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AI Jobs and Career
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- Full Stack Engineer [$150K-$220K]
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- More AI Jobs Opportunitieshere
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| Software Engineer - Tooling & AI Workflows (Contract) | Contract | $90 / hour |
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Summary:
Artificial intelligence, space technology, and global infrastructure converged in a historic week as SpaceX surpassed a $2 trillion valuation following the largest IPO in history, making Elon Musk the world’s first trillionaire. Meanwhile, OpenAI and Anthropic appear headed toward a major pricing war as enterprises struggle with exploding AI costs, including reports of a corporate CFO accidentally generating a $500 million API bill in a single month.
Anthropic continues facing backlash over Claude Fable 5’s restrictive safety mechanisms, while researchers debate whether frontier AI labs can balance accessibility and safety. China is simultaneously moving to block Western AI models while American businesses increasingly adopt Chinese open-source alternatives such as DeepSeek and Qwen.
We also examine Coinbase’s launch of autonomous trading agents, Google’s next-generation AI chip ambitions, legal consequences of AI hallucinations in U.S. courts, Germany’s ruling that Google may be liable for AI-generated misinformation, and the arrival of the first AI-powered FIFA World Cup.
Today’s developments reveal that AI is rapidly becoming embedded within finance, sports, legal systems, payments, semiconductors, and global competition, transforming from a software category into critical economic infrastructure.
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📌 Topics Covered
SpaceX becomes the world’s newest $2 trillion company
Elon Musk becomes the world’s first trillionaire
OpenAI vs Anthropic token price war
Enterprise AI cost explosion
The $500 million Claude API billing incident
Anthropic Fable 5 controversy and researcher backlash
Coinbase launches autonomous AI trading agent
China bans Western AI models
DeepSeek and Qwen adoption in the United States
AI-trained military drone navigation systems
Google’s next-generation AI chips
AI hallucinations causing legal sanctions
German court rules Google can be liable for AI answers
AI technologies deployed across the FIFA World Cup
Jeff Bezos and the rise of the Artificial General Engineer
🔗 RESOURCES
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⚽️Comparative Analysis: Top Calgary Amateur Soccer Clubs – Outdoor 2025 Season (Kids' Programs by Age Group)
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AI Jobs and Career
And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.
AI Unraveled is produced using a hybrid “Human-in-the-Loop” workflow.
SpaceX shares soar on Day 1:
The stock closed out Friday just above $161 per share, a 19% jump over its IPO price. The company is now valued at over $2 trillion, and Elon Musk enters the record books as history’s first-ever trillionaire. (Notably, SpaceX also pushed past Tesla — and its $1.5 trillion market cap — to become Musk’s most valuable brand.) On today’s show, Jason advised viewers not to get pulled too deeply into IPO drama, noting that offerings are financial milestones, but relatively unimportant in the lifetime story of a company. Investing in SpaceX, he suggests, is a long-term decision, with multiple time horizons to consider and many opportunities to buy in as the stock experiences normal peaks and valleys. Ultimately, JCal argues, it comes down to whether you personally believe that Musk will one day realize grand ambitions like Moon bases, asteroid mining, and data centers in the cosmos.
Token-minning takes hold:
The Information reports that, just weeks after famously encouraging employees to overspend on compute and realize their most expansive agentic ambitions, Meta is now planning to pull back and cut spending on AI tools. An internal memo reports that Meta has seen “an exponential increase in AI usage” and will devote billions of dollars internally to compute in 2026 alone. Their new approach involves managing tokens “in a more structured way,” with budgets and allocations, along with tools that give staffers greater visibility into how, specifically, they’re using AI and what it’s costing the company. WSJ also published a report on Thursday noting that many enterprises have started switching over to open-source Chinese AI models, putting pressure on closed-source US firms like OpenAI and Anthropic to rein in the cost of accessing frontier models.
SpaceX posts record-breaking IPO LINK
Retail investors have placed orders worth more than $100 billion for SpaceX shares ahead of the company’s initial public offering on Friday, with total demand from all investors reaching $250 billion.
