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Summary:
Artificial intelligence is beginning to reshape entire industries far beyond software. Apple CEO Tim Cook warned that soaring AI demand has created a semiconductor shortage severe enough to force higher prices across future products. Meanwhile, OpenAI is borrowing from Palantir’s playbook, launching a massive consulting and certification network to capture the lucrative AI deployment market.
Midjourney stunned observers by unveiling Midjourney Medical and a revolutionary whole-body ultrasonic scanner capable of generating detailed 3D images in sixty seconds, potentially challenging traditional MRI and CT scanning technologies.
At the G7 summit, Sam Altman, Dario Amodei, and Demis Hassabis met with world leaders to discuss a U.S.-led AI coalition while tensions over Anthropic’s Mythos and Fable restrictions continue. OpenAI strengthened its talent lead by recruiting transformer co-inventor Noam Shazeer, and Pew Research found that AI usage continues to rise even as trust in the technology declines.
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Today’s developments suggest that the value in AI is rapidly shifting away from models and toward deployment, expertise, and real-world applications.
📌 Topics Covered
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⚽️Comparative Analysis: Top Calgary Amateur Soccer Clubs – Outdoor 2025 Season (Kids' Programs by Age Group)
Tim Cook warns AI chip shortages will raise prices
Midjourney launches Midjourney Medical and Scanner
OpenAI launches a consulting ecosystem inspired by Palantir
G7 leaders discuss a U.S.-led AI coalition
Anthropic and the Mythos/Fable standoff continue
Noam Shazeer joins OpenAI
Pew finds AI usage rising while trust declines
Anthropic research shows expertise beats coding skill
OpenAI cash burn reaches $3.7B in Q1
AI diagnostics surpass doctors in some tests
Estonia prepares digital IDs for AI agents
Uber expands robotaxi services
Odyssey raises $310M for world models
Snap bets on life after smartphones
Firefox launches a bold turnaround strategy
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AI Jobs and Career
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AI Unraveled is produced using a hybrid “Human-in-the-Loop” workflow.
Tim Cook says higher prices are “unavoidable” because of AI LINK
Apple CEO Tim Cook told The Wall Street Journal that the company will raise prices because the cost of memory and storage chips has surged, driven by demand from artificial intelligence companies.
Cook would not say when the increases will start, how large they will be, or which products they will hit, but he said the prices for these chips have quadrupled over the past year.
Apple, one of the world’s largest chip buyers, now has to “wait in line” behind AI companies, and Cook called the situation a “hundred-year flood” he has never seen in over 40 years.
Midjourney is developing a full-body ultrasonic scanner LINK
Midjourney, the company behind the text-to-image AI tool, has announced the Midjourney Scanner, a medical machine designed to scan a person’s entire body in just 60 seconds using ultrasonic waves.
After stepping onto a platform, you are lowered into water at 2 inches per second through a ring of half a million tiny squares, each emitting ultrasonic waves and recording the ripples that bounce back.
The scanner produces a 3D map of your body down to a fraction of a millimeter, resembling an MRI but nearly 100 times faster, with Midjourney building spas in San Francisco to house the machines next year.
Google Gemini co-lead leaves for OpenAI LINK
Noam Shazeer, who served as co-lead of Google’s Gemini and is regarded as one of AI’s top researchers, is leaving the company to join OpenAI.
Shazeer’s move comes just two years after Google paid $2.7 billion to bring him and part of his CharacterAI team aboard, showing how acqui-hires can lose their value once retention periods end.
His hiring counts as a major win for OpenAI in the AI talent wars, as the company races to catch up with rival Anthropic’s most advanced models ahead of both firms’ anticipated IPOs.
Top AI CEOs want America to lead the world LINK
At the G7 summit in France, Anthropic’s Dario Amodei and Google DeepMind’s Demis Hassabis pushed for a U.S.-led coalition to set global rules and standards for artificial intelligence, with President Trump and other heads of state present.
Amodei told the group that cooperation should cover structured access to frontier models and trade of chips and critical components that excludes China, plus joint work on risks in cyber, bioterrorism, and intelligence.
OpenAI CEO Sam Altman, who also attended, called for an international forum to set globally accepted testing standards, while Canadian Prime Minister Mark Carney agreed the U.S. could lead such an AI coalition.
Trump says Apple will build chips with Intel LINK
President Trump announced on Truth Social that Apple has agreed to work with Intel to design and make chips inside the United States, though Apple itself said nothing and confirmed none of the details.
