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Important Topics Covered:
Anthropic’s B2B Dominance: Hitting a $30B ARR, with over 1,000 businesses spending >$1M annually, and locking in multiple gigawatts of Google Cloud TPU capacity by 2027.
Project Glasswing: Anthropic giving unreleased ‘Mythos’ access to Broadcom, Cisco, CrowdStrike, and JPMorgan to harden critical cybersecurity infrastructure.
The OpenAI Expose & Social Contract: Deconstructing the New Yorker piece featuring Ilya Sutskever’s memos, alongside Altman’s push for a 4-day workweek and sovereign AI wealth fund.
Intel Joins Terafab: The $25B semiconductor complex in Texas partnering Intel, Tesla, SpaceX, and xAI to produce 1 terawatt of compute capacity annually.
Nvidia’s 5-Layer Infrastructure Cake: Why Nvidia argues AI is the new electricity, segmented into Energy, Chips, Infrastructure, Models, and Applications.
Meta’s “Tokenmaxxing”: Inside the bizarre “Claudeonomics” leaderboard where Meta employees burned 60 trillion tokens in 30 days without proving ROI.
Corporate Liability: Target formally shifting the legal burden of AI shopping assistant errors onto its customers.
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⚽️Comparative Analysis: Top Calgary Amateur Soccer Clubs – Outdoor 2025 Season (Kids' Programs by Age Group)
$30B ARR shows Anthropic’s strategy is working
While rivals zigged, Anthropic zagged, and the bet keeps paying off.
On Monday, the company announced that its revenue run-rate, or its financial forecast based on current performance, has surpassed $30 billion. This figure is nearly triple the run rate at the end of 2025, which came in at $9 billion, and double that of mid-February, which the company reported was $14 billion. By the end of February, CEO Dario Amodei confirmed annual revenue had exceeded $19 billion.
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.
This exponential growth results from an equally notable increase in customer demand. In February, Anthropic disclosed that over 500 business customers were spending over $1 million, and now reports that the number exceeds 1,000 businesses, representing a two-fold growth in less than two months.
The rapid growth can be mostly attributed to Anthropic’s laser focus on enterprise. For instance, Claude Code, a go-to coding tool for many developers, alone generated a run-rate revenue of over $2.5 billion by February.
In that same month, weekly active users have also more than doubled since January 1, and business subscriptions to Claude Code have quadrupled since the beginning of 2026. Those figures are likely much larger now. This success has allowed the company to bridge the gap with the much bigger OpenAI, despite the company kick-starting the AI race as we know it.
At the end of February, OpenAI topped $25 billion in annualized revenue, according to a report from The Information, citing a person familiar with the figure, representing a 17% increase from the annualized revenue it generated at the end of the year. The comparison isn’t perfectly apples-to-apples, as the two companies use different methods to calculate revenue, as noted by the WSJ. But with an IPO in the works, the ChatGPT maker has recently made moves to pivot towards enterprise, just like Anthropic.
Last month, it shut down its Sora generative AI video platform, ended its $1 billion content partnership with Disney, and put its ChatGPT “adult mode” on hold, all while OpenAI CTO Sarah Friar acknowledged that enterprise “is a very profitable business at scale” and that it’s how OpenAI will “build a sustainable business model.”
To meet growing demand and scale up the computing it needs to power it, Anthropic also announced an expansion of its existing partnership with Google Cloud and Broadcom by signing a new agreement. The resulting multiple-gigawatt TPU capacity is expected to come online beginning in 2027, according to the blog post.
OpenAI’s new ‘social contract’ ideas for society, ASI
Image source: OpenAI
OpenAI just published a 13-page policy document with ideas to help society navigate superintelligence and its societal impacts, asking Washington to tax AI-driven profits, create a wealth fund, implement a 4-day workweek, and more.
The details:
The proposal said we are “beginning a transition toward superintelligence”, with Altman telling Axios the moment requires a new “social contract” for society.
The most aggressive idea: a sovereign-style fund seeded by AI firms that would pay dividends to every American, as Alaska does with oil revenue.
Other ideas include taxes on robot labor, a 4-day workweek, “Right to AI” access for all, and containment playbooks for rogue autonomous AI.
Axios called it “the most detailed blueprint any tech titan has ever published for how to tax, regulate, and redistribute wealth from the technology he’s building.”
Why it matters: The CEO of an $852B company is asking the U.S. to prepare for a future where his own tech breaks the economic system — and you don’t make that pitch unless you believe it’s actually coming. But with the way things are moving, coupled with the slow-moving gears of the government, the clock is ticking.
