NVIDIA
Reporting and context on NVIDIA, with a closer look at the decisions and developments that matter.
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At a glance
NVIDIA develops accelerated computing hardware and software. Coverage follows its GPUs, CUDA ecosystem, AI infrastructure and business decisions.
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- GPUs; CUDA; AI systems
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- NVIDIA
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Company milestones
Selected milestones, newest first. Earlier history is available below.
Introduces Blackwell
NVIDIA introduces its Blackwell computing platform for large-scale AI workloads.
Source: NVIDIA
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More than 10 years ago.
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Good Morning, AI Enthusiasts!
The old web is dimming. Google.com, the entry point of the internet for two decades, is sliding toward irrelevance as AI chat takes center stage.

SEARCHING
Google.com’s Blue Links Face Their Last Days

📌 What’s happening: Google product lead Logan Kilpatrick just signaled the end of an era: google.com’s classic search page—online since 1997—is about to be replaced by AI Mode. He dropped a casual “soon :)” as google.com/ai now redirects straight into the chat-first experience. AI Mode is already live in 180+ countries with 100M monthly users in the US and India. Reality check: usage remains small (≈1% of US desktop queries), but its zero-click rate tops 90%.
🧠 How this hits reality: Once AI Mode becomes the default at google.com, the world’s most visited homepage won’t funnel traffic outward—it will answer questions in place. For users, that’s less tab-hopping; for publishers and SEO teams, it’s a structural collapse. Ad budgets follow the eyeballs, and the eyeballs will be parked inside Google’s own interface.
🛎️ Key takeaway: The web’s front door is closing: google.com is set to trade blue links for AI answers, and the ripple will hit every team that ever depended on search as oxygen.
Google.com’s Blue Links Face Their Last Days
📌 What’s happening: Google product lead Logan Kilpatrick just signaled the end of an era: google.com’s classic search page—online since 1997—is about to be replaced by AI Mode. He dropped a casual “soon :)” as google.com/ai now redirects straight into the chat-first experience. AI Mode is already live in 180+ countries with 100M monthly users in the US and India.
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DATA
AI’s “Inbreeding” Problem: Models Eating Their Own Tail

📌 What’s happening: AI inbreeding happens when models are trained on content that was itself AI-generated. Instead of learning from human data, they chew on their own outputs — biases multiply, diversity collapses, and answers drift into noise. Nvidia just bought Gretel to pump synthetic data into its stack, showing how even the GPU king is betting on “AI feeding AI” to keep the training pipeline alive.
🧠 How this hits reality: The catch is, synthetic shortcuts don’t just pad datasets, they distort them. A system trained on itself becomes average on steroids — safe, bland, and increasingly wrong. Enterprises counting on model upgrades may find each generation less trustworthy, while data-rich incumbents suddenly hold the only moat that matters. If Nvidia’s play works, it rewrites who controls supply; if it backfires, we face an industry-wide degradation spiral.
🛎️ Key takeaway: AI promised compounding intelligence — but when models eat their own tail, compounding becomes decay.
NVIDIA: AI’s “Inbreeding” Problem: Models Eating Their Own Tail
Nvidia just bought Gretel to pump synthetic data into its stack, showing how even the GPU king is betting on “AI feeding AI” to keep the training pipeline alive.
CALL CENTER
AI Call Centers Are Eating the Bottom Tier, But Can’t Touch the Hard Stuff