Trump’s post gave no volumes, timeline, dollar figure, or which chips were involved, and it followed a preliminary deal the two firms reportedly reached in May after more than a year of talks.
The Trump administration owns a roughly 10 percent stake in Intel and committed about $10bn to its factories, while Apple seeks a second source beyond TSMC, possibly using Intel’s 18A process.
Firefox’s bold new plan as users flee by the millions LINK
Mozilla has published a new roadmap of major Firefox changes, hoping to slow the browser’s steady loss of users as its desktop market share keeps falling.
The roadmap promises a Nova design refresh, mobile tab groups, customizable keyboard shortcuts, better PDF editing, a built-in VPN on mobile, and ad and tracker blocking for iOS without add-ons.
Firefox 152 already added a redesigned Settings page, experimental JPEG XL support, and HDR video on Windows and Linux, while a “Quick Answers” voice feature for chatbots is coming soon.
Why Midjourney Can Make Medical Machines
What happened: Midjourney released not one but two videos yesterday that got more than 13 million combined views in something like 14 hours. The videos were the company’s introduction to Midjourney Medical and the Midjourney Scanner, a full-body ultrasound tomography machine that uses a water bath for 60-second full-body scans without any radiation.
The details of how this machine works are pretty technical, but basically it competes with traditional MRI, CT, and conventional ultrasound, and in principle can produce close to the same or better results faster, more cheaply, and more safely than its competitors. You can look at a gallery of the machine’s early scans here.
And here’s a table that compares ultrasound tomography to conventional medical scanning, courtesy of Grok:
The machines are meant to provide preventive scans, and (again in theory) would be used for detecting tumors, cardiovascular issues that lead to heart attacks, strokes, etc., organ diseases, and musculoskeletal issues (e.g. muscle tears in athletes, osteoporosis complications). From Grok, again:
In summary, it targets silent, progressive conditions where repeated safe imaging provides the biggest edge: cancers, heart/vascular disease, metabolic organ issues, and body composition risks. This shifts healthcare toward true prevention through accessible, data-rich monitoring.
Hank Green added some nuance to (and poured a little water on) the discourse that’s worth reading, as well.
It looks like Midjourney will roll the first of these machines out at its newly planned Midjourney Spa, the first of which will open in SF’s Union Square toward the end of next year. Midjourney wrote all of these announcements up in a blogpost yesterday, including its roadmap to mass-scale medical scanning, which you can read here. — Brandon
How did Midjourney get here? The story of David Holz is pretty fascinating and inspiring. He grew up in Florida, the son of a dentist. Like most kids, he played video games, but quickly graduated to hacking on them for fun.
Clearly, David is very intelligent. PhD in math track, worked at NASA, but eventually branched out into entrepreneurship. Leap Motion was a pretty traditional venture-backed startup, and by all accounts it was a grind. Its first product brought hand tracking to VR. Big hardware challenges, complex market dynamics with bigger companies (Meta bought Oculus, Apple investing heavily, etc). Eventually Apple actually tried to buy David’s company, but the deal fell through at the eleventh hour. It was really rough for the company, they had to do layoffs, but they kept building. The devices sold to hackers, but broader VR adoption just never took off enough to sustain the business.
After about a decade, David was able to take a step back and start hacking on the next thing: AI image generation. Midjourney was a huge viral success that broke a lot of the traditional rules. No venture funding, no web front-end or app for years. The entire experience was contained to a massive Discord. A very odd product decision to be so dependent on another platform, but it had a bunch of knock on benefits. First, Midjourney basically had an extremely polished desktop and mobile experience from day one. This let the team focus on the core innovation — opinionated image generation that actually looked tasteful (to fans, myself included). Second, Discord allowed for a multiplayer AI interaction experience. New users could take inspiration from other users, see what prompts they were having the most luck with, and easily remix images. By generating four candidate images for each prompt, Midjourney got a bunch of really valuable data on what a “correct” image looked like for a specific prompt. A really solid data / RL flywheel.
The company still hasn’t taken venture funding, and after the big Meta deal to power Vibes, there’s clearly enough cash flow to fund other projects. I was personally hoping for a VR headset, but this seems way more impactful and unique. Very excited to see where it goes next. — John
Evan Spiegel’s bet on life after the smartphone
Snap CEO Evan Spiegel joins The Deep View Conversations to discuss SPECS, Snap’s long-awaited augmented reality glasses and why he believes they represent a new era of computing.
