Subj : Neuralink bionic eye ¨, Unitree's $6k robot ¨, AI code evals ¨¨ To : All From : TLDR Date : Mon Jul 28 2025 10:46:17 --FBsQy0To Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: quoted-printable Neuralink is collaborating with researchers on a clinical trial to study = visual prosthetics in a study sponsored by the University of California= =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= =20 =09=09TOGETHER WITH [Orkes] [4] TLDR 2025-07-28 AGENTIC A= I IS HERE. BUT CAN IT SCALE? (SPONSOR) [4]=20 AI has evolved=E2=80= =94from rule-based systems to generative models to agentic AI, where auto= nomous agents act with memory and context. But without orchestration, ent= erprises risk complexity, chaos, and failure to scale.=C2=A0 Watch o= ur on-demand webinar, _=E2=80=9C__BEYOND CHATBOTS: ORCHESTRATING AI-NATIV= E ENTERPRISE WORKFLOWS,_ [4]_=E2=80=9D_ to explore how Orkes Conductor un= ifies AI agents, APIs, data, and human input into resilient, enterprise-g= rade workflows. Discover real-world use cases like fraud detection and in= voice processing, and learn how to bring governance, reliability, and hum= an-AI collaboration into your automation strategy. Watch the recordi= ng [4] =F0=9F=93=B1=20 BIG TECH & STARTUPS ELON MUSK'S NEURAL= INK JOINS STUDY WORKING TOWARD A BIONIC EYE (1 MINUTE READ) [5]=20 Ne= uralink is collaborating with researchers in California and Spain on a cl= inical trial to study visual prosthetics. The study, sponsored by the Uni= versity of California at Santa Barbara, aims to address the fundamental q= uestions that will allow the development of a Smart Bionic Eye. Such a de= vice would use AI to help blind people identify faces, navigate the outdo= ors, and read, among other things. The study's description says that rese= archers will use Neuralink patients 'once available'. Neuralink is develo= ping a brainchip called Blindsight that aims to restore vision to blind p= eople and grant superhuman vision.=20 META APPOINTS SHENGJIA ZHAO AS = CHIEF SCIENTIST OF NEW SUPERINTELLIGENCE LAB (2 MINUTE READ) [6]=20 S= hengjia Zhao, a former lead scientist at OpenAI, has joined Meta as chief= scientist at the company's newly established Superintelligence Lab. Zhao= , a co-creator of ChatGPT and GPT-4, will be tasked with setting the rese= arch agenda and scientific direction for the new lab. He will work direct= ly with Mark Zuckerberg and Alexandr Wang to steer Meta's research effort= s towards artificial general intelligence. Industry observers see Zhao's = hiring as a significant move in the escalating AI talent war.=20 = =F0=9F=9A=80=20 SCIENCE & FUTURISTIC TECHNOLOGY CHINA'S UNITREE OF= FERS A HUMANOID ROBOT FOR UNDER $6,000 (2 MINUTE READ) [7]=20 Unitree= Robotics's R1 bot has a starting price of 39,900 yuan, or around $5,900.= Weighing just 25 kilograms, it has 26 joints and is equipped with multim= odal artificial intelligence, including voice in image recognition. If it= works as advertised, the new robot marks a milestone for the robotics in= dustry. Chinese companies are pushing ahead with humanoids for factories,= households, and even military use - pricing is crucial to their prolifer= ation.=20 THE FIRST 100% EFFECTIVE HIV PREVENTION DRUG IS APPROVED AND = GOING GLOBAL (4 MINUTE READ) [8]=20 The US Food and Drug Administrati= on has approved lenacapavir, a drug that offers 100% protection against H= IV with twice-yearly injections. Sold under the brand name Yeztugo, lenac= apavir is a capsid inhibitor. It stops the virus from entering cells and = copying itself. Gilead has made moves to ensure the drug is affordable - = eligible uninsured individuals will likely be able to access the drug fre= e of cost through its Advancing Access medication assistance program.=20 = =F0=9F=92=BB=20 PROGRAMMING, DESIGN & DATA SCIENCE ADD MULTI-TE= NANCY TO AN APP BUILT WITH CLERK, LOVABLE, AND SUPABASE (SPONSOR) [9]=20 = In this article, you'll learn how to create a team-ready B2B app usin= g Lovable, Clerk, and Supabase. We'll teach you how to implement multi-te= nancy in a React environment without manually handling JWT parsing or use= r scopes. Read our guide [10].