New Yorker surfaces memos behind Altman’s firing
Image source: The New Yorker
The New Yorker published an investigation into Sam Altman, drawing on 100+ interviews, unseen memos from ex–chief scientist Ilya Sutskever, and notes from Dario Amodei — alleging a long-running pattern of deception at the top of OpenAI.
The details:
The reporting spans Altman’s full career arc, including conflicts at his startup Loopt, Y Combinator partners trying to push him out, and the OAI board drama.
Sutskever’s memos, built from 70 pages of Slack messages and HR docs, allege Altman misrepresented safety protocols to the board.
Amodei’s private notes, kept for years, reach the same conclusion as Sutskever independently: “The problem with OpenAI is Sam himself.”
A Microsoft exec told the reporters there’s “a small but real chance” Altman is “remembered as a Bernie Madoff, Sam Bankman-Fried-level scammer.”
Why it matters: While there is no ‘smoking gun’ in this piece, there is a vastly detailed and concerning pattern of deception that seems to span across Altman’s career. But for every detractor, you also have fiercely loyal supporters and coworkers – making the CEO of the nearly trillion-dollar AI giant one of the most polarizing figures in the world.
Meta to open-source new AI models
Meta plans to release open-source versions of its next-generation AI models, which are derived from two proprietary frontier models codenamed Avocado and Mango expected to launch this year.
The open-source versions won’t include all features found in the closed-source editions, possibly lacking certain neural networks, having smaller parameter counts, or skipping post-training steps.
AI safety is reportedly one reason Meta will hold back features, and the company does not expect its upcoming models to beat competitors like Anthropic and OpenAI across the board.
Intel joins Elon Musk’s $25B Terafab AI chip project
Intel has officially joined Elon Musk’s Terafab project, a $20–25 billion semiconductor complex planned for Austin, Texas, partnering alongside Tesla, SpaceX, and xAI to build chips at scale.
The facility aims to produce 1 terawatt per year of compute capacity by manufacturing edge-inference processors for Tesla’s FSD systems and radiation-hardened chips for SpaceX satellites and xAI.
Intel CEO Lip-Bu Tan hosted Musk at Intel facilities before the announcement, and the company will contribute its process technology, high-volume fabrication, and packaging expertise to the project.
Anthropic doubles down on Google Cloud TPUs
Anthropic announced an expanded partnership with Google Cloud, securing access to multiple gigawatts of TPU capacity to train and run its AI models starting in 2027.
The deal delivers Google’s Tensor Processing Units through Google Cloud infrastructure with hardware from Broadcom, giving Anthropic enormous compute for its Claude family of AI systems.
Anthropic is also adopting Google Cloud tools like BigQuery, Cloud Run, and AlloyDB, while thousands of companies already access Claude models through Google Cloud today.
Meta employees compete on internal AI usage leaderboard
Meta has an internal leaderboard called “Claudeonomics” where employees compete to consume the most AI tokens, tracking usage across more than 85,000 workers on the company intranet.
Employees burned through 60 trillion tokens in just 30 days, with the top user averaging 281 billion, though some simply leave AI agents running for hours to pad their numbers.
Despite Silicon Valley treating “tokenmaxxing” as a productivity metric, nobody has put up hard numbers proving that high token consumption actually translates into real business results or revenue gains.
Anthropic is giving some firms access to Claude Mythos to bolster cybersecurity defenses
Anthropic is giving a group of Big Tech and cybersecurity firms access to a preview version of Claude Mythos—its unreleased and most advanced AI model—in an attempt to bolster cybersecurity defenses across some of the world’s most critical systems.
The company has been concerned that the new model may pose unprecedented cybersecurity risks and increase the likelihood of large-scale AI-driven cyberattacks this year.
The initiative, called Project Glasswing, allows companies, including Amazon Web Services, Apple, Broadcom, Cisco, CrowdStrike, Google, JPMorganChase, Microsoft, and Nvidia, to use Anthropic’s Mythos Preview for defensive security work and share their learnings with the wider industry. Anthropic is also providing access to roughly 40 more organizations responsible for building or maintaining critical software infrastructure, allowing them to use the model to scan and secure both their own systems and open-source code.
Read more: https://fortune.com/2026/04/07/anthropic-claude-mythos-model-project-glasswing-cybersecurity/
Why AI may be more like electricity than software
If you think AI is the world’s next smartphone or cloud, Nvidia would like to change your mind.
