu šifru staru više od 200 godinaN1 SlovenijaS ChatGPT razrešil Napoleonovo šifro in razkril vsebino 217 let starega pismaDnevnik.hrAI dešifrirao vojno pismo iz Napoleonova doba: Spominje se i DalmacijaIndex.hrAI za 6 sati riješio šifru iz Napoleonova dobaKurirPosle dva veka rešena Napoleonova šifraVečernje novostiDešifrovana Napoleonova vojna tajnaFakti.bgИИ разчете 217-годишно шифровано писмо на НаполеонБТАИзкуствен интелект дешифрира тайно писмо на Наполеон до маршал Мармон от 1809 г.24 часаИзкуствен интелект разшифрова 217-годишно криптирано писмо, поръчано от НаполеонbTV НовинитеПрез 1809 г. Наполеон Бонапарт изпраща кодирано съобщение до своя генерал на Балканите. То остава неразчетено 217 годиниHiCommChatGPT-6 Astra разгада 217-годишен наполеонов код само за шест часаCumhuriyetNapolyon'un 217 yıllık sırrını yapay zeka çözdüCHIP OnlineNapolyon'un 217 yıllık gizli mektubunu yapay zeka çözdüAl Jazeeraصمدت قرنين ثم انهارت في 6 ساعات.. الذكاء الاصطناعي يفك رسالة مشفرة لجنرالات نابليونSky News Arabiaفي 6 ساعات.. الذكاء الاصطناعي يفك لغز "رسالة نابليون الغامضة" بعد 217 عاماRBC-UkraineAI cracks Napoleon's secret cipher in just six hoursKorrespondent.netGPT-6 Astra розшифрував таємничий лист Наполеонаdev.uaAstra розшифрувала лист 1809-го рокуУНИАННейросеть GPT-6 Astra за шесть часов взломала шифр НаполеонаОбозревательШІ розшифрував таємний лист НаполеонаGazeta.uaИИ расшифровал 217-летний военный шифр времен НаполеонаNasha NivaAI deciphered Napoleon's letter that remained a mystery for 217 yearsGrodno24ИИ расшифровал послание Наполеона, считавшееся загадкой 217 летNaked ScienceGPT-6 Astra расшифровала письмо наполеоновской эпохиiXBTGPT-6 Astra за шесть часов разгадала 217-летний секретный шифрHabrС помощью GPT-6 Astra расшифровано письмо Наполеоновских времён, которое не могли прочитать 217 летСнобИИ расшифровал послание Наполеона, над которым учёные работали 217 летSostavOpenAI расшифровал письмо НаполеонаKod.ruGPT-6 Astra расшифровала секретный приказ НаполеонаЖурнал КодGPT-6 Astra взломала шифр времен НаполеонаArtifexИИ расшифровал зашифрованное письмо Наполеона 1809 годаMenTodayChatGPT Astra расшифровала письмо эпохи НаполеонаЛайфхакерGPT-6 Astra расшифровала секретное письмо НаполеонаФонтанкаGPT-6 Astra расшифровала секретное письмо времен НаполеонаNews.ruGPT-6 Astra расшифровала письмо Наполеона генералу МармонуTechInsiderИИ взломал шифр Наполеона и прочитал секретное посланиеПрофильЗагадка длиной в 217 лет решенаAmic.ruИИ расшифровал секретное послание Наполеона спустя 217 летVGTimesGPT-6 Astra Decodes Napoleon's 1809 Letter After 217 YearsAzerNewsGPT-6 Astra deciphers Napoleon's 217-year-old secret messageZamin.uzArtificial intelligence deciphers secret code from the Napoleon eraAlmaty.tvНевероятно, но факт: ИИ расшифровал закодированное послание НаполеонаIndian Defence ReviewNapoleon's Mysterious 1809 Letter Has Been Decoded After More Than Two CenturiesNetEase 网易AI破译拿破仑217年前密信,揭示战争前夕军队调动详情Phoenix 凤凰网尘封217年的拿破仑密信,被GPT-6 Astra用6小时解开Sina 新浪217年无人能解的拿破仑密信,被AI在6小时内破译21财经OpenAI GPT-6 Astra破解拿破仑1809年密信,揭示217年前军事部署Anue 銸亨網剛剛,GPT-6 Astra破解217年拿破崙密信!6個小時,炸裂AI圈!TechNews 科技新報AI 破解 217 年懸案,GPT-6 Astra 6 小時解開拿破崙時代軍事密函AI TimesGPT-6 아스트라, 217년 된 나폴레옹 암호 6시간 만에 해독ビジネス+ITOpenAIのGPT-6 Astraが217年間未解読だったナポレオンの暗号書簡を解読 1809年オーストリアとの開戦前のフランス軍の部隊配置が記載Yahoo!ニュースOpenAIのGPT-6 Astraが217年間未解読だったナポレオンの暗号書簡を解読カラパイアナポレオンの暗号文を最新AIが217年ぶりに解読、開戦直前の極秘報告だったDân tríBức thư bí ẩn của Napoléon lần đầu được giải mật sau 217 nămGenkBức thư mật của Napoleon được GPT-6 Astra giải mã trong vòng 6 giờcited - In security, capability you can't measure is capability you can't ship, so production agent design must start from evaluation and work backwards. We walk through how we test our agents end-to-end and by competency, why a correct verdict reached on the wrong evidence still counts as a failure, and how domain experts set the bar the agent has to clear before it sits next to an analyst. Co-written with Gabriel Bernadett-Shapiro.
