🗞 YOUR DAILY ROLLUP
Top Stories of the Day

🏭 OpenAI, Oracle, SoftBank Add Five New Stargate Sites
OpenAI, Oracle, and SoftBank are adding five new U.S. sites to their Stargate AI infrastructure project, bringing planned capacity to nearly 7 gigawatts and more than $400 billion in investment. The new facilities are expected to create over 25,000 onsite jobs and tens of thousands more indirectly. With this expansion, the consortium is on track to hit its $500 billion, 10-gigawatt target by end of year.
🔗 Figma Lets AI Agents Access Design Code
Figma’s updated MCP server gives AI tools direct, remote access to the code behind designs built in Figma Make. This enables smarter automation by letting AI understand structure—not just visuals. It now works with tools like Anthropic and VS Code, with more integrations coming soon.
🍏 Apple Plans MCP Integration for Smarter On‑Device AI
Apple is adding support for the Model Context Protocol (MCP), enabling on-device AI to handle complex, multi-app tasks. Paired with App Intents and Shortcuts, it could make Siri far more useful—automating emails, searches, and reminders—while keeping user data private.
💥 Tesla Robotaxis Crash Days Into Austin Launch
Tesla’s new robotaxi service in Austin was involved in three crashes within its first ~7,000 miles of operation. The incidents include rear-end collisions during turns, collisions while stopped, and one hit to a stationary object, though fault assignments remain unclear. These early mishaps raise serious concerns about Tesla’s safety compared to rivals as it rolls out autonomous taxis.
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📽 VIDEO
Will AGI Create a Permanent Underclass?
As artificial general intelligence races closer, many in Silicon Valley fear it could lock society into a rigid economic hierarchy—where your future depends not on skill or labor, but on how much compute you own. This video explores the risks of an AGI-driven “permanent underclass,” the role of capital and server farms, and whether solutions like UBI—or human-AI job augmentation—can prevent a future without mobility.
👾 FORWARD FUTURE ORIGINAL
A Day in the Life of a Researcher at Microsoft: Ahmed Awadallah

Meet Ahmed Awadallah, the brain behind Microsoft’s agentic AI systems like AutoGen and Phi-4-reasoning. From 8 AM focus blocks to building the future of AI with synthetic data and multi-agent simulations, Ahmed’s day is packed with deep thinking and deeper tech. His mission? Create AI that can reason, adapt, and actually help—all while making it accessible to everyone.
This post is the third installment in our Day in the Life series spotlighting Microsoft researchers. → Read the full article here.
📈 FINANCE
NVIDIA’s $100 Billion Deal with OpenAI Fuels Growth, and Skepticism

The Recap: NVIDIA has announced a $100 billion investment in OpenAI, designed to fund the purchase of up to 5 million NVIDIA AI chips over the coming years. The agreement would deepen the already tight web of dependencies between NVIDIA, OpenAI, Microsoft, and other tech giants. While investors cheered the deal, some analysts raised red flags about financial circularity, infrastructure bottlenecks, and OpenAI’s growing cash demands.
Highlights:
NVIDIA plans to invest up to $100 billion in OpenAI, funding GPU purchases tied to 10GW of new data-center capacity.
The deal could see OpenAI buy up to 5 million NVIDIA GPUs—roughly NVIDIA’s entire annual output—tightening their strategic interdependence.
Analyst Pierre Ferragu estimates OpenAI would pay 71% in cash and 29% in equity, calling it a financially efficient structure for NVIDIA.
Critics, including Bernstein’s Stacy Rasgon, warn the deal reflects “circular dynamics” and could obscure financial transparency.
OpenAI’s massive infrastructure and spending plans—including a $300 billion deal with Oracle—far outpace its $13 billion annual revenue.
Forward Future Takeaways:
This deal exemplifies the increasingly entangled relationships powering the AI boom—and the risks that come with them. While NVIDIA benefits from locking in demand and entrenching its dominance, OpenAI’s aggressive expansion raises questions about sustainability, infrastructure feasibility, and financial opacity. → Read the full article here. (Paywall)
🦾 AI TRAINING
OpenAI Eyes “Reinforcement Learning Economy” by Watching How You Work

OpenAI is advancing a “Reinforcement Learning Economy,” training AI by watching professionals perform real tasks in real apps. Instead of relying solely on text or static data, the company hires experts to complete workflows that AI models can observe and learn from. These demonstrations—ranging from coding to design—feed into reinforcement learning systems, helping agents master complex, human-like behaviors. It’s a shift from passive learning to active apprenticeship.
While promising, it raises ethical questions around labor, privacy, and data ownership. Still, this approach could accelerate AI’s usefulness across industries—by learning not just what to do, but how people actually do it. → Read the full article here.
🛰 NEWS
What Else is Happening

💸 1X Seeks $1B Funding Round (paywall): The humanoid robot maker is chasing a $10B valuation—over 12× its January mark—as investor appetite for robotics surges.
📟 AI Now Core to Coding Workflows: 90% of devs use AI daily, boosting productivity and code quality—yet many still don’t fully trust its output, revealing a growing reliance with caution.
🏷️ ChatGPT Go Expands to Indonesia: OpenAI’s $4.50/month plan offers boosted usage and memory, aiming to rival Google’s AI Plus as budget AI tools battle for Southeast Asia.
⚡ Microsoft Targets $85B Tech Debt Crisis: New AI tools in GitHub Copilot and Azure cut app upgrade time by 88%, helping enterprises modernize faster and unlock stalled AI innovation.
🚗 BYD Preps for NVIDIA Chip Cutoff: The EV giant says it has a backup plan if U.S.-China tensions disrupt supply, leaning on in-house tech developed during past semiconductor shortages.
🖼️ Google Photos Adds Chat-Style Editing: Android users can now describe edits with text or voice—like “make it better”—as Gemini AI turns photo tweaks into a natural conversation.
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