Subj : Apple's ChatGPT rival ¨, Reddit's search engine ¨, Deep Agents ¨¨ To : All From : TLDR Date : Mon Aug 04 2025 10:49:15 --lyJTekcQ Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable Apple quietly formed a new team called Answers, Knowledge, and Informatio= n earlier this year. The group is exploring a number of in-house AI ser= vices=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 [Vanta] [4] TLDR 2025-08-04 = GET AUDIT-READY FAST WITH VANTA'S COMPLIANCE AUTOMATION (SPONSOR) [4] = Whether you're a fast-growing startup or an established security team= , Vanta can help you achieve continuous compliance [4] (and more).=C2= =A0 JOIN THE LIVE DEMO ON AUG 20 LEARN HOW VANTA CAN HELP YOU: = =09* Streamline evidence collection and audit for frameworks like SOC 2, = ISO 27001, HIPAA, CMMC, and ISO 42001 =09* Continuously monitor controls= to build and reinforce your security foundation =09* Scale your progr= am across internal and vendor risk, demonstrate trust, and answer questio= nnaires with automation and AI Plus, get answers to your questions dir= ectly from the Vanta team. Secure your spot today. [4] =F0=9F=93= =B1=20 BIG TECH & STARTUPS APPLE'S NEW =E2=80=98ANSWERS' TEAM EYES= CHATGPT-LIKE PRODUCT IN AI PUSH (12 MINUTE READ) [5]=20 Apple quietl= y formed a new team called Answers, Knowledge, and Information earlier th= is year. The group is exploring a number of in-house AI services with the= goal of creating a new ChatGPT-like search experience. Apple recently st= arted advertising job openings for the team, with several listings specif= ically mentioning experience with search algorithms and engine developmen= t.=20 REDDIT PLANS TO UNIFY ITS SEARCH INTERFACE AS IT LOOKS TO BECOME = A SEARCH ENGINE (2 MINUTE READ) [6]=20 Reddit has ambitions to become= the go-to search engine people use. Its search function has more than 70= million weekly users, and Reddit Answers, its AI-powered Q&A product, is= now used by 6 million people. Reddit Answers is currently available in a= dozen countries. The company wants to eventually unify the core search f= unction with Reddit Season certificates and redesign its app to have the = search box be more prominently visible.=20 =F0=9F=9A=80=20 SCIENCE = & FUTURISTIC TECHNOLOGY THESE DRONES DROP BURNING BALLS IN THE FOREST= TO CONTROL WILDFIRES (8 MINUTE READ) [7]=20 One of the oldest method= s of preventing wildfires is doing controlled burns, which preemptively r= emove leaves, dead branches, and other dry materials. Nebraska-based star= tup Drone Amplify uses small quadcopter drones carrying hundreds of ping-= pong ball-sized combustible eggs to ignite small, trackable, and containe= d fires. Its drones are currently operating more than 200 systems in the = US, Canada, Germany, and Australia. Using drones enables better monitorin= g as well as nighttime operations.=20 SYNTHETIC E. COLI WITH COMPRESS= ED DNA OUTSMARTS VIRUSES IN RADICAL GENETIC LEAP (4 MINUTE READ) [8]=20 = Researchers at Cambridge have created synthetic E. coli bacteria with= just 57 codons - virtually all known life has 64. Syn57 has the most r= adically compressed genetic code ever built. The technique used to create= the strain opens up the possibility of future organisms that can create = unnatural materials and virus-resistant biofactories. Syn57 may be immune= to many viruses, as viruses rely on the host's genetic code to replicate= ..=20 =F0=9F=92=BB=20 PROGRAMMING, DESIGN & DATA SCIENCE = =F0=9F=98=98 KISS BUGS GOODBYE WITH FULLY AUTOMATED END-TO-END TEST COVERAG= E (SPONSOR) [9]=20 Bugs sneak out when less than 80% of user flows ar= e tested before shipping. However, getting that kind of coverage (and sta= ying there) is hard and pricey for any team. QA Wolf's [10] AI-nativ= e service provides high-volume, high-speed test coverage for WEB AND MOBI= LE APPS, reducing your organization's QA cycle from days to minutes.= =C2=A0 They can get you: =09* 80% automated E2E test coverage in= weeks =09* Unlimited parallel test runs =09* 24-hour maintenance and= on-demand test creation =09* Zero flakes, guaranteed Engineering t= eams MOVE FASTER, releases stay on track, and testing happens automatical= ly=E2=80=94so developers can focus on building, not debugging. The r= esult? Drata [11] achieved 4X MORE TEST CASES and 86% FASTER QA CYCLES.= =E2=AD=90 Rated 4.8/5 on G2. Schedule a demo to learn more [12]= DEEP AGENTS (GITHUB REPO) [13]=20 Deep Agents is a Python packag= e that implements a planning tool, sub agents, access to a file system, a= nd detailed prompts in a general purpose way so that developers can easil= y create deep agents for their applications. The project was primarily in= spired by Claude Code and was initially an attempt to see what made Claud= e Code general purpose. HOW TO WRITE A GOOD DESIGN DOCUMENT (7 MIN= UTE READ) [14]=20 A design document is a technical report that outlines= the implementation strategy of a system in the context of trade-offs and= constraints. The goal of a design document is to convince the reader t= hat the design is optimal given the situation. The act of writing a desig= n document helps the author think through designs and add substance to ot= herwise vague intuitions. This post walks through how to write high quali= ty design documents.