Subj : Inside OpenAI culture ¨, Google AI blocks exploit ¨, S3 Vectors ¨¨ To : All From : TLDR Date : Wed Jul 16 2025 10:45:45 --3CR8r7yU Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable Big Sleep is an AI agent developed by Google DeepMind and Google Project = Zero that actively searches and finds unknown security vulnerabilities= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0 Sign Up [1] |Advertise [2]|View Online [3]=20 =09=09TLDR= =09=09TOGETHER WITH [QA Wolf] [4] TLDR 2025-07-16 = =E2=9C=82=EF=B8=8F CUT YOUR QA CYCLES DOWN FROM HOURS TO MINUTES WITH AUTOM= ATED TESTING (SPONSOR) [4]=20 If slow QA processes bottleneck you or = your software engineering team and you're releasing slower because of it = =E2=80=94 you need to check out QA Wolf. They get engineering teams = to 80% automated end-to-end test coverage [5] and help them SHIP 5X FASTE= R by reducing QA cycles from hours to minutes. QA Wolf [6] takes tes= ting off your plate. They can get you: =09* Unlimited parallel test r= uns =09* 24-hour maintenance and on-demand test creation =09* Human-v= erified bug reports sent directly to your team =09* Zero flakes, guarant= eed The result? Drata's team of 80+ engineers [7] achieved 4x more tes= t cases and 86% FASTER QA CYCLES. No flakes, no delays, just better = QA =E2=80=94 that's QA Wolf. Schedule a demo to learn more [8] = =F0=9F=93=B1=20 BIG TECH & STARTUPS OUR AI AGENT BIG SLEEP HELPED = US DETECT AND FOIL AN IMMINENT EXPLOIT (1 MINUTE READ) [9]=20 Big Sle= ep is an AI agent developed by Google DeepMind and Google Project Zero th= at actively searches and finds unknown security vulnerabilities in softwa= re. It recently helped Google detect and foil an imminent exploit - possi= bly a first for an AI agent. Big Sleep is being deployed to help improve = the security of widely used open-source projects. AI cybersecurity agents= will help free up security teams so they can focus on high-complexity th= reats, dramatically scaling their impact and reach.=20 REFLECTIONS ON= OPENAI (20 MINUTE READ) [10]=20 Calvin French-Owen joined OpenAI in Ma= y 2024 and left the company three weeks ago. This post shares a first-han= d account of what the culture of working at the company actually feels li= ke. It covers how the company operates without giving away any trade secr= ets. OpenAI grew quickly from a group of scientists and tinkerers investi= gating the cutting edge of science into an organization with the most vir= al consumer app in history and ambitions to sell to governments and ent= erprises, making it one of the most fascinating organizations in history = at an extremely interesting time.=20 =F0=9F=9A=80=20 SCIENCE & FUTURI= STIC TECHNOLOGY THE SECRET TO BETTER AIRPLANE NAVIGATION COULD BE INS= IDE THE EARTH'S CRUST (6 MINUTE READ) [11]=20 Airbus' Acubed and Goog= le spinout SandboxAQ are developing an alternative to GPS. Its quantum se= nsing technology is now inching closer to commercialization. The MagNav q= uantum-sensing device uses quantum physics to measure the unique magnetic= signatures at various points in the Earth's crust. An AI algorithm is th= en used to match those signatures to an exact location. The technology co= uld be a promising alternative to GPS in a time when GPS jamming and spoo= fing are on the rise.=20 NIST ION CLOCK SETS NEW RECORD FOR MOST ACCU= RATE CLOCK IN THE WORLD (7 MINUTE READ) [12]=20 Researchers at the Na= tional Institute of Standards and Technology (NIST) have improved their a= tomic clock so it can perform timekeeping with 19 decimal places of accur= acy. The aluminum ion clock is 2.6 times more stable than any other ion c= lock. Its accuracy will help facilitate new scientific and technological = advances, allowing scientists to explore new concepts in quantum physics = and build the tools needed for quantum technology. It could help physicis= ts explore physics beyond the Standard Model, such as the possibility tha= t the fundamental constants of nature are not fixed values but actually= changing.