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AI Jobs and Career
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- Full Stack Engineer [$150K-$220K]
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| Software Engineer - Tooling & AI Workflows (Contract) | Contract | $90 / hour |
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Summary: In today’s briefing, we investigate “The Sovereignty Moat and the Localized Infrastructure Pivot.” We analyze the urgent bipartisan push by top AI CEOs to regulate synthetic DNA vendors amid biological warfare warnings. We break down the massive macroeconomic friction point exposed by Heatmap Pro, revealing that 71% of Americans oppose local data center construction due to grid strain. We deconstruct Microsoft’s Build conference offensive, where it launched 7 proprietary models to cut its financial reliance on OpenAI, alongside the rollout of its OpenClaw-inspired assistant, Scout. Finally, we cover a landmark Stanford study proving AI tutors outperform law faculty, Google’s sneaky acquisition of Play Store codebases, and Martin Scorsese’s new alliance with Black Forest Labs.
Important Topics:
AI CEOs Demand DNA Order Screening: The heads of OpenAI, Anthropic, DeepMind, and Microsoft urge Congress to pass mandatory customer screening laws for synthetic DNA and RNA providers to block bioweapon generation.
71% of Americans Rebuilt Data Center Opposition: Public opposition to local data centers hits an all-time high of 71%, with 53% of respondents blaming the facilities for spiking local electricity costs.
Microsoft Moves to Drop OpenAI Reliance: Microsoft debuts 7 proprietary models at its Build conference, headlined by MAI-Code-1 for GitHub Copilot, to bypass the expensive licensing fees of third-party frontier labs.
Google Gemma 4 12B Brings Agents to Laptops: Google launches a 12-billion-parameter local model that runs natively on 16GB of system RAM, bringing localized, native-audio agentic workflows to standard consumer devices.
Stanford Study Shows AI Tutors Beat Law Faculty: A blind evaluation by 16 contract law professors reveals that Google’s Gemini 2.5 Pro and NotebookLM generated superior office-hours legal guidance over human faculty 75% of the time.
Meta Launches Global Business Agents: Meta Business Agent rolls out across WhatsApp, Instagram, and Messenger, allowing autonomous systems to qualify leads, book appointments, and close enterprise sales globally.
Martin Scorsese Advises Black Forest Labs: The legendary Academy Award-winning director partners with the AI image startup, deploying its FLUX model to rapidly storyboard his upcoming cinematic projects.
Google Secretly Buying Play Store Code: Internal emails reveal Google is running a confidential pilot program paying Android developers for non-exclusive access to active production codebases to train its AI coding models.
Android Adds Deepfake Call Detection: Google rolls out an un-spoofable device-to-device “digital handshake” protocol on Android 12+ to instantly alert users if an incoming contact call is an AI deepfake scam.
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OpenAI and Anthropic urge DNA sales tracking LINK
The CEOs of OpenAI, Anthropic, Google DeepMind, and Microsoft AI signed a public letter pushing Congress to pass laws that would require companies selling synthetic DNA and RNA to screen their customers and orders.
Organized by the Institute for Progress and the Foundation for American Innovation, the letter warns that AI could erode the knowledge barriers that have stopped bad actors from building biological weapons using mail-order genetic material.
A bipartisan Senate bill introduced this year would require all US gene synthesis providers to screen orders, though Microsoft researchers showed last year that AI protein design tools can generate dangerous sequences that slip past existing screening software.
Apple scales back Vision Pro roadmap LINK
Apple has cut back its Vision product roadmap, with analyst Ming-Chi Kuo reporting that the lineup now consists only of glasses, a shift signed off by Apple’s next CEO, John Ternus.
Of the seven head-mounted wearables Kuo said Apple had in development last June, only two remain active: display-less AI glasses shipping in 2027, and AR/XR smart glasses with a display planned for 2029.