SpaceX plans to sell about 555.6 million shares at $135 each to raise $75 billion, potentially valuing the company at a record $1.77 trillion, while BlackRock alone ordered at least $5 billion in shares.
Senator Elizabeth Warren asked the SEC to delay the IPO, citing Musk’s control of 85% of voting power, weak shareholder rights, mandatory arbitration, and disclosure gaps around the company’s record valuation.
SpaceX IPO Rockets To Over $2 Trillion
SpaceX priced at $135 per share, but opened at $150, good showing so far. We’ll be tracking it through the show and had everyone from the team seal predictions for where the stock would be at noon pacific today. Tune in to see who wins. There’s been a ton of coverage around SpaceX, pretty much every possible angle and take has been enumerated, but here are some of the best pieces we’ve read in and around the IPO:
Coinbase launches AI agent that trade for you LINK
Coinbase has released an AI agent that can carry out crypto trades and pay for premium research data for users, working through their main Coinbase account or a separate sandbox.
The agent can rebalance a portfolio, follow an investment thesis, or give one-time trade advice, and it reaches Coinbase Advanced for analysis while custom limits on trade size and spending arrive soon.
It pays for research APIs and compute using x402, an open payment protocol with no login needed, and works inside ChatGPT and Claude through Coinbase’s MCP server.
China bans Western AI as US embraces DeepSeek LINK
China is moving to push foreign AI models out of its ecosystem over security and privacy concerns, while many US firms keep adopting cheaper Chinese alternatives like DeepSeek for their AI needs.
The Ministry of State Security warns that people using third-party tools and marketplaces to reach US-based models such as Anthropic’s Claude risk weak encryption, bait-and-switch models, data retention, and backdoors for cyber espionage.
US consumers keep choosing Alibaba’s Qwen 3.6, DeepSeek V4 Pro, and GLM 5.1 because these open-source models run locally without licensing fees and offer cheaper hosted inference than OpenAI and Anthropic charge.
Pokémon Go players unknowingly trained military drones LINK
Location scans gathered from people playing the 2016 game Pokémon Go were used to train an AI model that may help military drones find their position in war zones where GPS is unavailable.
Niantic collected the scans through an opt-in feature added in 2021, then trained its foundation models on them before its spin-off, Niantic Spatial, partnered with drone software firm Vantor in December.
Both companies said the ground scans themselves were not given to Vantor and that the partnership is still early, while critics noted most players never read the terms allowing this use.
Google courts Samsung for next-gen AI chip LINK
Google is in talks with Samsung Electronics to manufacture part of a future generation of its AI processors, as the company works to diversify its semiconductor supply chain amid rising demand for AI hardware, per The Information.
While TSMC would keep making the main computing component of the next-generation Tensor Processing Unit codenamed “Icefish,” Samsung could build the part connecting the chip to memory using its 2-nanometer process technology.
The chip is being developed with Taiwanese designer MediaTek and stays in the design phase, with mass production starting as early as 2028, though neither Google nor Samsung confirmed the discussions.
Fable passes the “When A.I. Passes This Test, Look Out” test
New York Times article on Jan 2025 – “When A.I. Passes This Test, Look Out” and Claude Fable just passed it at 53%.
But they also said that it would pass this at the end of 2025 and this is about 6 months late.
https://www.nytimes.com/2025/01/23/technology/ai-test-humanitys-last-exam.html
Mr. Hendrycks said he expected those scores to rise quickly, and potentially to surpass 50 percent by the end of the year. At that point, he said, A.I. systems might be considered “world-class oracles,” capable of answering questions on any topic more accurately than human experts
Mississippi judge cancels trial after lawyers on both sides used AI to draft filings and hallucinated case law
A federal judge in Mississippi has cancelled a civil trial and suspended 4 attorneys after discovering that both sides used AI tools to draft filings containing 15 hallucinated case citations. The judge ordered financial penalties ranging from $1,000 to $3,500 for professional misconduct.
The issue came to light when the judge’s clerk could not locate the cited rulings in any legal database. Both legal teams now face potential disbarment and additional court sanctions.