Senior reporter Sabrina Ortiz interviewed Evan at Augmented World Expo immediately after the SPECS unveiling and Spiegel explained why Snap spent more than a decade building toward this moment, how SPECS differ from AI smart glasses and mixed reality headsets, and why he sees AR glasses as the future beyond smartphones.
Evan Spiegel’s bet on life after the smartphone
Other topics covered include:
Why Snap calls SPECS a “computer” instead of AI glasses
How SPECS combine wearability with advanced spatial computing
The role AI played in making consumer AR glasses viable
Why shared experiences could become AR’s killer app
The challenge of competing with Apple, Meta, and other tech giants
Snap’s 12-year investment in augmented reality hardware and software
The importance of developers in building the AR ecosystem
Why Spiegel believes people are ready for an alternative to smartphones
How AR glasses could make computing more human
Spiegel argues that after nearly two decades of smartphone dominance, consumers are increasingly looking for a more natural way to interact with technology. Snap’s bet is that augmented reality glasses can bring computing into the world around us instead of pulling us away from it.
AI, world leaders meet at G7 as Mythos standoff continues
Image source: Images 2.0 / The Rundown
The Rundown: The U.S. government and Anthropic have remained at an impasse over the export restrictions that took the lab’s top models offline. But new details are emerging: a letter to Anthropic from Washington, employee reactions, and France’s G7.
The details:
Bloomberg released a letter from U.S. Commerce Sec. Howard Lutnick, who warned Anthropic against distributing Mythos/Fable to “foreign persons.”
Internal messages obtained by the NYT show concern from employees that the lab is being “unfairly targeted” and “bullied based on bad vibes.”
The Washington Post reported that the list of companies with Mythos access had “ballooned,” including a S. Korea firm with suspected ties to China.
Dario Amodei, Sam Altman, Demis Hassabis, and others are at the G7 summit in France, expected to discuss AI regulation and safety with world leaders.
Why it matters: Anthropic employees are coming to the same conclusion we initially did — that this is a relationship issue more than a safety one. But details like WaPo’s expanded Mythos list point to a clear situation that would draw the ire of the USG, though its stance on jailbreaks sounds like an impossible ask to comply with.
Pew: Americans using AI more but trust it less
Image source: Pew Research Center
The Rundown: Pew Research just released its 2026 data on more than 5K U.S. adults, measuring both how people use AI and how they feel about it — with the two lines running in opposite directions as adoption climbs while optimism continues to slide.
The details:
Chatbots just crossed a milestone, with about half of U.S. adults now using one, and a quarter do so daily — a leap from just 1/3 of the public in 2024.
Pessimism reigns, with nearly 40% expecting AI to make society worse over the next 20 years and just 16% believing it will change things for the better.
The under-30 crowd leans on AI the hardest but trusts it the least, with only 14% seeing a positive payoff for society.
ChatGPT still dominates the field at 44% of adults, double its 2023 reach, with Gemini at 24% and Claude at just 6%.
Why it matters: This data aligns with our own gut check of AI’s sentiment outside of our narrow bubble, with adoption rising alongside fears for the future. The adoption numbers behind specific platforms are particularly wild, with Anthropic being the constant talk of the industry despite barely registering with the average American.
Study: Expertise beats skill in Claude Code
Image source: Anthropic
The Rundown: Anthropic just analyzed 400K Claude Code sessions, studying how work splits between human vs. agent and what drives success — finding that a user’s own expertise in their field matters more than their overall coding expertise.
The details:
Users made roughly 70% of planning decisions in a typical session, while Claude handled around 80% of execution choices.
Skill changed the yield per prompt, with beginners drawing about five actions and 600 words from Claude versus an expert’s 12 actions and 3,200 words.
Verified success rates confirmed by passing tests or saved work climbed to 28–33% for intermediate-and-above users, over double the 15% rate for novices.
Lawyers, managers, and scientists with no coding job title nearly matched software engineers on coding tasks, finishing within just seven points of them.
Why it matters: This data rhymes with the Perplexity-Harvard study we covered last week, where agents pushed people toward harder, cross-field work rather than just faster work. Both point in the same direction, with the value of agents being capped less by the model itself and more by how much its user actually understands the job.
OpenAI Wants Palantir’s Money
What’s happening: On June 14, OpenAI launched a Partner Network, pledging $150 million to certify 300,000 consultants by end-2026, enlisting McKinsey, BCG, Bain, Accenture, and PwC to wedge its AI into corporate workflows. It already runs a $4 billion Deployment Company and bought consultancy Tomoro for its forward-deployed engineers. Anthropic moved first in March with a $100 million network now at 40,000 applications and 10,000 certified consultants.