=20 AN ENGINEER'S GUIDE TO AI CODE MODEL = EVALS (30 MINUTE READ) [11]=20 A crucial part of the process of improvi= ng a coding-capable AI model is evaluation (evals). Evals are structured = tests or benchmarks used to measure model performance on specific tasks. = They are analogous to unit tests or integration tests in software. This p= ost explores what evals are, how they're constructed, what 'hill climbing= ' means in model development, and how all these pieces connect to the con= tinuous training and improvement of coding models.=20 IT'S TIME FOR M= ODERN CSS TO KILL THE SPA (10 MINUTE READ) [12]=20 Modern CSS can provi= de seamless navigation without the need to build an app. New capabilities= enable fading between pages, animating shared elements, maintaining pers= istent elements, and more, all with real URLs, real page loads, and witho= ut JavaScript routing hacks. This article discusses how. Most websites do= n't need to be apps - build a site like a site.=20 =F0=9F=8E=81=20 = MISCELLANEOUS THE NEW CHIPS DESIGNED TO SOLVE AI'S ENERGY PROBLEM (6 = MINUTE READ) [13]=20 The estimated growth in energy required for AI i= s currently unsustainable. Several startups and companies are experimenti= ng with new kinds of chips that have the potential to be much more energy= efficient than current industry leaders at the all-important task of i= nference. While Nvidia chips will continue to be used for AI training for= the foreseeable future, more efficient inference could collectively save= companies tens of billions of dollars. The intensity of these chip devel= opment efforts shows how desperate the tech world is to provide AI to cus= tomers without paying the 'Nvidia tax'.=20 ELON MUSK INTERVIEW: X TAKEO= VER EVENT (2 MINUTE READ) [14]=20 Elon Musk recently sat down for an in= terview at the X Takeover 2025 event held in San Mateo, California. Durin= g the interview, Musk spoke candidly about Tesla's Optimus robot, Neurali= nk's potential medical applications, and more, offering wide-ranging insi= ghts into his companies. Despite regulatory and logistical hurdles, Tesla= 's roadmap remains ambitious and far-reaching. A video of the interview i= s linked in the article.=20 =E2=9A=A1=20 QUICK LINKS CRAVING = MORE AI IN YOUR INBOX? (SPONSOR) [15]=20 TLDR AI is your daily fix of L= LMs, GenAI, and deep learning goodness. Same TLDR format. Still free. = Subscribe now. [15] ANTHROPIC SEEKS $150 BILLION VALUATION IN NEW = FUNDING ROUND (2 MINUTE READ) [16]=20 Anthropic is looking to raise a= t least $3 billion and possibly as much as $5 billion.=20 TESLA PLANS= =E2=80=98FRIENDS AND FAMILY' CAR SERVICE IN CALIFORNIA, REGULATOR SAYS (= 5 MINUTE READ) [17]=20 Tesla CEO recently teased an expansion of Tesla'= s robotaxi service to the San Francisco Bay Area, but California regulato= rs say the company is not authorized to carry passengers on public roads = in autonomous vehicles.=20 HEREDOCS CAN MAKE YOUR BASH SCRIPTS SELF-D= OCUMENTING (3 MINUTE READ) [18]=20 Heredocs allows developers to add = Markdown to bash scripts for inline documentation.=20 SAUDI ARAMCO WA= NTS A GOOGLE SPINOFF TO TURN ITS WASTE INTO WEALTH (7 MINUTE READ) [19] = SandboxAQ will use Quantum AI to help Aramco transform captured ca= rbon dioxide into valuable products such as advanced materials and plasti= cs.=20 AN AI-GENERATED PROTEIN HELPS T CELLS KILL CANCER (4 MINUTE READ= ) [20]=20 A data scientist and an immunologist used AI to design de n= ovo T cell receptor-like proteins that helped kill cancer in vitro in a p= rocess that only took several weeks, in contrast to the typical one-and= -a-half years.=20 THE RISE OF SHIPPABLE MICROFACTORIES (20 MINUTE READ)= [21]=20 Microfactories aim to capture the benefits of off-site fabrica= tion without the drawbacks of centralized production by making factories= shippable and goods more locally produced.=20 Love TLDR? Tell your fr= iends and get rewards! Share your referral link below with friends to= get free TLDR swag!=20 https://refer.tldr.tech/1fd848fa/ [22]=20 = =09=09 Track your referrals here. [23]=20 Want to advertise in TLDR? = =F0=9F=93=B0 If your company is interested in reaching an audience of= tech executives, decision-makers and engineers, you may want to ADVERTIS= E WITH US [24].=20 Want to work at TLDR? =F0=9F=92=BC APPLY HERE= [25] or send a friend's resume to jobs@tldr.tech and get $1k if we hire = them!=20 If you have any comments or feedback, just respond to this ema= il!