Kuo says the display-equipped smart glasses coming in 2029 are powered by optical waveguides, while the M5 Vision Pro is the only product from the original roadmap that has already shipped.
Google brings local AI agents to laptops with Gemma 4 12B LINK
Google has released Gemma 4 12B, a new local AI model designed to run on regular consumer laptops, filling the middle gap between its mobile-sized Gemma 4 models and the heavier versions meant for serious workloads.
The 12-billion-parameter model needs just 16GB of system RAM or VRAM to run, roughly half the memory footprint of Gemma 4 26B MoE, while Google claims benchmark scores stay almost as high.
Gemma 4 12B joins the four models Google launched in April under the more open Apache 2.0 license, which included the mobile-focused E2B and E4B along with the larger 26B Mixture of Experts and 31B Dense options.
Amazon now generates images of fake products LINK
Amazon’s shopping app will now create AI-generated images of products that don’t actually exist as customers type words into the search bar, with the goal of helping shoppers find real items that resemble those fake pictures.
The feature is meant to help when shoppers know what they want but lack the right term, like searching for a “draped collar” shirt without knowing the word “cowl neck,” or “woven side panels” instead of “rattan.”
Available starting today, the AI search images shift and refine with each word added, and the tool works in apparel and home categories first, with more categories coming over time.
71% of Americans oppose nearby data centers LINK
A new Heatmap Pro survey shows 71% of Americans would oppose a data center being built near their home, with 55% “strongly” against such projects going up in their neighborhoods.
Opposition has climbed fast, jumping from 42% in August 2025 to 51% three months ago and now 71%, while 53% blame data centers for rising electricity costs, up from 28% nine months back.
A separate Gallup poll in May found 70% opposed local data center construction, up from 47% in late 2025, with respondents citing water and energy use and saying they’d rather live next to a nuclear plant.
AI will soon build AI:
American foundation model lab Anthropic reported that it is inching closer to prompting AI to train new AI models. Many blockers have been cleared, while certain research tasks remain beyond the reach of its Claude line of AI models. Engineering is moving toward an AI-led approach, while humans remain the key source of innovative ideas to push the technology forward. But if the curves Anthropic is sketching continue their current bend, we’re not too far out from self-improving AI. And that’s exciting.
Canada, France make AI progress:
Worried that American startups raise by far the majority of the global AI dollars? Other nations are fighting back. France has locked down more than 100 billion euros to expand its domestic AI footprint, while Canada is pledging C$500 million worth of investment in its own AI industry. The northern nation hopes for 3% GDP growth and faster productivity growth to boot. Non-American AI startups, start your engines!
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.
VCs are film studios now:
An interesting artifact of rising venture AUM at select firms is a surplus of cash. Those funds can be used to advance policy goals, invest in human talent, or, in the case of Founders Fund, a gameshow. Yes, as Newcomer reports, Founders Fund marketer Mike Solana (Pirate Wires) cooked up the idea, which features “A-list founders and investors playing a fierce game of Mafia.” If that is your jam, hit the link.
New image models swap text prompts for layouts
Image source: Ideogram / Reve
The Rundown: Two image labs just shipped new models, with Ideogram open-sourcing Ideogram 4.0 and Reve launching Reve 2.0 — and both pushing a more layout- focused, agentic iteration process for more user input and creative control.
The details:
Ideogram 4.0 takes the top spot for open models and ranks behind only OpenAI and Google’s closed models on Design Arena.
4.0 excels at text rendering, typography, and graphic design, preferred by professional human designers over top rivals on Contra’s testing.
Reve 2.0 surpasses Nano Banana 2 on Arena’s Text-to-Image leaderboard to take the No. 2 overall spot, trailing only GPT-image-2.
The model’s outputs include labeled segments, allowing users to tweak specific parts of an image rather than regenerate it entirely.
Reve creates the image ‘like code’, editing it by rewriting the layout rather than the prompt, while Ideogram uses a similar technique via JSON.