The defense lawyers claimed they relied on a third-party legal AI assistant, while the plaintiff’s counsel admitted to using ChatGPT. The incident highlights the growing risks of AI hallucination in professional fields where factual accuracy is legally binding.
Source: https://futurism.com/artificial-intelligence/judge-cancels-trial-lawyers-both-sides-ai
Who Is Responsible For Answers AI Gives You? A German Court Has Some Thoughts
Google’s “AI Overview” describes two German publishers as “scam”, not based on third party sources, but because it made associative errors. Google claimed it is shielded from liability as a search engine.
A German court disagreed and ruled that Google can be held responsible for answers given by its AI Overview. That ruling could be significant for AI searches. https://read.misalignedmag.com/who-is-responsible-for-answers-ai-gives-you-a-german-court-has-some-thoughts-8b6e45335054
Bezos pitches AI ‘general engineer’ with $12B
Image source: Images 2.0 / The Rundown
The Rundown: Amazon founder Jeff Bezos just shed more light on his AI startup Prometheus while announcing a $12B round at a $41B valuation, pitching an “artificial general engineer” for physical machines — and also waving off AI job-loss fears.
The details:
Bezos started the company in late 2024 alongside Vik Bajaj, a physicist and chemist who helped create Verily, Alphabet’s life-sciences arm.
Bajaj says engineers designing the world’s most complex machines like jet engines still “use tools that really haven’t changed for decades”.
Bezos wants the “dream-build loop” of idea to product running 10x faster, saying a request for 10% more jet engine thrust can take a decade today.
Bezos took the opposite stance on AI’s job fears, saying the productivity boost will create “more than 10x” the opportunities and raise the standard of living.
Why it matters: Few people have more reps at impossible-scale physical problems than Bezos, and Prometheus sounds like that same obsession pointed at invention itself. The counter-prediction that AI will create a “labor shortage” is a tougher sell in the current climate, especially coming from one of the richest people in the world.
Fable’s safeguards spark a researcher revolt
Image source: Claude
The Rundown: Anthropic apologized for safety features in its Fable model that invisibly downgraded answers about AI development, coming amid backlash over safety filters that blocked questions related to domains like biology and chemistry.
The details:
Fable 5 arrived Tuesday as the first public Mythos-class model, with filters screening chats on chemistry, biology, cybersecurity, and AI development.
Fable initially invisibly weakened answers for suspected AI development use, with Anthropic now providing on-screen alerts of model re-routing or flags.
Dean Ball, who advised the White House on AI, called downgrading research answers without telling users “shockingly hostile and a terrible look.”
Anthropic is also facing backlash over its science filters, with several scientists unable to even say ‘hello’ to the model without getting flagged.
Why it matters: Mythos and Fable may have lived up to the performance hype, but the rollout has been anything but smooth. With a lot of (in our opinion, warranted) anger over the strict filters and general accessibility, OpenAI has another window (similar to Anthropic’s credit split anger) with its coming 5.6 release to take the user-first path.
An enterprise CFO accidentally racked up a $500 million Claude API bill in a single month as OpenAI and Anthropic prepare for a token price war
A massive token price war is brewing between OpenAI and Anthropic to capture enterprise customers as the cost of running autonomous AI agents rises. In one extreme case, a corporate CFO accidentally ran up a $500 million Claude API bill in just one month, forcing the company to place hard caps on usage.
To prevent customers from fleeing due to soaring costs, OpenAI is planning a major API price reduction. The price cut could deepen financial losses for both labs. OpenAI recently filed for a confidential IPO but does not plan to list until 2027, whereas Anthropic plans to go public later this year.
OpenAI CEO Sam Altman stated that API costs have become the number one blocker for businesses adopting AI. The upcoming price war is expected to dramatically lower barrier costs, though researchers warn it will accelerate cash burn for both startups.
Source: https://the-decoder.com/openai-vs-anthropic-a-price-war-over-api-tokens-is-brewing/
AI suits up for soccer’s biggest stage
Image source: FIFA
The Rundown: The 2026 FIFA World Cup opened in Mexico City with AI wired into nearly every layer of the tournament, as companies like Lenovo and Google integrate the tech into areas like offside calls, team analytics, fan experiences, and more.