=20 Thanks for reading,=20 Dan Ni [26] & Stephen Flanders [27]=20 = Manage your subscriptions [28] to our other newsletters on tech, startup= s, and programming. Or if TLDR isn't for you, please unsubscribe [29]. = =20 Links: ------ [1] https://tldr.tech/signup?utm_source=3Dtl= dr [2] https://advertise.tldr.tech/?utm_source=3Dtldr&utm_medium=3Dnewsle= tter&utm_campaign=3Dadvertisetopnav [3] https://a.tldrnewsletter.com/web-= version?ep=3D1&lc=3Db5bb39ac-a04f-11ee-8692-6388dbdd6fd1&p=3D0c8d1bfa-6b7a-= 11f0-b570-1bc256a52ca6&pt=3Dcampaign&t=3D1753699577&s=3Dfe147b23d7d45e77555= a6e4e526d807af992cee56c1032e7e8f08f01c4411e7e [4] https://orkes.io/webina= rs/beyond-chatbots-orchestrating-ai-native-enterprise-workflows?utm_campaig= n=3DTLDR-flagship-July&utm_source=3DNewsletter&utm_medium=3Dreferral [5] = https://www.bloomberg.com/news/articles/2025-07-25/elon-musk-s-neuralink-jo= ins-study-working-toward-a-bionic-eye?accessToken=3DeyJhbGciOiJIUzI1NiIsInR= 5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc1M= zY1NDI2MCwiZXhwIjoxNzU0MjU5MDYwLCJhcnRpY2xlSWQiOiJTWllWUzhHUEwzWE8wMCIsImJj= b25uZWN0SWQiOiJBOEExRDhFQTI5OTc0OTRGQTQ1QUE2REJBMjAwNTM3MSJ9.IlmD0ekOvE4Y1K= TgHE1nXZh011fYOtUNdPrGMDQi2Uw&utm_source=3Dtldrnewsletter [6] https://ana= lyticsindiamag.com/ai-news-updates/meta-appoints-shengjia-zhao-as-chief-sci= entist-of-new-superintelligence-lab/?utm_source=3Dtldrnewsletter [7] http= s://www.bloomberg.com/news/articles/2025-07-25/china-s-unitree-r1-is-a-huma= noid-robot-costing-less-than-6-000?accessToken=3DeyJhbGciOiJIUzI1NiIsInR5cC= I6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTc1MzY1= NDIzNiwiZXhwIjoxNzU0MjU5MDM2LCJhcnRpY2xlSWQiOiJTWDRDOFpUMEFGQjQwMCIsImJjb25= uZWN0SWQiOiJBOEExRDhFQTI5OTc0OTRGQTQ1QUE2REJBMjAwNTM3MSJ9.W9zmqp8qC19Z67ye0= NF10xzvxJEKag9Z2t7jtCh6eiY&utm_source=3Dtldrnewsletter [8] https://newatl= as.com/infectious-diseases/hiv-prevention-fda-lenacapavir/?utm_source=3Dtld= rnewsletter [9] https://go.clerk.com/E1gBXew?utm_source=3Dtldrnewsletter= [10] https://go.clerk.com/E1gBXew [11] https://addyosmani.com/blog/ai-= evals/?utm_source=3Dtldrnewsletter [12] https://www.jonoalderson.com/conj= ecture/its-time-for-modern-css-to-kill-the-spa/?utm_source=3Dtldrnewsletter= [13] https://links.tldrnewsletter.com/XQIOX3 [14] https://teslanorth.c= om/2025/07/27/elon-musk-interview-x-takeover-event-video/?utm_source=3Dtldr= newsletter [15] https://tldr.tech/ai/?utm_source=3Dtldr&utm_medium=3Dnews= letter&utm_campaign=3Dquicklinks07282025 [16] https://www.pymnts.com/news= /investment-tracker/2025/anthropic-seeks-150-billion-valuation-in-new-fundi= ng-round/?utm_source=3Dtldrnewsletter [17] https://www.cnbc.com/2025/07/2= 5/tesla-plans-friends-and-family-service-in-california-regulator-says.html?= utm_source=3Dtldrnewsletter [18] https://holdtherobot.com/blog/heredocs-c= an-make-your-bash-scripts-self-documenting/?utm_source=3Dtldrnewsletter [= 19] https://restofworld.org/2025/saudi-aramco-carbon-emissions-profit-googl= e-spinoff-ai/?utm_source=3Drss&utm_medium=3Drss&utm_campaign=3Dfeeds [20]= https://www.the-scientist.com/an-ai-generated-protein-helps-t-cells-kill-c= ancer-73205?utm_source=3Dtldrnewsletter [21] https://www.thesisdriven.com= /p/the-rise-of-shippable-microfactories?utm_source=3Dtldrnewsletter [22] = https://refer.tldr.tech/1fd848fa/ [23] https://hub.sparklp.co/sub_32edf8d= d66ae/1 [24] https://advertise.tldr.tech/?utm_source=3Dtldr&utm_medium=3D= newsletter&utm_campaign=3Dadvertisecta [25] https://jobs.ashbyhq.com/tldr= ..tech [26] https://twitter.com/tldrdan [27] https://twitter.com/SteveFl= anders22 [28] https://tldr.tech/tech/manage?email=3Dtldr%40synchro.net = [29] https://a.tldrnewsletter.com/unsubscribe?ep=3D1&l=3Dcfa2d55a-b7be-11e8= -a3c9-06b79b628af2&lc=3Db5bb39ac-a04f-11ee-8692-6388dbdd6fd1&p=3D0c8d1bfa-6= b7a-11f0-b570-1bc256a52ca6&pt=3Dcampaign&pv=3D4&spa=3D1753696846&t=3D175369= 9577&s=3D5bb1bc34aa8920f68fbdbd78790a9222f4fc9b562c4141dae56e64aa07b827e8 --FBsQy0To Content-Type: text/html; charset=utf-8 Content-Transfer-Encoding: quoted-printable TLDR
Neuralink = is collaborating with researchers on a clinical trial to study visual prost= hetics in a study sponsored by the University of California =E2=80=8C&= nbsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&= nbsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&= nbsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&= nbsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&= nbsp;=E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C&= nbsp; =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 