Why it matters: Image models have come a long way from the slot-machine days, when the only move was to re-roll the prompt. The real step change now is the granular control and editing that people used to jump to other apps for. With Ideogram, the open weights are the story: proving open source is not far behind the frontier.
Meta turns business chats into AI agents
Image source: Meta
The Rundown: Meta just launched Meta Business Agent globally, rolling out AI agents across WhatsApp, Instagram, and Messenger that can answer questions, book appointments, and close sales for any business on the platform.
The details:
Meta first floated the feature in October as a free test in international markets, with over 1M businesses already utilizing the tool.
Agents can close sales, recommend items, qualify leads, and book appointments across languages, with human takeover available at any point.
A standalone Business Agent Platform plugs agents into outside tools like Zendesk and Shopify, with broader business operations abilities coming later.
The agent is free to start, though Meta said it will be rolling out paid subscription tiers across different business sizes.
Why it matters: Meta’s sprawling social media empire is already a major driver for businesses, so embedding agents for them is a sharp move. The question will be trust. Stories like hackers fooling Meta’s own support bot this week won’t help, as the tech giant hopes businesses will trust its agents with their own customers.
Study: AI tutors edge out law faculty
Image source: Images 2.0 / The Rundown
The Rundown: A new study led by Stanford ran a blind test of AI legal tutoring, asking 16 contract professors to judge anonymized answers from their peers and from two of Google’s AI systems — with the faculty siding with the AI outputs 75% of the time.
The details:
The study tested contract-law office-hours questions, a setting where strong answers need judgment and critical thinking instead of just one correct answer.
Sixteen professors from 14 schools blindly judged 2,918 matchups between their own answers and those of Google’s Gemini 2.5 Pro and NotebookLM.
Faculty chose Gemini 2.5 Pro and NotebookLM responses 75% of the time, with only a single top professor staying level with the models in evaluations.
Extending the testing with an AI stand-in judge, the team ranked nine more systems, with Claude Opus 4.7 on top and all models beating the professors.
Why it matters: Early models like GPT-4 were already passing the bar exam, but this study puts AI in tougher, more subjective judgment situations on office hours contract law questions. AI’s rollout into the education world is still controversial and jagged, but areas like on-demand tutoring can help change the learning process for the better.
Microsoft launches 7 AI models to cut OpenAI reliance LINK
At its Build conference, Microsoft launched seven of its own AI models to lean less on OpenAI, letting it run the technology on its Azure cloud infrastructure and avoid paying third parties for the models behind its products.
The lineup is headlined by MAI-Code-1, a coding model that turns text prompts into source code inside GitHub Copilot and Visual Studio Code, and MAI-Thinking-1, a medium-sized reasoning model in private preview through Microsoft Foundry.
Cutting reliance on OpenAI matters as Microsoft has put $13 billion into the company and $5 billion into Anthropic, both of which are now moving toward IPOs while charging more for their leading proprietary models.
SpaceX targets record $75 billion IPO raise LINK
SpaceX plans to fix its IPO price at $135 per share to raise a record $75 billion, selling 555.6 million shares and aiming for a $1.75 trillion valuation, according to a source familiar with the matter.
Setting a fixed price before the roadshow is highly unusual, since companies normally publish a price range and adjust based on investor demand during bookbuilding, but no rule bans the take-it-or-leave-it approach.
The all-primary offering means proceeds go to the company for AI computing and Starlink expansion, Musk must hold his shares for 366 days, and SpaceX aims to trade on Nasdaq under “SPCX” on June 12.
Android adds fake AI call detection LINK
Android is rolling out fake call detection this month to fight AI deepfake impersonation scams, arriving globally in Phone by Google on Android 12+ devices and starting with Pixel phones, switched on by default.
The feature works as a “digital handshake between devices,” where a contact calling you through Phone by Google sends a silent confirmation signal that verifies the call is actually coming from their phone.