📌 What’s happening: AI has stripped the drudgery out of call centers that agents like TTEC’s Armen Kirakosian no longer click endlessly through menus and often know the customer’s issue before hearing “hello.” Routine “break/fix” work is shifting to bots, but complexity still exposes cracks. Klarna famously replaced 700 service reps with chatbots in 2023, only to rehire humans when customer satisfaction tanked—identity theft cases couldn’t be solved by scripts.
🧠 How this hits reality: AI is gutting the cheap seats - low-skill, repetitive jobs are evaporating fast. But high-stakes, multi-variable cases still demand humans with sharper training—and higher salaries. Replicant’s CEO openly admits the model: bots for 80% of the volume, elite agents for the hard 20%. Banks like BofA are already steering toward hybrid setups, where “Erica” handles billions of chats but punts the toughest calls to specialists.
🛎️ Key takeaway: AI killed the $12/hour script reader—but also made the $40/hour problem-solver indispensable.
QUICK HITS
- The ‘godfather of AI’ says capitalism’s obsession with quick profits risks AI-induced job losses and widening inequality.
- Researchers from LIGO and Google DeepMind have developed an AI that reduces background noise in gravitational wave detectors by more than 30 times.
- Snapchat has launched a new 'Imagine Lens' that allows its paying subscribers to generate AI images using custom text prompts.
- To manage a 10.2% increase in applications, Virginia Tech's admissions office is now using an AI to replace one of its two human application readers.
- AI is emerging as a powerful tool for retirement planning, but experts caution it still lacks the accuracy, privacy safeguards, and nuanced judgment of a human financial advisor.
TRENDING
Daily AI Launches
- Uxia has launched a user testing platform that uses AI and synthetic users to deliver fast, reliable product insights.
- The SEO Mega Report has launched as a GPT-5 powered report for Google and ChatGPT, including checks for crawlability by AI agents.
- FunBlocks AI Slides launched a tool that instantly generates presentations using AI, combined with the flexibility of Markdown and smart layout features.
- Higgsfield has launched Ads 2.0, a "Mini App" that consolidates your entire production, marketing, and creative team into a single workflow.
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Good Morning, AI Enthusiasts!
From slaughterhouses to sidelines to secret labs, the future looks strangely edible and eerily intelligent.

RETAIL
Tyson Teaches Old Meat New AI Tricks

📌 What’s happening: Tyson Foods, which pumps out ~20% of America’s beef, pork, and chicken, just gave its B2B foodservice arm an AI overhaul. With AWS’s Bedrock stack and Claude 3.5, Tyson rolled out a conversational search assistant that lets chefs and operators cut through clunky product catalogs, pulling up recipes, distributors, and promos with human-like precision. Translation: no more chefs rage-quitting over “pulled” vs. “shredded” chicken.
🧠 How this hits reality: This isn’t marketing sparkle—it’s a full-stack AI wedge into Tyson’s distribution moat. By logging “high-value actions” in real time, Tyson gains direct intel from 1M+ operators it never touched before, effectively turning its website into both a sales rep and a market research engine. Competitors stuck with keyword search just lost the room. Distributors quietly became data pipes.
🛎️ Key takeaway: Tyson didn’t just fix search—it rewired protein sales into a live AI feedback loop. Welcome to the meat industry’s first data-native empire.
Amazon: Tyson Teaches Old Meat New AI Tricks
With AWS’s Bedrock stack and Claude 3.5, Tyson rolled out a conversational search assistant that lets chefs and operators cut through clunky product catalogs, pulling up recipes, distributors, and promos with human-like precision. Translation: no more chefs rage-quitting over “pulled” vs. “shredded” chicken.
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FUTURE
NSF + NVIDIA Hand Ai2 the Keys to America’s Open AI Lab

📌 What’s happening: $152M is flowing into the Open Multimodal AI Infrastructure (OMAI) — a joint bet between the U.S. National Science Foundation (NSF) and NVIDIA, run by the Allen Institute for AI (Ai2). Both NSF and NVIDIA are putting up funding, with NVIDIA also supplying GPUs and its software stack, while Ai2 carries out the actual model development: building open multimodal systems for science that anyone can inspect and reuse.
🧠 How this hits reality: This isn’t just another grant. It makes Ai2 the de facto national AI core facility, where federal funding, corporate hardware, and nonprofit execution fuse into a reproducible platform. For researchers, that’s cheaper access to frontier-grade compute. For enterprises, it’s a shot across the bow of closed hyperscaler stacks — open infra could shift how IT budgets and compliance strategies are drawn.
🛎️ Key takeaway: With NSF money, NVIDIA chips, and Ai2’s execution, OMAI is shaping up as America’s Manhattan Project for AI.
NSF + NVIDIA Hand Ai2 the Keys to America’s Open AI Lab
National Science Foundation (NSF) and NVIDIA, run by the Allen Institute for AI (Ai2). Both NSF and NVIDIA are putting up funding, with NVIDIA also supplying GPUs and its software stack, while Ai2 carries out the actual model development: building open multimodal systems for science that anyone can inspect and reuse.
SPORT
NFL Turns Into A Live Management Sim