TLDR

Together With 3D"Orkes"

TLDR 2025-07-28

Agentic AI is here. But can it scale? (Sponsor)

AI has evolved=E2=80=94from rule-based = systems to generative models to agentic AI, where autonomous agents act wit= h memory and context. But without orchestration, enterprises risk complexit= y, chaos, and failure to scale. 

Watch our on-demand webinar,= =E2=80=9CBeyond Chatbots: O= rchestrating AI-Native Enterprise Workflows,=E2=80=9D= to explore how Orkes Conductor unifies AI agents, APIs, data, and hum= an input into resilient, enterprise-grade workflows. Discover real-world us= e cases like fraud detection and invoice processing, and learn how to bring= governance, reliability, and human-AI collaboration into your automation s= trategy.

Watch the recording =20 =20

=F0=9F= =93=B1

Big Tech & Startups

Elon Musk's Neuralink Joins Study Working Toward a Bionic Eye (1 mi= nute read)

Neuralink is collaborating with researc= hers in California and Spain on a clinical trial to study visual prosthetic= s. The study, sponsored by the University of California at Santa Barbara, a= ims to address the fundamental questions that will allow the development of= a Smart Bionic Eye. Such a device would use AI to help blind people identi= fy faces, navigate the outdoors, and read, among other things. The study's = description says that researchers will use Neuralink patients 'once availab= le'. Neuralink is developing a brainchip called Blindsight that aims to res= tore vision to blind people and grant superhuman vision.
Meta Appoints Shengjia Zhao as Chief Scientist of New Superintellig= ence Lab (2 minute read)

Shengjia Zhao, a former lead scientist = at OpenAI, has joined Meta as chief scientist at the company's newly establ= ished Superintelligence Lab. Zhao, a co-creator of ChatGPT and GPT-4, will = be tasked with setting the research agenda and scientific direction for the= new lab. He will work directly with Mark Zuckerberg and Alexandr Wang to s= teer Meta's research efforts towards artificial general intelligence. Indus= try observers see Zhao's hiring as a significant move in the escalating AI = talent war.
=F0=9F= =9A=80

Science & Futuristic Technology

China's Unitree Offers a Humanoid Robot for Under $6,000 (2 minute = read)