The details:
An optical tracking system will capture more than 150M data points per match, along with a motion-tracking Adidas ball that reports 500 times a second.
Every player received a one-second 3D body scan, with the resulting avatars detecting limb positions and pinging officials’ earpieces when offside.
Football AI Pro, a chatbot-style analyst trained on FIFA’s match data, gives all 48 squads the same analytics and analysis before and after games.
Google made Gemini the global sponsor of the defending champion Argentina team, one of eight teams to put AI on training kits and inside match prep.
Why it matters: AI sentiment in the West has never been lower, but the West doesn’t get to decide how 5B soccer fans meet the tech. This first AI-era World Cup wires it into nearly every layer of the tournament, and if it works, nobody in any country notices a thing — which may end up being the most effective AI marketing of the year.
What Else Happened in AI on June 12th 2026?
Former xAI co-founder Igor Babushkin launched River AI, with the startup aiming to build personalized agents that adapt to each user’s style and goals.
OpenAI is reportedly weighing steep token price cuts to compete with Anthropic, setting up a potential price war between two rival AI leaders.
Hollywood studio Lionsgate is taking a stake in AI video company Runway, with plans to co-develop new IP and build out short-form projects for the studio’s existing content.
OpenAI acquired Ona, a startup behind secure cloud environments, working to let Codex agents keep working inside the company’s own cloud.
Visa partnered with OpenAI to let ChatGPT agents buy products for users at Visa-enabled merchants, coming months after OAI retired its error-prone Instant Checkout.
NYT: He Spent 15 Years Amassing SpaceX Shares. Now Comes the Windfall.
WSJ: The Teachers Getting $50,000 Bonuses Thanks to a Massive Meta Data Center
George Hotz: AI will be massively deflationary
Mistral AI explores €3B raise at €20B valuation
Bloomberg: Kioxia Becomes Japan’s Most Valuable Firm as AI Mania Goes On
FT: The quantum computing revolution is closer than you think
WSJ: AI Is Turbocharging the Spamosphere, Amping Up Prolific Text-Message Scams
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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
- Donald Knuth - The Art of Computer Programming
- Ellen Ullman - Close to the Machine
- Ellis Horowitz - Fundamentals of Computer Algorithms
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- Don't Make Me Think
- Agile Software Development, Principles, Patterns, and Practices by Robert C. Martin
- Domain Driven Designs by Eric Evans
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- Best Software Writing I by Joel Spolsky
- The Practice of Programming by Kernighan and Pike
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- The C++ Programming Language (3rd edition) by Stroustrup
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- Zen and the Art of Motorcycle Maintenance by Robert M. Pirsig
- About Face - The Essentials of Interaction Design
- Here Comes Everybody: The Power of Organizing Without Organizations by Clay Shirky
- The Tao of Programming
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- 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
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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
- Masters of Doom
- 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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- Rework by Jason Freid and DHH
- JUnit in Action
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Top 1000 Canada Quiz and trivia: CANADA CITIZENSHIP TEST- HISTORY - GEOGRAPHY - GOVERNMENT- CULTURE - PEOPLE - LANGUAGES - TRAVEL - WILDLIFE - HOCKEY - TOURISM - SCENERIES - ARTS - DATA VISUALIZATION

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Exploring the Pros and Cons of Visiting All Provinces and Territories in Canada.

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Health Health, a science-based community to discuss human health
- FDA says Taylor Farms cyclospora finding was a false positiveby /u/unserious-dude on July 20, 2026 at 9:08 am
submitted by /u/unserious-dude [link] [comments]
- Healthcare costs associated with aging out of reach for many Americansby /u/GregWilson23 on July 19, 2026 at 4:03 pm
submitted by /u/GregWilson23 [link] [comments]
- FDA: Taylor Farms lettuce that's not part of recall tests positive for cyclosporaby /u/Cagey898 on July 19, 2026 at 2:49 am
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]
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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