=20 =F0=9F=92=BB=20 PROGRAMMING, DESIGN & DATA SCIENCE = MOST AI TEAMS STRUGGLE TO GO FROM PROTOTYPE TO PRODUCTION. GOOGLE + D= ATADOG LEADERS SHARE 7 WAYS TO FIX IT (SPONSOR) [13]=20 When AI experim= ents work great in dev but fail in production, it's often an observabilit= y problem. In a recent fireside chat, Google's Director of AI and Datadog= 's VP of Engineering shared 7 key insights [13] for building production L= LMs on Google Cloud. Get the ebook now [13]=20 WE'RE RELEASING THE AR= TIFICIAL ANALYSIS AI ADOPTION SURVEY REPORT FOR H1 2025 (3 MINUTE READ) [= 14]=20 The Artificial Analysis Adoption Survey Report examines trends i= n AI usage and analyzes adoption rates, primary use cases, and demand a= cross chatbots, coding agents, LLM model families, providers, and chip co= mpanies. The report found companies are starting to use AI in production,= with engineering and R&D being the clear frontrunner use cases. Google, = xAI, and DeepSeek have gained share in the first half of 2025 while Meta = and Mistral have lost share. Organizations are open to Chinese models if = hosted outside of China.=20 TO BE A BETTER PROGRAMMER, WRITE LITTLE PRO= OFS IN YOUR HEAD (14 MINUTE READ) [15]=20 One trick that helps develo= pers write code faster and more accurately is to sketch proofs in your he= ad when you're working on something difficult. Doing this without interru= pting flow takes a lot of practice, but once you get good at it, you'll f= ind a surprising amount of code will work on the first or second try. Thi= s article demonstrates a few examples of how this technique can be applie= d.=20 =F0=9F=8E=81=20 MISCELLANEOUS THE HALO EFFECT (19 MINUTE = READ) [16]=20 A new type of deal structure has emerged in AI as an alte= rnative to acquisitions and hiring. It involves hiring the core team from= a startup and gaining a non-exclusive license to the startup's intelle= ctual property in exchange for substantial licensing fees, which are dist= ributed as dividends out to investors and employees. These startups then = continue to operate under new leadership. These 'Hire And License Out' (H= ALO) deals are still new and remain poorly understood.=20 THE TESLA D= INER IS BASICALLY FINISHED=E2=80=94HERE'S WHAT IT LOOKS LIKE (2 MINUTE RE= AD) [17]=20 Tesla's Diner, Drive-in, and Supercharger in Los Angeles is= getting close to opening. The site is pretty much done - Elon Musk ate a= meal at the site, and vehicles have been spotted charging at the chargin= g stalls. The site will be open 24 hours a day, 7 days a week when it f= inally opens. Photos of the Diner are available in the article.=20 = =E2=9A=A1=20 QUICK LINKS CRAVING MORE AI IN YOUR INBOX? (SPONSOR) = [18]=20 TLDR AI is your daily fix of LLMs, GenAI, and deep learning goo= dness. Same TLDR format. Still free. Subscribe now. [18] AI IS= KILLING THE 5-YEAR IT PROJECT (4 MINUTE READ) [19]=20 There are no fiv= e-year plans anymore, just quick integrations.=20 AMAZON TURNS TO RIVAL= SPACEX TO LAUNCH NEXT BATCH OF KUIPER INTERNET SATELLITES (3 MINUTE READ= ) [20]=20 A 27-minute launch window for the KF-01 mission, which aims t= o send 24 Kuiper satellites to orbit on one of SpaceX's Falcon 9 rockets,= opened at 2:18 AM ET.=20 ZUCKERBERG'S AI MOONSHOT: META BUILDS DATA = FORTRESSES TO WIN THE RACE FOR SUPERINTELLIGENCE (7 MINUTE READ) [21]=20 = Meta plans to build data centers so large that they cover significant= portions of Manhattan's footprint.=20 TESLA'S TOP NORTH AMERICAN SAL= ES EXECUTIVE LEAVES AMID SLUMP (2 MINUTE READ) [22]=20 Troy Jones, vi= ce president of sales, service, and delivery in North America, has depart= ed after 15 years at Tesla.=20 AI CODING TOOLS ARE SHIFTING TO A SURPRI= SING PLACE: THE TERMINAL (5 MINUTE READ) [23]=20 Developers are incre= asingly interacting directly with the terminal instead of working on code= ..=20 FROM MEMO TO MOVEMENT (20 MINUTE READ) [24]=20 This article lo= oks at the insights, tactics, and workflows Shopify used to get its worke= rs to use AI effectively.=20 Love TLDR? Tell your friends and get reward= s! Share your referral link below with friends to get free TLDR swag!