Instead, Nvidia thinks AI equates more to underlying infrastructure like electricity or the internet. At HumanX in San Francisco on Monday, this was the topic of the opening keynote of the event, which brings together 6,000 people from across the AI industry to discuss how to use AI to solve business problems.
I’d tweak this idea to say that today’s AI will evolve into intelligence so ubiquitous that we’ll rarely mention it. But it’s likely to power the next generation of tools, as well as the next set of technological and scientific breakthroughs.
Those promises are why the AI industry is in the midst of “the largest infrastructure buildout in human history,” as HumanX CEO Stefan Weitz called it during Monday’s keynote.
That’s because all that intelligence requires a lot of hardware to run, and it’s going to require a lot more in the years ahead as the number of people using AI continues to grow and those who are using it today keep finding more things to do with it.
“The connection between compute and intelligence is stronger than ever,” Bryan Catanzaro, VP of applied deep learning research at Nvidia, said on Monday during the opening panel.
Nvidia has extrapolated all the technology it takes to power AI by coining the phrase “AI is a five-layer cake,” which is the same phrase HumanX used for the opening keynote on Monday. Here’s how the layers break down:
Energy: Everything starts with power, and right now, this is the greatest constraint to scaling up AI to meet future demand.
Chips: Today’s AI workloads need GPUs to run tasks in parallel at a massive scale, high-bandwidth memory to move data at breakneck speeds, and fast interconnections between all the pieces.
Infrastructure: Here’s where the physical components come together, from land to construction to power delivery to networking to cooling to server racks. This is where AI factories are emerging.
Models: The AI models understand topics across a ton of different domains, and now that’s expanding to other kinds of models as well, from scientific discoveries to autonomous systems to robotics.
Applications: The place where almost all of the value is created remains the application layer. It’s where we get daily tools, agents, coding helpers, self-driving cars, industrial robots, and lots of other things being invented day by day.
What Else Happened in AI on April 07th 2026?
The Information: Meta Employees Vie for AI ‘Token Legend’ Status
The Deep View: Anthropic passes $30B ARR after Pentagon clash
Hermeus raises $350M at a $1B valuation
Reuters: Intel joins Musk’s Terafab AI chip project to power humanoid, data center goals
WSJ: What to Know About OpenAI’s Ideas for a World With ‘Superintelligence’
Bloomberg: OpenAI, Anthropic, Google Unite to Combat Model Copying in China
WSJ: Inside a Corporate Retreat That Went Very Badly Wrong
NYT: Bill Ackman’s Fund Offers to Buy Universal Music in $64 Billion Deal
NYT: Shots Fired at Indianapolis Councilman’s Home, After Vote Backing Data Center
AP says it will offer buyouts as part of pivot away from newspaper-focused history
Wired: Edward ‘Big Balls’ Coristine Is Helping Out on Viral Fraud Videos Now
Bloomberg: Cerebras Backer Eclipse Raises $1.3 Billion for Robotics, AI Infrastructure
WSJ: Five Amazing Tech Innovations We Should Expect in the Next 25 Years
The Wrap: McClatchy Journalists Revolt Against AI: ‘It’s a Betrayal’ | Exclusive
The Information reported that Sam Altman and OpenAI CFO Sarah Friar are not on the same page regarding IPO timing, though OpenAI denied the claim.
Iran’s military singled out the $30B Stargate data center in Abu Dhabi as a target, publishing satellite footage and vowing to destroy U.S. infrastructure across the region.
OpenAI Head of Business Finance Chengpeng Mou posted new stats on ChatGPT’s use for healthcare questions, with the platform getting 2M insurance messages weekly.
Google released AI Edge Eloquent, a free iOS dictation app that cleans up raw speech into polished text entirely on-device.
Legion Health won approval to let its AI app directly refill psychiatric medications, the first time a state has greenlit AI to do the process without clinician oversight.
Target puts customers on the hook for AI shopping assistant errors [Link]
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Health Health, a science-based community to discuss human health
- Bone-Strengthening Discovery Could Reverse Osteoporosisby /u/_Dark_Wing on April 21, 2026 at 11:14 pm
submitted by /u/_Dark_Wing [link] [comments]
- WHO warning: High percentage of common infections worldwide are no longer responsive to antibioticsby /u/kojka19 on April 21, 2026 at 10:14 pm
submitted by /u/kojka19 [link] [comments]
- Why are young people getting colon cancer? A common weed killer may be linked, scientists sayby /u/businessinsider on April 21, 2026 at 8:46 pm
submitted by /u/businessinsider [link] [comments]
- New Study Finds An Upsetting Potential Link Between Lung Cancer And Healthy Eatingby /u/huffpost on April 21, 2026 at 5:24 pm
submitted by /u/huffpost [link] [comments]
- Yale study finds link between cancer and living near factory farmsby /u/Mountain_Love23 on April 21, 2026 at 5:07 pm
submitted by /u/Mountain_Love23 [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.