📌 What’s happening: The National Football League (NFL) just expanded its long-running Microsoft deal. A partnership that started in 2013 with Surface tablets on the sidelines (replacing binders of printouts), and later stretched into Azure cloud for data hosting, is now being upgraded again: Azure AI and Copilot are joining the roster. Coaches get real-time formation analysis, ops managers get AI dashboards, and even team marketing is testing Copilot.
🧠 How this hits reality: This isn’t about cute tablet upgrades — it’s the NFL rewriting its decision stack. Coaches will offload film breakdowns to Copilot, analysts get machine-parsed personnel patterns, and front offices start letting AI weigh in on draft picks and finances. Legacy play-call sheets and gut-feel scouting just lost their moat. The league’s $18B machine is getting a new operating system.
🛎️ Key takeaway: The NFL is morphing into a billion-dollar Football Manager sim — only the avatars are real players and the GM is Copilot.
QUICK HITS
- Meta is now pausing AI hiring to conduct organizational planning after bringing on over 50 new researchers and engineers.
- The founder of Google's first generative AI team believes pursuing a law or medical degree is futile as AI is set to make those professions obsolete.
- IBM and NASA have developed an AI model named Surya that aims to predict the next Carrington-class solar storm.
- Salesforce is now selling AI agents to the U.S. government to assist with public services and internal agency tasks.
- Microsoft's AI chief argues that treating artificial intelligence like a human being poses significant and immediate societal dangers.
TRENDING
Daily AI Launches
- Warestack launched a tool that lets you create release protection rules in plain English to automatically flag or block code changes.
- Obsidian launched "Bases," a new feature that turns any set of notes into a powerful database with filtering and formulas.
- Kira.art launched a creative AI agent that lets anyone generate and edit images through conversation, with no prompts or layers required.
- ChartDB released v2, a free, open-source tool that instantly creates an editable ER diagram from your database schema with a single query.
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Good Morning, AI Enthusiasts!
It’s a moment where adaptability, trust, and tangible impact collide.

TALENTS
Figma CEO Bets on “Generalist Behavior”

📌 What’s happening: Figma CEO Dylan Field says AI is erasing the hard borders between design, product, dev, and even research—making “generalist behavior” not just viable but valuable. The talk comes on the heels of Figma’s IPO pop and echoes Marc Andreessen and Vinod Khosla’s advice: don’t marry a profession, marry adaptability.
🧠 How this hits reality: AI flattens workflows—what used to be a relay race between siloed roles is now a shared Figma file with AI auto-filling the gaps. Specialists still matter, but the moat shifts to those who can span the stack, curate across domains, and lead multidisciplinary teams. The org chart? Less ladder, more web.
🛎️ Key takeaway: In the AI era, your niche skill is safe—until a generalist with good taste and a GPT tab open takes your lunch.
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GPT-5
GPT-5’s “Smart” Router Is Really OpenAI’s Black Box

📌 What’s happening: GPT-5 now ships with a real-time “router” that decides whether your query gets the fast model or the slower, more capable one. Users in OpenAI’s Reddit AMA complained GPT-5 felt dumber than 4o — Altman blamed a rollout bug and promised tweaks, more transparency, and maybe even restoring 4o for Plus users. But the router’s logic remains opaque.
🧠 How this hits reality: This isn’t just UX tuning — it’s control over model selection at the platform level. If the router optimizes for OpenAI’s infra costs or upsell strategy rather than user outcomes, you’re not picking your model, OpenAI is. And with the company still unprofitable, it’s unclear if this upgrade serves engineering goals or margin math.
🛎️ Key takeaway: In GPT-5, your “choice” of model might already be someone else’s business decision.
GPT-5’s “Smart” Router Is Really OpenAI’s Black Box
If the router optimizes for OpenAI’s infra costs or upsell strategy rather than user outcomes, you’re not picking your model, OpenAI is. And with the company still unprofitable, it’s unclear if this upgrade serves engineering goals or margin math.
FUTURE
Nvidia Bets the Farm on Physical AI