= =20 https://refer.tldr.tech/1fd848fa/ [25]=20 =09=09Track your refer= rals here. [26] Want to advertise in TLDR? =F0=9F=93=B0 If your = company is interested in reaching an audience of tech executives, decisio= n-makers and engineers, you may want to ADVERTISE WITH US [27].=20 Wan= t to work at TLDR? =F0=9F=92=BC APPLY HERE [28] or send a friend's re= sume to jobs@tldr.tech and get $1k if we hire them!=20 If you have an= y comments or feedback, just respond to this email!=20 Thanks for readin= g,=20 Dan Ni [29] & Stephen Flanders [30]=20 Manage your subscriptions = [31] to our other newsletters on tech, startups, and programming. Or if T= LDR isn't for you, please unsubscribe [32].=20 =20 Links: ------= [1] https://tldr.tech/signup?utm_source=3Dtldr [2] https://advertise.t= ldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadvertis= etopnav [3] https://a.tldrnewsletter.com/web-version?ep=3D1&lc=3Db5bb39ac= -a04f-11ee-8692-6388dbdd6fd1&p=3D1430c040-6216-11f0-91d5-9df66e9cb415&pt=3D= campaign&t=3D1752662745&s=3D059513a756c31eb67785cfe3ccca3b624898a1c261e8fcb= 663c9c43c4859c1a8 [4] https://www.qawolf.com?utm_source=3Dtldr&utm_medium= =3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-= _Newsletter_CutQACycles_20250716-None_Experiment-FALSE&utm_term=3Dheadline-= CutYourQACyclesDownFromHoursToMinutesWithAutomatedTesting&utm_content=3DCut= QACycles_ScheduleADemoToLearnMore_None_Headline%3ACutYourQACyclesDownFromHo= ursToMinutesWithAutomatedTesting____Newsletter-PrimaryPlacement_20250716_v1= _ [5] https://www.qawolf.com/how-it-works?utm_source=3Dtldr&utm_medium=3D= 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eers&utm_content=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%3ACut= YourQACyclesDownFromHoursToMinutesWithAutomatedTesting____Newsletter-Primar= yPlacement_20250716_v1_ [8] https://www.qawolf.com?utm_source=3Dtldr&utm_= medium=3Dnewsletter&utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudi= ence_-_Newsletter_CutQACycles_20250716-None_Experiment-FALSE&utm_term=3Dcta= -ScheduleADemoToLearnMore&utm_content=3DCutQACycles_ScheduleADemoToLearnMor= e_None_Headline%3ACutYourQACyclesDownFromHoursToMinutesWithAutomatedTesting= ____Newsletter-PrimaryPlacement_20250716_v1_ [9] https://threadreaderapp.= com/thread/1945109878990627106.html?utm_source=3Dtldrnewsletter [10] http= s://calv.info/openai-reflections?utm_source=3Dtldrnewsletter [11] https:/= /links.tldrnewsletter.com/Hza7a9 [12] https://www.nist.gov/news-events/ne= ws/2025/07/nist-ion-clock-sets-new-record-most-accurate-clock-world?utm_sou= rce=3Dtldrnewsletter [13] https://www.datadoghq.com/resources/future-of-a= 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esses-to-win-the-race-for-superintelligence/?utm_source=3Dtldrnewsletter = [22] https://links.tldrnewsletter.com/ajQ6fG [23] https://techcrunch.com/= 2025/07/15/ai-coding-tools-are-shifting-to-a-surprising-place-the-terminal/= ?utm_source=3Dtldrnewsletter [24] https://www.firstround.com/ai/shopify?u= tm_source=3Dtldrnewsletter [25] https://refer.tldr.tech/1fd848fa/ [26] = https://hub.sparklp.co/sub_32edf8dd66ae/1 [27] https://advertise.tldr.tec= h/?utm_source=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadvertisecta = [28] https://jobs.ashbyhq.com/tldr.tech [29] https://twitter.com/tldrdan= [30] https://twitter.com/SteveFlanders22 [31] https://tldr.tech/tech/m= anage?email=3Dtldr%40synchro.net [32] https://a.tldrnewsletter.com/unsubs= cribe?ep=3D1&l=3Dcfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=3Db5bb39ac-a04f-11= ee-8692-6388dbdd6fd1&p=3D1430c040-6216-11f0-91d5-9df66e9cb415&pt=3Dcampaign= &pv=3D4&spa=3D1752660051&t=3D1752662745&s=3Df0e522b8cea28491f21271455808829= 9ed7b8ef97e4f69d1765c6d390a6fd190 --3CR8r7yU Content-Type: text/html; charset=utf-8 Content-Transfer-Encoding: quoted-printable TLDR
Big Sleep = is an AI agent developed by Google DeepMind and Google Project Zero that ac= tively searches and finds unknown security vulnerabilities =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&n= bsp; =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C 