If a scammer spoofs a contact, the missing signal prompts your device to ping the real phone, and if it replies that no call is happening, you get an on-screen warning to hang up.
Google quietly buys code from Android developers to train AI LINK
Google is quietly paying Android developers on the Play Store for access to the code behind their apps, using the material to train the company’s AI coding tools, according to emails obtained by 404 Media.
The emails invite developers into a “confidential content offer pilot” covering both active production codebases and archived prototypes, with a non-exclusive license that lets developers keep their intellectual property and sell the same code elsewhere.
Google says the real-world code helps with product development, coding evals, and benchmarks, and the move suggests scraped web content isn’t enough, echoing its $60 million Reddit deal for AI training data.
Microsoft launches an OpenClaw-inspired personal assistant LINK
Microsoft has rolled out Scout, a new always-on agentic AI assistant for the Microsoft 365 ecosystem, unveiled at its Build developer conference and built on the OpenClaw framework that took off earlier this year.
Scout runs in the cloud but works across desktop and web browser, connecting to inboxes and calendars, and ships with prepackaged skills for calendar management and drafting meeting agendas, plus user-built custom skills.
Available through Microsoft’s Frontier early-adopter program and requiring a GitHub Copilot subscription, Scout includes a “policy conformance system” that continuously checks whether the agent follows set guidelines, generating an audit trail for each check.
Legendary Hollywood director opens the door to AI
Image source: Black Forest Labs
The Rundown: Martin Scorsese just went public as an adviser to AI image startup Black Forest Labs, with a new video detailing the Academy Award-winning director using the company’s FLUX model to help storyboard a new film.
The details:
Scorsese signed on last year as a partner and adviser to Black Forest Labs, utilizing its FLUX AI image models for preproduction of a new film.
His use is for storyboarding only, with no generated actors, sets, or footage — calling being able to share a storyboard instantly “creatively freeing.”
Scorsese also said that “Cinema is a young medium, only around 125 years old, so we have to be open to how it can evolve”.
Why it matters: This is going to ruffle some anti-AI Hollywood feathers, but a figure of Scorsese’s level coming out in support of an AI tool is a big deal. It’s also a good example of using the tech in a way that aids the creative process without replacing it, a more stomachable entry point for skeptical filmmakers than full AI films or studios.
What Else Happened in AI on June 04th 2026?
Suno raised over $400M at a $5.4B valuation, with the AI music startup rolling out its first model built in partnership with the music industry “in the coming months.”
Google released Gemma 4 12B, a new multimodal model able to run on a 16GB laptop, and the first Gemma variant of this size built for native audio.
xAI rolled out Grok Imagine 1.5 Preview, the company’s latest image-to-video update, which brings upgraded realism, audio syncing, and prompt following.
Microsoft and the Mayo Clinic are building a frontier healthcare AI, trained on anonymized patient data and owned by the clinic, with Azure handling distribution.
Google Labs launched a new experiment called Dreambeans, connecting to users’ Gmail, Calendar, Photos, and Search to generate a feed of personalized daily stories.
Anthropic expanded Project Glasswing, giving 150 new organizations across 15 countries access to its powerful Claude Mythos Preview model.
OpenAI launched new Codex updates, including Sites that allow users to create and share hosted websites and apps, alongside new role-specific plugins across domains.
Cognition rebranded its Windsurf IDE as Devin Desktop, a single surface for running agents locally or in the cloud, with support across agents like Codex and Claude.
Famed investor Elad Gil said humanity is “likely in very early lift off and exponential”, saying the models released in December crossed a major technological threshold.
Google’s parent company, Alphabet, is selling $80B in stock to fund its AI infrastructure expansion, with the company planning up to $190B in spending this year.
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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
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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
- 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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- Effective Java by Joshua Bloch
- Computability by N. J. Cutland
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- 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
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submitted by /u/unserious-dude [link] [comments]
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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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