- Today I Learned that Billy Idol had a 3 week party in Thailand that only ended when the army was called in.by /u/walnutstampede on April 22, 2026 at 1:40 am
submitted by /u/walnutstampede [link] [comments]
- TIL between 18%-25% of intellectually gifted students (at least 130 IQ) in the US fail to graduate from high school.by /u/tyrion2024 on April 22, 2026 at 12:56 am
submitted by /u/tyrion2024 [link] [comments]
- TIL a 17-year-old girl from Pennsylvania once slept for 64 days (from Thanksgiving in 2012 into January 2013). On average, the teenager slept 18-19 hours a day and would only get up to eat while in a sleepwalking state that she wouldn't remember after the fact.by /u/tyrion2024 on April 22, 2026 at 12:50 am
submitted by /u/tyrion2024 [link] [comments]
- TIL that a man named Stubbins Firth in the early 1800's who believed that yellow fever was 'not contagious' and tested it by drinking blood, urine, and other fluids from people affected, yet did not get yellow fever himselfby /u/TreReZ on April 21, 2026 at 11:17 pm
submitted by /u/TreReZ [link] [comments]
- Today I learned that "New York City (1941)," an unfinished painting by abstract artist Piet Mondrian, is hung upside down at the Kunstsammlung Nordrhein-Westfalen. They discovered the mistake in 2022 and did not adjust it.by /u/EmpireStrikes1st on April 21, 2026 at 10:04 pm
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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.
- Epigenetic fingerprints link early-onset colon and rectal cancer to pesticide exposure.by /u/GonzoVeritas on April 21, 2026 at 11:09 pm
submitted by /u/GonzoVeritas [link] [comments]
- People systematically underestimate how often things go wrong in the world—a bias researchers call the “failure gap.”by /u/mvea on April 21, 2026 at 9:55 pm
submitted by /u/mvea [link] [comments]
- During the early 20th century, there was a decline in share of female physicians in the US – This decline was due to the closure of schools that accepted female applicants, more stringent admissions requirements for female than male applicants, and the refusal of some schools to admit women at all.by /u/smurfyjenkins on April 21, 2026 at 9:06 pm
submitted by /u/smurfyjenkins [link] [comments]
- First-in-human trial primes immune system to accept donor livers: « Clinician-scientists have weaned and kept multiple liver transplantation patients off of all immunosuppressant drugs for more than three years through a first-in-human clinical trial of a unique “immune priming” therapy. »by /u/fchung on April 21, 2026 at 8:48 pm
submitted by /u/fchung [link] [comments]
- Climate models and observational data disagree because climate models exaggerate the greenhouse gas impact on recent interhemispheric temperature patterns and tropical climateby /u/NGNResearch on April 21, 2026 at 6:58 pm
submitted by /u/NGNResearch [link] [comments]
Reddit Sports Sports News and Highlights from the NFL, NBA, NHL, MLB, MLS, NCAA, F1, and other leagues around the world.
- Venus Williams eyes playing French Open after loss in Madridby /u/PrincessBananas85 on April 21, 2026 at 11:43 pm
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- Pro Cliff Diver Molly Carlson's Trainingby /u/redbullgivesyouwings on April 21, 2026 at 8:58 pm
🏊♀️: Molly Carlson submitted by /u/redbullgivesyouwings [link] [comments]
- Leicester City 2-2 Hull City: Foxes relegated to League Oneby /u/Krakshotz on April 21, 2026 at 8:51 pm
submitted by /u/Krakshotz [link] [comments]
- How To Install The World's Longest Slackline (2.3 miles)by /u/redbullgivesyouwings on April 21, 2026 at 8:37 pm
🇪🇪: Jaan Roose Full Video: World Record Longest Slackline Attempt submitted by /u/redbullgivesyouwings [link] [comments]
- Yankees pitcher Cam Schlittler says Red Sox fans have sent death threats to his familyby /u/igetproteinfartsHELP on April 21, 2026 at 7:14 pm
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