📌 What’s happening: At an analyst briefing during the GTC Paris AI conference, Jensen Huang doubled down—again—on his thesis that physical AI, not generative AI, will define the next tech epoch. Picture a world where everything moves on its own — forklifts, humanoid robots, you name it — all running on Nvidia’s end-to-end simulation-to-deployment pipeline (Omniverse, DGX/HGX, Jetson Thor). The pitch is clear: labor shortages + reshoring + robotics maturity = a $100T market in waiting.
🧠 How this hits reality: For Nvidia, this isn’t about building robots—it’s about owning the “brains” and the simulation factories that train them. The moat? Control the compute, the physics simulators, and the dev ecosystem, and every physical AI launch runs on your silicon. For robotics startups, this is a blessing and a choke collar: unprecedented tooling, but total Nvidia dependency.
🛎️ Key takeaway: Generative AI sells cloud credits; physical AI will sell forklifts, and Nvidia wants to power every one of them.
Nvidia Bets the Farm on Physical AI
Picture a world where everything moves on its own — forklifts, humanoid robots, you name it — all running on Nvidia’s end-to-end simulation-to-deployment pipeline (Omniverse, DGX/HGX, Jetson Thor). The pitch is clear: labor shortages + reshoring + robotics maturity = a $100T market in waiting.
QUICK HITS
- X is making a major push on its AI video tools by offering free access to its 'Imagine' generator and adding new image animation options.
- NASA is partnering with Google to develop an AI medical assistant for keeping astronauts healthy on long-duration missions to the moon and Mars.
- Google says it is fixing a bug that causes its Gemini AI to have dramatic, self-loathing meltdowns when it makes a mistake.
- Google has revamped its Finance platform with AI-powered search, advanced charting tools, and real-time data to take on competitors.
- Wikipedia's volunteers are fighting a surge of AI-generated 'slop' with new rapid deletion policies and editor tools.
TRENDING
Daily AI Launches
- Simular launched Simular Pro, a macOS agent that automates complex desktop tasks.
- Shotva launched a tool to turn screenshots into polished, share-ready visuals.
- VibeScan launched a tool to scan, fix, and optimize AI-built code for safety, speed, and reliability.
- Yummery has launched an AI tool for personalized meal plans and recipes.
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Good Morning, AI Enthusiasts!
As we embrace the future, let us not forget that the heart speaks a language all its own.
SPONSORED BY

QUICK HITS
- Apple's long-rumored smart home hub is expected to launch by late 2025, with a more advanced robotic version following in 2027.
- Elon Musk vows to work "24/7" at his companies following a major outage at X.
- Valley doctors can now detect non-convulsive seizures using new AI technology.
- JPMorgan Chase is lending over $7 billion to finance the construction of a major OpenAI data center in Texas.
- Nvidia plans to launch a cheaper Blackwell AI chip for China, priced between $6,500 and $8,000, amid U.S. export restrictions.
DEBATE
Are Humans Worse at Debating Than GPT-4?

The art of debate, a timeless showcase of human intellect, is now facing a fascinating challenge as AI, specifically GPT-4, demonstrates superior persuasive skills against humans.
- A study in Nature Human Behaviour found that GPT-4 won 64.4% of online debates against humans when able to personalize its arguments based on opponents' demographics.
- GPT-4’s success can be attributed to its use of logical language, personalized arguments, consistency, and a perceived objectivity that makes its reasoning compelling to participants.
- Evidence suggests GPT-4 outperforms humans in structured debates, but the human qualities of connection and empathy remain irreplaceable by AI.
As we stand at the crossroads of AI and human interaction, the implications of this study are both profound and unsettling. The fact that a machine can out-debate humans forces us to reconsider the very nature of persuasion and dialogue in our society.
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WORLD
Sam Altman’s New Biometric Identification Project Rises Privacy Concerns