How this hits reality: For years the AI labs built the models and Palantir quietly pocketed the deployment money, embedding forward-deployed engineers in enterprises until the contract became the moat, not the software. Palantir is printing cash doing the unglamorous integration work OpenAI thought was beneath a frontier lab. Now OpenAI wants that revenue, so it is renting Palantir’s playbook and Salesforce’s certification racket, because the model alone stopped paying.
Key takeaway: The smartest model in the world turned out to be a commodity, and OpenAI just admitted the real money was in the consultants it once thought it was replacing.
What Else Happened in AI on June 18th 2026?
Dario Amodei and Demis Hassabis reportedly proposed a “U.S.-led AI coalition” at G7, with international cooperation on model access, chip exports, and safety risks.
OpenAI reported $3.7B in Q1 cash burn against $5.7B in revenue in 2026, with both tripling from a year earlier, according to documents seen by The Information.
Jensen Huang told the AP the AI age demands “new social norms,” comparing the shift to how cars pushed society to add sidewalks and crosswalks.
Odyssey raised $310M at a $1.45B valuation, fueling its push to build general AI world models that simulate physics and human behavior in real time.
ByteDance released Seedance 2.0 mini, a new lower-cost variant of the company’s powerful AI video model.
Midjourney announces Midjourney Medical, Midjourney Scanner, and Midjourney Spa
Hank Green: Let’s Talk about Whole-Body Ultrasounds
Noam Shazeer, co-inventor of the transformer, joins OpenAI
Dean Ball joins OpenAI “to help the company’s leadership shape frontier AI policy”
CNBC: CEOs of Anthropic and Google DeepMind call for U.S.-led AI coalition in meeting at G7
The Pragmatic Engineer: Why is Meta destroying its engineering organization?
WSJ: Apple to Raise Prices Due to Memory Chip Crunch, Tim Cook Says
Shoe company Allbirds rebrands as Smartbird amid AI pivot
AI medical tool Mira, Google’s Amie surpassed doctors at diagnostics
Estonia will grant digital ID numbers to AI agents to control access
Uber to expand premium robotaxi service to Houston next year
AI military startup Twenty raised $100 million at $1 billion valuation
World models startup Odyssey raises $310 million Series B
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List of Freely available programming books - What is the single most influential book every Programmers should read
- Bjarne Stroustrup - The C++ Programming Language
- Brian W. Kernighan, Rob Pike - The Practice of Programming
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- The Art of Unix Programming
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- Don't Make Me Think
- Agile Software Development, Principles, Patterns, and Practices by Robert C. Martin
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- Best Software Writing I by Joel Spolsky
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- Writing Solid Code by Steve Maguire
- Philip and Alex's Guide to Web Publishing
- Object-Oriented Analysis and Design with Applications by Grady Booch
- Effective Java by Joshua Bloch
- Computability by N. J. Cutland
- Masterminds of Programming
- The Tao Te Ching
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- The Art of Deception by Kevin Mitnick
- The Career Programmer: Guerilla Tactics for an Imperfect World by Christopher Duncan
- Paradigms of Artificial Intelligence Programming: Case studies in Common Lisp
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- Pragmatic Unit Testing in C# with NUnit by Andy Hunt and Dave Thomas with Matt Hargett
- How To Solve It by George Polya
- The Alchemist by Paulo Coelho
- Smalltalk-80: The Language and its Implementation
- Writing Secure Code (2nd Edition) by Michael Howard
- Introduction to Functional Programming by Philip Wadler and Richard Bird
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Health Health, a science-based community to discuss human health
- Healthcare costs associated with aging out of reach for many Americansby /u/GregWilson23 on July 19, 2026 at 4:03 pm
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submitted by /u/Cagey898 [link] [comments]
- The “Explosive Diarrhea” Outbreak May Come Down to a Familiar Culprit. This Keeps Happening for a Reason.by /u/Slate on July 18, 2026 at 3:46 pm
submitted by /u/Slate [link] [comments]
- Pancreatic Cancer Vaccine Trial Delivers Positive Early Resultsby /u/lurker_bee on July 18, 2026 at 2:35 pm
submitted by /u/lurker_bee [link] [comments]
- New research finds that switching from a gas stove to electric leads to dramatic improvements in indoor air quality and asthma controlby /u/ajb160 on July 18, 2026 at 12:44 pm
submitted by /u/ajb160 [link] [comments]
Today I Learned (TIL) You learn something new every day; what did you learn today? Submit interesting and specific facts about something that you just found out here.