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=E2=9C=82=EF=B8=8F Cut your= QA cycles down from hours to minutes with automated testing (Sponsor)

If slow QA processes bottleneck you or = your software engineering team and you're releasing slower because of it = =E2=80=94 you need to check out QA Wolf.

They get engineering team= s to 80% au= tomated end-to-end test coverage and help them ship 5x f= aster by reducing QA cycles from hours to minutes.

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No flakes, no delays, just better QA =E2=80=94 that's QA Wolf.

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=F0=9F= =93=B1

Big Tech & Startups

Our AI agent Big Sleep help= ed us detect and foil an imminent exploit (1 minute read)

Big Sleep is an AI agent developed by G= oogle DeepMind and Google Project Zero that actively searches and finds unk= nown security vulnerabilities in software. It recently helped Google detect= and foil an imminent exploit - possibly a first for an AI agent. Big Sleep= is being deployed to help improve the security of widely used open-source = projects. AI cybersecurity agents will help free up security teams so they = can focus on high-complexity threats, dramatically scaling their impact and= reach.
Reflections on OpenAI (20 m= inute read)

Calvin French-Owen joined OpenAI in May= 2024 and left the company three weeks ago. This post shares a first-hand a= ccount of what the culture of working at the company actually feels like. I= t covers how the company operates without giving away any trade secrets. Op= enAI grew quickly from a group of scientists and tinkerers investigating th= e cutting edge of science into an organization with the most viral consumer= app in history and ambitions to sell to governments and enterprises, makin= g it one of the most fascinating organizations in history at an extremely i= nteresting time.
=F0=9F= =9A=80

Science & Futuristic Technology

The Secret to Better Airpla= ne Navigation Could Be Inside the Earth's Crust (6 minute read)

Airbus' Acubed and Google spinout Sandb= oxAQ are developing an alternative to GPS. Its quantum sensing technology i= s now inching closer to commercialization. The MagNav quantum-sensing devic= e uses quantum physics to measure the unique magnetic signatures at various= points in the Earth's crust. An AI algorithm is then used to match those s= ignatures to an exact location. The technology could be a promising alterna= tive to GPS in a time when GPS jamming and spoofing are on the rise.
NIST Ion Clock Sets New Rec= ord for Most Accurate Clock in the World (7 minute read)