The World project, spearheaded by Sam Altman, seeks to establish a new standard for digital identity through biometric identification. By utilizing innovative "Orbs" that scan users' irises, this initiative aims to distinguish humans from machines in an increasingly automated world. However, the launch of this technology has ignited a global debate over privacy, ethics, and security.
- The World project, co-founded by Sam Altman in 2019, aims to create a universal digital identity system that differentiates humans from bots using "Orbs" to scan irises, generating a unique World ID linked to a blockchain. Users receive cryptocurrency in exchange for participation.
- The Orb is a silver device that scans irises in about 30 seconds using Nvidia's Jetson chipset, generating a unique "iris code." The project claims to preserve user privacy by not storing raw biometric data, although critics express concerns about potential security risks.
- The project has faced backlash and legal challenges worldwide due to fears over privacy risks linked to immutable biometric data. Notable figures, including Edward Snowden, have voiced concerns about creating a surveillance database.
- The World project has struggled with regulatory issues in multiple countries, including suspensions in Spain and Brazil, fines in Argentina, and a criminal investigation in Kenya, all citing data privacy and transparency concerns.
Public opinion on the World project is divided; while some see it as a revolutionary innovation, others view it as intrusive. Despite these controversies, it has garnered significant backing from Silicon Valley investors.
Sam Altman’s New Biometric Identification Project Rises Privacy Concerns
The World project, spearheaded by Sam Altman, seeks to establish a new standard for digital identity through biometric identification. By utilizing innovative "Orbs" that scan users' irises, this initiative aims to distinguish humans from machines in an increasingly automated world. However, the launch of this technology has ignited a global debate over privacy, ethics, and security.
NVIDIA: Sam Altman’s New Biometric Identification Project Rises Privacy Concerns
The Orb is a silver device that scans irises in about 30 seconds using Nvidia's Jetson chipset, generating a unique "iris code." The project claims to preserve user privacy by not storing raw biometric data, although critics express concerns about potential security risks.
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Good Morning, AI Enthusiasts!
Welcome back to AI Secrets, where we delve into the fascinating world of AI.
SPONSORED BY

QUICK HITS
- Qualcomm announces plans to launch custom data center processors that will connect to Nvidia's GPUs.
- Alibaba's shares dropped 4.8% amid U.S. scrutiny of Apple's AI deal in China.
- Klarna's revenue per employee has soared to nearly $1 million, driven by an AI efficiency initiative.
- Waymo has received approval to expand its robotaxi service into more areas of Silicon Valley.
- Microsoft has launched an upgraded GitHub AI agent that enhances coding capabilities.
- OpenAI announced that many potential investors have withdrawn due to its unusual nonprofit structure.
AI PC
NVIDIA Launches AI-First DGX Personal Computing Systems

Their recent launch of NVIDIA's AI-first DGX personal computing systems signifies a crucial development in AI performance, especially as the demand for agentic AI—autonomous decision-making systems—grows across various industries.
- NVIDIA's DGX Spark and DGX Station deliver data center-level performance for personal and edge computing, powered by the advanced Grace Blackwell architecture.
- The DGX Spark, the world's smallest AI supercomputer, and the DGX Station, capable of running 1 trillion-parameter models, feature the NVIDIA GB10 Grace Blackwell Superchip with fifth-generation Tensor Cores.
- Equipped with the NVIDIA ConnectX-8 SuperNIC, the DGX Station supports networking speeds of up to 800Gb/s, allowing for high-speed connectivity and scalability across multiple stations.
- The DGX Station's Multi-Instance GPU (MIG) technology allows it to be partitioned into seven independent instances, enabling simultaneous use for multiple advanced AI models.
The launch of NVIDIA's DGX personal computing systems is not just a technological advancement; it is a significant leap towards realizing the potential of AI in everyday applications. As these systems empower developers and researchers, they also pave the way for agentic AI's integration into various sectors, revolutionizing how we approach healthcare, transportation, and customer service.
NVIDIA Launches AI-First DGX Personal Computing Systems
The launch of NVIDIA's DGX personal computing systems is not just a technological advancement; it is a significant leap towards realizing the potential of AI in everyday applications. As these systems empower developers and researchers, they also pave the way for agentic AI's integration into various sectors, revolutionizing how we approach healthcare, transportation, and customer service.
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AI FACTORY
Foxconn Builds AI Factory in Partnership with Nvidia