Unitree Robotics's R1 bot has a startin= g price of 39,900 yuan, or around $5,900. Weighing just 25 kilograms, it ha= s 26 joints and is equipped with multimodal artificial intelligence, includ= ing voice in image recognition. If it works as advertised, the new robot ma= rks a milestone for the robotics industry. Chinese companies are pushing ah= ead with humanoids for factories, households, and even military use - prici= ng is crucial to their proliferation.
The first 100% effective HIV prevention drug is approved and going = global (4 minute read)

The US Food and Drug Administration has= approved lenacapavir, a drug that offers 100% protection against HIV with = twice-yearly injections. Sold under the brand name Yeztugo, lenacapavir is = a capsid inhibitor. It stops the virus from entering cells and copying itse= lf. Gilead has made moves to ensure the drug is affordable - eligible unins= ured individuals will likely be able to access the drug free of cost throug= h its Advancing Access medication assistance program.
=F0=9F= =92=BB

Programming, Design & Data Science

Add multi-tenancy to an app built with Clerk, Lovable, and Supabase= (Sponsor)

In this article, you'll learn how to cr= eate a team-ready B2B app using Lovable, Clerk, and Supabase. We'll teach y= ou how to implement multi-tenancy in a React environment without manually h= andling JWT parsing or user scopes. Read our = guide.
An Engineer's Guide to AI Code Model Evals (30 minute read)

A crucial part of the process of improv= ing a coding-capable AI model is evaluation (evals). Evals are structured t= ests or benchmarks used to measure model performance on specific tasks. The= y are analogous to unit tests or integration tests in software. This post e= xplores what evals are, how they're constructed, what 'hill climbing' means= in model development, and how all these pieces connect to the continuous t= raining and improvement of coding models.
It's time for modern CSS to kill the SPA (10 minute read)

Modern CSS can provide seamless navigat= ion without the need to build an app. New capabilities enable fading betwee= n pages, animating shared elements, maintaining persistent elements, and mo= re, all with real URLs, real page loads, and without JavaScript routing hac= ks. This article discusses how. Most websites don't need to be apps - build= a site like a site.
=F0=9F= =8E=81

Miscellaneous

<= /div>
The New Chips Designed to Solve AI's Energy Problem (6 minute read)=

The estimated growth in energy required= for AI is currently unsustainable. Several startups and companies are expe= rimenting with new kinds of chips that have the potential to be much more e= nergy efficient than current industry leaders at the all-important task of = inference. While Nvidia chips will continue to be used for AI training for = the foreseeable future, more efficient inference could collectively save co= mpanies tens of billions of dollars. The intensity of these chip developmen= t efforts shows how desperate the tech world is to provide AI to customers = without paying the 'Nvidia tax'.
Elon Musk Interview: X Takeover Event (2 minute read)

Elon Musk recently sat down for an inte= rview at the X Takeover 2025 event held in San Mateo, California. During th= e interview, Musk spoke candidly about Tesla's Optimus robot, Neuralink's p= otential medical applications, and more, offering wide-ranging insights int= o his companies. Despite regulatory and logistical hurdles, Tesla's roadmap= remains ambitious and far-reaching. A video of the interview is linked in = the article.
=E2=9A= =A1

Quick Links

Craving more AI in your inbox? (Sponsor)

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

Subscribe now. =20 =20

Anthropic Seeks $150 Billion Valuation in New Funding Round (2 minu= te read)

Anthropic is looking to raise at least = $3 billion and possibly as much as $5 billion.
Tesla plans =E2=80=98friends and family' car service in California,= regulator says (5 minute read)

Tesla CEO recently teased an expansion = of Tesla's robotaxi service to the San Francisco Bay Area, but California r= egulators say the company is not authorized to carry passengers on public r= oads in autonomous vehicles.
Heredocs Can Make Your Bash Scripts Self-Documenting (3 minute read= )

Heredocs allows developers to add Markd= own to bash scripts for inline documentation.
Saudi Aramco wants a Google spinoff to turn its waste into wealth (= 7 minute read)

SandboxAQ will use Quantum AI to help A= ramco transform captured carbon dioxide into valuable products such as adva= nced materials and plastics.
An AI-Generated Protein Helps T Cells Kill Cancer (4 minute read)

A data scientist and an immunologist us= ed AI to design de novo T cell receptor-like proteins that helped kill canc= er in vitro in a process that only took several weeks, in contrast to the t= ypical one-and-a-half years.
The Rise of Shippable Microfactories (20 minute read)

Microfactories aim to capture the benef= its of off-site fabrication without the drawbacks of centralized production= by making factories shippable and goods more locally produced.

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