Researchers at the National Institute o= f Standards and Technology (NIST) have improved their atomic clock so it ca= n perform timekeeping with 19 decimal places of accuracy. The aluminum ion = clock is 2.6 times more stable than any other ion clock. Its accuracy will = help facilitate new scientific and technological advances, allowing scienti= sts to explore new concepts in quantum physics and build the tools needed f= or quantum technology. It could help physicists explore physics beyond the = Standard Model, such as the possibility that the fundamental constants of n= ature are not fixed values but actually changing.
=F0=9F= =92=BB

Programming, Design & Data Science

Most AI teams struggle to g= o from prototype to production. Google + Datadog leaders share 7 ways to fi= x it (Sponsor)

When AI experiments work great in dev b= ut fail in production, it's often an observability problem. In a recent fir= eside chat, Google's Director of AI and Datadog's VP of Engineering shared = 7 key insights for bu= ilding production LLMs on Google Cloud. Get the ebook now
We're releasing the Artific= ial Analysis AI Adoption Survey Report for H1 2025 (3 minute read)

The Artificial Analysis Adoption Survey= Report examines trends in AI usage and analyzes adoption rates, primary us= e cases, and demand across chatbots, coding agents, LLM model families, pro= viders, and chip companies. The report found companies are starting to use = AI in production, with engineering and R&D being the clear frontrunner = use cases. Google, xAI, and DeepSeek have gained share in the first half of= 2025 while Meta and Mistral have lost share. Organizations are open to Chi= nese models if hosted outside of China.
To be a better programmer, = write little proofs in your head (14 minute read)

One trick that helps developers write c= ode faster and more accurately is to sketch proofs in your head when you're= working on something difficult. Doing this without interrupting flow takes= a lot of practice, but once you get good at it, you'll find a surprising a= mount of code will work on the first or second try. This article demonstrat= es a few examples of how this technique can be applied.
=F0=9F= =8E=81

Miscellaneous

<= /div>
The HALO Effect (19 minute = read)

A new type of deal structure has emerge= d in AI as an alternative to acquisitions and hiring. It involves hiring th= e core team from a startup and gaining a non-exclusive license to the start= up's intellectual property in exchange for substantial licensing fees, whic= h are distributed as dividends out to investors and employees. These startu= ps then continue to operate under new leadership. These 'Hire And License O= ut' (HALO) deals are still new and remain poorly understood.
The Tesla Diner is basicall= y finished=E2=80=94here's what it looks like (2 minute read)

Tesla's Diner, Drive-in, and Supercharg= er in Los Angeles is getting close to opening. The site is pretty much done= - Elon Musk ate a meal at the site, and vehicles have been spotted chargin= g at the charging stalls. The site will be open 24 hours a day, 7 days a we= ek when it finally opens. Photos of the Diner are available in the article.
=E2=9A= =A1

Quick Links

Craving more AI in your inb= ox? (Sponsor)

TLDR AI is your daily fix of LLMs, GenA= I, and deep learning goodness. Same TLDR format. Still free.

Subscribe now.

AI is Killing the 5-Year IT= Project (4 minute read)

There are no five-year plans anymore, j= ust quick integrations.
Amazon turns to rival Space= X to launch next batch of Kuiper internet satellites (3 minute read)

A 27-minute launch window for the KF-01= mission, which aims to send 24 Kuiper satellites to orbit on one of SpaceX= 's Falcon 9 rockets, opened at 2:18 AM ET.
Zuckerberg's AI Moonshot: M= eta Builds Data Fortresses to Win the Race for Superintelligence (7 minute = read)

Meta plans to build data centers so lar= ge that they cover significant portions of Manhattan's footprint.
Tesla's Top North American = Sales Executive Leaves Amid Slump (2 minute read)

Troy Jones, vice president of sales, se= rvice, and delivery in North America, has departed after 15 years at Tesla.
AI coding tools are shiftin= g to a surprising place: The terminal (5 minute read)

Developers are increasingly interacting= directly with the terminal instead of working on code.
From Memo to Movement (20 m= inute read)

This article looks at the insights, tac= tics, and workflows Shopify used to get its workers to use AI effectively.

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