=20 =F0=9F=8E=81=20 MISCELLANEOUS APPLE CEO= TELLS STAFF AI IS =E2=80=98OURS TO GRAB' IN HOURLONG PEP TALK (7 MINUTE = READ) [15]=20 Apple CEO Tim Cook recently rallied employees around the = company's artificial intelligence prospects at a rare all-hands meeting= following earnings results. He told staff at the meeting that the AI r= evolution is as big or bigger than the internet, smartphones, cloud compu= ting, and apps. Apple was late to AI, and its AI tools fell flat when the= y were finally released. However, Cook noted that while Apple is typicall= y late to promising new technologies, it invents the modern versions of t= hose product categories.=20 ANTHROPIC CUTS OFF OPENAI'S ACCESS TO ITS C= LAUDE MODELS (1 MINUTE READ) [16]=20 Anthropic has revoked OpenAI's a= ccess to its Claude family of AI models due to a direct violation of its = terms of service. OpenAI was connecting Claude to its internal tools to c= ompare its performance to OpenAI's own models in categories like coding, = writing, and safety. Its technical staff were also using Anthropic's codi= ng tools. An OpenAI spokesperson described the company's usage as 'indust= ry standard'. OpenAI's API remains available to Anthropic.=20 = =E2=9A=A1=20 QUICK LINKS GOOGLE ROLLS OUT GEMINI DEEP THINK AI, A = REASONING MODEL THAT TESTS MULTIPLE IDEAS IN PARALLEL (5 MINUTE READ) [17= ]=20 Google Ultra subscribers will gain access to Gemini 2.5 Deep Think= , Google's most advanced AI reasoning model, in the Gemini app on Frida= y.=20 FULL-BREADTH DEVELOPERS (17 MINUTE READ) [18]=20 Developers w= ith both technical and product capabilities stand to gain as clear winner= s in the age of AI.=20 THE BEST ADVICE I GOT AT PAGERDUTY (4 MINUTE REA= D) [19]=20 Seven bits of advice gained over seven years.=20 HIDING = SECRET CODES IN LIGHT PROTECTS AGAINST FAKE VIDEOS (4 MINUTE READ) [20] = Researchers at Cornell have developed a way to watermark light in = videos, making it possible to detect if a video is fake or has been manip= ulated.=20 BING IS GROWING WITH THE HELP OF AI AS GOOGLE SLIGHTLY SHRIN= KS (2 MINUTE READ) [21]=20 Bing is the search backend for some AI age= nts, such as ChatGPT and Meta AI, giving its numbers a bit of a boost. = ELON MUSK IS BRINGING BACK VINE'S ARCHIVES THAT WERE THOUGHT TO BE= LOST MEDIA (3 MINUTE READ) [22]=20 Twitter bought Vine almost a deca= de ago.=20 Love TLDR? Tell your friends and get rewards! Share you= r referral link below with friends to get free TLDR swag!=20 https://re= fer.tldr.tech/1fd848fa/ [23]=20 =09=09Track your referrals here. [24] = Want to advertise in TLDR? =F0=9F=93=B0 If your company is interes= ted in reaching an audience of tech executives, decision-makers and engin= eers, you may want to ADVERTISE WITH US [25].=20 Want to work at TLDR?= =F0=9F=92=BC APPLY HERE [26] or send a friend's resume to jobs@tldr.= tech and get $1k if we hire them!=20 If you have any comments or feed= back, just respond to this email!=20 Thanks for reading,=20 Dan Ni [27] = & Stephen Flanders [28]=20 Manage your subscriptions [29] to our other = newsletters on tech, startups, and programming. 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https://techcrunch.com/2025/08/01/google-rolls-out-gemini-deep-think-ai-= a-reasoning-model-that-tests-multiple-ideas-in-parallel/?utm_source=3Dtldrn= ewsletter [18] https://justin.searls.co/posts/full-breadth-developers/?ut= m_source=3Dtldrnewsletter [19] https://euri.ca/blog/2025-7-tips-from-7-ye= ars-at-pagerduty/?utm_source=3Dtldrnewsletter [20] https://news.cornell.e= du/stories/2025/07/hiding-secret-codes-light-protects-against-fake-videos?u= tm_source=3Dtldrnewsletter [21] https://9to5google.com/2025/08/01/bing-is= -growing-with-the-help-of-ai-as-google-slightly-shrinks/?utm_source=3Dtldrn= ewsletter [22] https://www.dexerto.com/entertainment/elon-musk-is-bringin= g-back-vines-archives-that-were-thought-to-be-lost-media-3233479/?utm_sourc= e=3Dtldrnewsletter [23] https://refer.tldr.tech/1fd848fa/ [24] https://= hub.sparklp.co/sub_32edf8dd66ae/1 [25] https://advertise.tldr.tech/?utm_s= ource=3Dtldr&utm_medium=3Dnewsletter&utm_campaign=3Dadvertisecta [26] htt= ps://jobs.ashbyhq.com/tldr.tech [27] https://twitter.com/tldrdan [28] h= ttps://twitter.com/SteveFlanders22 [29] https://tldr.tech/tech/manage?ema= il=3Dtldr%40synchro.net [30] https://a.tldrnewsletter.com/unsubscribe?ep= =3D1&l=3Dcfa2d55a-b7be-11e8-a3c9-06b79b628af2&lc=3Db5bb39ac-a04f-11ee-8692-= 6388dbdd6fd1&p=3D5ffd8402-7113-11f0-b1c3-2b827486aab8&pt=3Dcampaign&pv=3D4&= spa=3D1754301652&t=3D1754304554&s=3Da3daca26e814b855b59e313c826f7f574493195= d809365482314f7350e2cbe7c --lyJTekcQ Content-Type: text/html; charset=utf-8 Content-Transfer-Encoding: quoted-printable TLDR
Apple quie= tly formed a new team called Answers, Knowledge, and Information earlier th= is year. The group is exploring a number of in-house AI services =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  =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&nb= sp;=E2=80=8C =E2=80=8C 