- TIL of Rudy Linares, who pull the plug on his son Samuel to end his suffering, and cradled him as he died while holding hospital staff at gunpoint, after they stopped him due to fears of legal problemsby /u/deybetrippin on July 20, 2026 at 6:48 am
submitted by /u/deybetrippin [link] [comments]
- TIL Aardman Animations’s Nick Park, who later created Wallace & Gromit, helped animate Peter Gabriel’s iconic 1986 music video “Sledgehammer.” Gabriel said he lay under a sheet of glass with a raw fish for 16 hours while filming the video, which became the most-played all-time in MTV history.by /u/smrad8 on July 20, 2026 at 6:23 am
submitted by /u/smrad8 [link] [comments]
- TIL that a 1993 rap album called Bangin' on Wax was recorded entirely by actual, active rival Bloods and Crips and sold over 500,000 copies, with all proceeds from the initial sales going directly to local schools and community parksby /u/Competitive_Swan_130 on July 20, 2026 at 4:22 am
submitted by /u/Competitive_Swan_130 [link] [comments]
- TIL the University of Oxford was already teaching students for more than 200 years before the Aztec Empire was founded.by /u/Frosty-Bit4667 on July 20, 2026 at 4:10 am
submitted by /u/Frosty-Bit4667 [link] [comments]
- TIL that while filming Tenet, Robert Pattinson attempted to hide that he was auditioning for The Batman by claiming he had a family emergency whenever he had to do a screen test. Christopher Nolan immediately guessed what he was doing.by /u/Sebastianlim on July 20, 2026 at 3:32 am
submitted by /u/Sebastianlim [link] [comments]
Reddit Science This community is a place to share and discuss new scientific research. Read about the latest advances in astronomy, biology, medicine, physics, social science, and more. Find and submit new publications and popular science coverage of current research.
- Researchers quantitatively assessed for the first time that somatic mutations alone cap human lifespan at 146–194 years. Brain and heart cells are the main bottleneck, while the liver could last millennia.by /u/Skoltech_ on July 20, 2026 at 7:07 am
submitted by /u/Skoltech_ [link] [comments]
- Differences in amino acid digestibility between young and older adults: a randomized crossover study using the dual tracer methodby /u/No-Aardvark-7316 on July 20, 2026 at 5:49 am
submitted by /u/No-Aardvark-7316 [link] [comments]
- Physicists have developed the first room-temperature quantum material that could transform quantum computing, overcoming one of the biggest barriers in quantum materials research: the need for bulky cryogenic refrigeration to preserve quantum behavior.by /u/mvea on July 19, 2026 at 9:13 pm
submitted by /u/mvea [link] [comments]
- A 65-year-old woman ended up in the ER with "Happy Heart Syndrome" after her daughter's wedding, a rare case where overwhelming joy temporarily weakened her heart muscleby /u/Jxntb733 on July 19, 2026 at 12:56 pm
submitted by /u/Jxntb733 [link] [comments]
- Analysis of the 2026 MV Hondius cruise ship outbreak confirms 13 cases of Andes orthohantavirus (23% case fatality). Genomic and contact tracing data demonstrate human-to-human transmission in a confined maritime setting.by /u/PHealthy on July 19, 2026 at 12:46 pm
submitted by /u/PHealthy [link] [comments]
Reddit Sports Sports News and Highlights from the NFL, NBA, NHL, MLB, MLS, NCAA, F1, and other leagues around the world.
- Nico Williams gives his World Cup gold medal to his mom, who crossed the Sahara desert in search for a better life while pregnant with his older brother, Iñakiby /u/Gurugod123 on July 20, 2026 at 8:02 am
submitted by /u/Gurugod123 [link] [comments]
- Mikel Merino takes a shot from Messi directly to the faceby /u/EchoesOfYouth on July 20, 2026 at 2:09 am
submitted by /u/EchoesOfYouth [link] [comments]
- Trump trying to sneak onto Spain's World Cup celebration and Resists Fifa President trying to usher him awayby /u/racc15 on July 19, 2026 at 11:42 pm
submitted by /u/racc15 [link] [comments]
- Argentina Players trying to get cucurella a red cardby /u/not_ur_man on July 19, 2026 at 11:39 pm
submitted by /u/not_ur_man [link] [comments]
- Argentina player Cristian Romero ignores Trump as he receives the Silver Medalby /u/Comfortable-Pie56 on July 19, 2026 at 11:11 pm
submitted by /u/Comfortable-Pie56 [link] [comments]
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