- What shipped here to customers (agentic investigation plus hyperautomation response with LLM actions) is SentinelOne's productized version of what I built for our SOC internally and presented in the Building NEON keynote a year earlier (2025), now available in our product.
- What shipped here to customers (agentic investigation) is SentinelOne's productized version of the investigation component that I built for our SOC internally and presented in the "Building NEON" keynote a year earlier (2025).
- Feeling overwhelmed? A recent 451 Research Report discovered that on average, teams are unable to investigate 43% of alerts daily, battling low-fidelity signals, siloed tools, and manual processes. Join this actionable session with Carter as he walks you through how his SOC team has transformed their work processes. This is a promising new era of security operations productivity, where AI and automation converge in hyperautomation.
- Nov 2025
OneCon25(Keynote) Building NEON: Agentic Security at SentinelOnetalkNEON is a SOC agent I built internally. It reasons across alerts, investigating the way a security analyst would. This means reasoning across playbooks and environmental context, generating SIEM queries, opening war rooms, and interrogating end-users. This keynote's premise was to demonstrate what the future of SOC work might look like and how the SentinelOne platform is capable of providing the building blocks necessary to build capability like this already. - Nov 2025
OneCon25Architecture of the Autonomous SOCtalkNEON is a SOC agent I built internally. It reasons across alerts, investigating the way a security analyst would. This means reasoning across playbooks and environmental context, generating SIEM queries, opening war rooms, and interrogating end-users. This presentation was an architecture review, and left attendees with exactly what steps they could take to build this class of capability themselves. - Aug 2025
SentinelOneS1 Stellar Award - Top PerformerawardAwarded to top performers, with unique opportunities to attend high-profile field engagement events. - Dec 2024
SentinelOneS1 Excellence Award 2024awardAwarded to select Sentinels who "made a cross-functional impact, showing an overall commitment to our core values" across an entire year - granted for efforts on the acquisition, product launch, and internal adoption of Singularity Hyperautomation. - Hear from a security analyst's perspective as we discuss how a truly unified SecOps platform can consolidate security functions, optimize efficiency, and reduce the burden on security teams.
- Nov 2024
OneCon24Streamlining SOC Operations with HyperautomationtalkA live look at how our various security teams at SentinelOne use Hyperautomation to accelerate security response, and a guide on how to build this capability yourself. - Nov 2024
OneCon24Inside Singularity Operations CentertalkAn analyst's perspective of how SentinelOne's platform functions and specific insights on how to get the most out of the platform in your environment.