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Together With 3D"Vanta"

TLDR 2025-08-04

Get Audit-Ready Fast with V= anta's Compliance Automation (Sponsor)

Whether you're a fast-growing startup o= r an established security team, Van= ta can help you achieve continuous compliance (and more). 

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  • Streamline evidence collection and audit for frameworks like SOC 2, ISO= 27001, HIPAA, CMMC, and ISO 42001
  • Continuously monitor controls to build and reinforce your security foun= dation
  • Scale your program across internal and vendor risk, demonstrate trust, = and answer questionnaires with automation and AI

Plus, get answers to your questions directly from the Vanta team. Secure your spot today.

=F0=9F= =93=B1

Big Tech & Startups

Apple's New =E2=80=98Answer= s' Team Eyes ChatGPT-Like Product in AI Push (12 minute read)

Apple quietly formed a new team called = Answers, Knowledge, and Information earlier this year. The group is explori= ng a number of in-house AI services with the goal of creating a new ChatGPT= -like search experience. Apple recently started advertising job openings fo= r the team, with several listings specifically mentioning experience with s= earch algorithms and engine development.
Reddit plans to unify its s= earch interface as it looks to become a search engine (2 minute read)

Reddit has ambitions to become the go-t= o search engine people use. Its search function has more than 70 million we= ekly users, and Reddit Answers, its AI-powered Q&A product, is now used= by 6 million people. Reddit Answers is currently available in a dozen coun= tries. The company wants to eventually unify the core search function with = Reddit Season certificates and redesign its app to have the search box be m= ore prominently visible.
=F0=9F= =9A=80

Science & Futuristic Technology

These drones drop burning b= alls in the forest to control wildfires (8 minute read)