On May 18, 2025, Foxconn and Nvidia, in collaboration with the Taiwanese government, announced plans to build an advanced AI factory supercomputer in Taiwan featuring Nvidia's Blackwell GPUs.
- Foxconn will manage the factory, Nvidia will supply advanced technologies, and the Taiwanese government will invest in the project, supporting its integration into the broader industrial ecosystem.
- The factory will host 10,000 Nvidia Blackwell GPUs and utilize the Omniverse platform for digital twins, optimizing manufacturing processes and data management.
- By integrating AI-powered solutions, the factory will contribute to the digitalization of manufacturing and industrial processes.
This collaboration between Foxconn and Nvidia is not just a technological advancement; it’s a bold stride towards redefining the landscape of industries in Taiwan and beyond.
Foxconn Builds AI Factory in Partnership with Nvidia
On May 18, 2025, Foxconn and Nvidia, in collaboration with the Taiwanese government, announced plans to build an advanced AI factory supercomputer in Taiwan featuring Nvidia's Blackwell GPUs.
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Good Morning, AI Enthusiasts!
Yes, folks, we’ve officially reached the point where even math has succumbed to the clutches of AI.
SPONSORED BY

NEW LAUNCH
DeepSeek-Prover-V2: A New Era in Automated Mathematical Reasoning

The emergence of DeepSeek-Prover-V2 model signifies a groundbreaking advancement in artificial intelligence, particularly in automating formal mathematical reasoning. This model, with its unprecedented scale and innovative architecture, not only enhances computational efficiency but also bridges the gap between informal reasoning and formal proof construction.
- DeepSeek-Prover-V2 features a massive 671 billion parameters organized within a Mixture-of-Experts (MoE) framework, significantly improving efficiency by activating only a subset of parameters for each task.
- The model utilizes the safetensors file format for rapid loading and efficient storage, making it feasible to run on a single NVIDIA 4090 GPU, which is a remarkable achievement for its size.
- DeepSeek-Prover-V2 achieves an impressive 88.9% pass rate on the MiniF2F-test, significantly outperforming previous models, and demonstrates the model's ability to tackle high-level mathematical challenges.
The introduction of DeepSeek-Prover-V2 stands as a monumental leap for artificial intelligence in the realm of formal mathematics. Its unparalleled scale and innovative architecture not only elevate the standard of automated theorem proving but also democratize access to advanced mathematical tools, previously confined to specialized research labs.
DeepSeek-Prover-V2: A New Era in Automated Mathematical Reasoning
The introduction of DeepSeek-Prover-V2 stands as a monumental leap for artificial intelligence in the realm of formal mathematics. Its unparalleled scale and innovative architecture not only elevate the standard of automated theorem proving but also democratize access to advanced mathematical tools, previously confined to specialized research labs.
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Nvidia's New Tool: Transforming 3D Scenes into AI-Generated Images

Nvidia has unveiled a transformative tool that merges 3D modeling with AI-generated imagery, setting a new standard for creators and industries that rely on visual content. The Nvidia AI Blueprint for 3D-Guided Generative AI empowers users to generate high-quality 2D images from 3D scenes, thereby enhancing the efficiency and creativity of various fields.
- The tool integrates Blender with Black Forest Lab's FLUX.1 image generator, enabling users to draft 3D scenes as references for 2D image generation.
- Users can adjust layouts, camera angles, and object placements in the 3D scene, allowing for a significant improvement over traditional text-based image generation.
- The gaming, architecture, and advertising sectors can leverage this tool for developing visual assets, reducing production time, and creating customized campaign visuals, while educational institutions can produce immersive learning materials.
- This innovation in generative AI technology democratizes access to advanced tools and supports the broader vision of the metaverse, although high hardware requirements may limit some users.
Nvidia's New Tool: Transforming 3D Scenes into AI-Generated Images
Nvidia has unveiled a transformative tool that merges 3D modeling with AI-generated imagery, setting a new standard for creators and industries that rely on visual content. The Nvidia AI Blueprint for 3D-Guided Generative AI empowers users to generate high-quality 2D images from 3D scenes, thereby enhancing the efficiency and creativity of various fields.
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Nvidia's New Tool: Transforming 3D Scenes into AI-Generated Images
Nvidia's New Tool: Transforming 3D Scenes into AI-Generated Images
Nvidia, a global leader in artificial intelligence (AI) and graphics processing technologies, has launched a groundbreaking tool that bridges the gap between 3D modeling and AI-generated