One of the oldest methods of preventing= wildfires is doing controlled burns, which preemptively remove leaves, dea= d branches, and other dry materials. Nebraska-based startup Drone Amplify u= ses small quadcopter drones carrying hundreds of ping-pong ball-sized combu= stible eggs to ignite small, trackable, and contained fires. Its drones are= currently operating more than 200 systems in the US, Canada, Germany, and = Australia. Using drones enables better monitoring as well as nighttime oper= ations.
Synthetic E. coli with comp= ressed DNA outsmarts viruses in radical genetic leap (4 minute read)

Researchers at Cambridge have created s= ynthetic E. coli bacteria with just 57 codons - virtually all known life ha= s 64. Syn57 has the most radically compressed genetic code ever built. The = technique used to create the strain opens up the possibility of future orga= nisms that can create unnatural materials and virus-resistant biofactories.= Syn57 may be immune to many viruses, as viruses rely on the host's genetic= code to replicate.
=F0=9F= =92=BB

Programming, Design & Data Science

=F0=9F=98=98 Kiss bugs good= bye with fully automated end-to-end test coverage (Sponsor)

Bugs sneak out when less than 80% of us= er flows are tested before shipping. However, getting that kind of coverage= (and staying there) is hard and pricey for any team.

QA Wolf's AI-native service provides high-volume, high-= speed test coverage for web and mobile apps, reducing your= organization's QA cycle from days to minutes. 

They can get you:

  • 80% automated E2E test coverage in weeks
  • Unlimited parallel test runs
  • 24-hour maintenance and on-demand test creation
  • Zero flakes, guaranteed

Engineering teams move faster, releases stay on track, = and testing happens automatically=E2=80=94so developers can focus on buildi= ng, not debugging.

The result? Drata achieved 4x more test cases and 86% faster QA cy= cles.

=E2=AD=90 Rated 4.8/5 on G2.

Schedule a demo to learn more

Deep Agents (GitHub Repo)

Deep Agents is a Python package that im= plements a planning tool, sub agents, access to a file system, and detailed= prompts in a general purpose way so that developers can easily create deep= agents for their applications. The project was primarily inspired by Claud= e Code and was initially an attempt to see what made Claude Code general pu= rpose.
How to write a good design = document (7 minute read)

A design document is a technical report= that outlines the implementation strategy of a system in the context of tr= ade-offs and constraints. The goal of a design document is to convince the = reader that the design is optimal given the situation. The act of writing a= design document helps the author think through designs and add substance t= o otherwise vague intuitions. This post walks through how to write high qua= lity design documents.
=F0=9F= =8E=81

Miscellaneous

<= /div>
Apple CEO Tells Staff AI Is= =E2=80=98Ours to Grab' in Hourlong Pep Talk (7 minute read)

Apple CEO Tim Cook recently rallied emp= loyees around the company's artificial intelligence prospects at a rare all= -hands meeting following earnings results. He told staff at the meeting tha= t the AI revolution is as big or bigger than the internet, smartphones, clo= ud computing, and apps. Apple was late to AI, and its AI tools fell flat wh= en they were finally released. However, Cook noted that while Apple is typi= cally late to promising new technologies, it invents the modern versions of= those product categories.
Anthropic cuts off OpenAI's= access to its Claude models (1 minute read)

Anthropic has revoked OpenAI's access t= o its Claude family of AI models due to a direct violation of its terms of = service. OpenAI was connecting Claude to its internal tools to compare its = performance to OpenAI's own models in categories like coding, writing, and = safety. Its technical staff were also using Anthropic's coding tools. An Op= enAI spokesperson described the company's usage as 'industry standard'. Ope= nAI's API remains available to Anthropic.
=E2=9A= =A1

Quick Links

Google rolls out Gemini Dee= p Think AI, a reasoning model that tests multiple ideas in parallel (5 minu= te read)

Google Ultra subscribers will gain acce= ss to Gemini 2.5 Deep Think, Google's most advanced AI reasoning model, in = the Gemini app on Friday.
Full-breadth Developers (17= minute read)

Developers with both technical and prod= uct capabilities stand to gain as clear winners in the age of AI.
The Best Advice I Got at Pa= gerDuty (4 minute read)

Seven bits of advice gained over seven = years.
Hiding secret codes in ligh= t protects against fake videos (4 minute read)

Researchers at Cornell have developed a= way to watermark light in videos, making it possible to detect if a video = is fake or has been manipulated.
Bing is growing with the he= lp of AI as Google slightly shrinks (2 minute read)

Bing is the search backend for some AI = agents, such as ChatGPT and Meta AI, giving its numbers a bit of a boost.
Elon Musk is bringing back = Vine's archives that were thought to be lost media (3 minute read)

Twitter bought Vine almost a decade ago= ..

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