- Forward Future by Matthew Berman
- Posts
- š§āš AI Education Shift, Oracleās Stargate Bet & Cursorās Code Agents
š§āš AI Education Shift, Oracleās Stargate Bet & Cursorās Code Agents
AI reshapes CS education, Oracle bets big on compute, Cursor expands agent tools, Apple eyes OpenAI, Meta forms AGI lab, and Microsoft tackles diagnosis.
šļø YOUR DAILY ROLLUP
Top Stories of the Day

š§āš» Cursor Launches Mobile and Web Agent Access
Cursor now lets users deploy and manage AI coding agents via browser and mobile. Developers can start tasks in natural language, monitor progress, and merge pull requestsāall without opening the IDE. Agents can be launched on the go and picked up later in Cursor. Itās a major step in making AI coding tools more flexible and developer-friendly.
š± Apple May Tap OpenAI or Anthropic for Siri
Apple is weighing a major shift to power Siri with outside AIāeither OpenAIās ChatGPT or Anthropicās Claudeāabandoning its in-house models for cloud-based upgrades. Tests showed third-party tech outperformed Appleās, prompting talks despite internal resistance. The move could reboot Siriās reputation and close the gap with Android AI assistants.
š Meta Unifies AI Efforts Under āSuperintelligence Labsā
Meta is consolidating all AI teams into a new division called Meta Superintelligence Labs, signaling a sharpened focus on building AGI. Alexandr Wang, ex-Scale AI CEO, will lead the unit, alongside Nat Friedman overseeing AI products. The shake-up follows a $14.3B investment and a talent raid on rivals like Google DeepMind and Anthropic.
𧬠Microsoft AI Outperforms Doctors in Complex Diagnoses
Microsoft says its new AI systemāpaired with OpenAIās o3 modelāsurpassed doctors on complex medical cases, solving over 80% of diagnostic challenges versus just 20% for physicians. The AI mimics a panel of specialists, asking questions and ordering tests to reach conclusions. Though not clinic-ready, Microsoft calls it a āpath to medical superintelligence.ā
Enjoying Forward Future? Send this email to a friendā
itās one of the best ways to help us grow.
āļø POWERED BY AUGMENT CODE
Donāt Ship Vibes to Production

Augment Code is the only AI assistant built for real engineering teams. It ingests your entire repoāmillions of lines, tens of thousands of filesāso every suggestion lands in context and keeps you in flow.
Donāt hire an AI for vibesāget the agent that knows you and your codebase best.
Start your 14-day free trial at AugmentCode.com
š EDUCATION
Computer Science Education Shifts Focus from Coding to Critical Thinking

Generative AI is forcing universities to rethink what it means to teach computer science. At institutions like Carnegie Mellon, faculty are exploring a pivot from traditional coding instruction to emphasizing computational thinking and AI literacyāskills like breaking down problems, evaluating AI outputs, and understanding societal impacts.
With tools like ChatGPT automating basic programming, and entry-level tech jobs dwindling, educators want students to become savvy AI collaborators, not just coders. A National Science Foundation initiative, Level Up AI, is working to standardize this shift. As one student put it, the āgolden ticketā of a CS degree now requires more than codeāit demands strategy, skepticism, and adaptability. ā Read the full article here.
šļø INFRASTRUCTURE
Oracle Builds AI Heavyweight with Stargate, ByteDance, Hybrid Datacenters

Oracle has quickly become a major force in AI infrastructure by combining bold capital bets, hybrid cloud partnerships, and strategic global plays. Anchored by its $15ā20B, 880MW GPU lease with OpenAI in Abilene, Texasāoften referred to as "Stargate"āand a massive under-the-radar ramp with ByteDance across Asia, Oracle is bridging hyperscaler scale with the agility of Neoclouds.
Its secret weapon: a cost-savvy strategy leveraging ODM servers, low-cost debt, and a high-performance networking stack that delivers a 20% CapEx edge. With over $130B in cloud contracts forecasted and its ClusterMAX Gold-rated infrastructure, Oracle is outpacing expectationsāand quietly reshaping the AI datacenter map. ā Read the full article here.
š°ļø NEWS
What Else is Happening

š©āš« Gemini Supercharges Google Classroom: Googleās AI tools are now free for educators, offering lesson plans, quizzes, and custom AI āGemsā to boost student learning and teacher creativity.
šļø Congress Eyes AI Regulation Freeze: A GOP-backed bill could block states from regulating AI for 5 years, sparking bipartisan backlash over industry power and consumer protection risks.
šø AI Band Sparks Spotify Backlash: The Velvet Sundown is racking up streamsābut fans suspect itās AI-made, with no real members and surreal album art fueling the controversy.
š EU AI Gigafactory Plan Draws 76 Bids: Europeās $23B push for AI superhubs gets a bigger-than-expected response, with 76 proposals from 16 countries vying to host cutting-edge chip-powered sites.
š» MacBook With iPhone Chip Revealed: Apple is prepping a 13-inch MacBook powered by the A18 Pro chipāits first Mac with an iPhone processorāhinting at a cheaper, colorful lineup in 2026.
š¬ RESEARCH
Global Experts Call for New Governance to Manage GenAIās Risks in Medicine

As generative AI tools like LLMs and GANs race toward integration in healthcare, an international team of researchers warns that current regulatory systems are ill-equipped for the unique risks they pose. Unlike traditional AI, GenAI models are non-deterministic and generalist, challenging existing rules built for narrow, task-specific tools.
The authors highlight a growing gap between GenAIās rapid evolution and the lag in oversightāraising concerns around opaque training data, clinical hallucinations, and emerging unknown risks. Their call: a global governance framework tailored for medicineās AI era. ā Read the full paper here.
š PROMPT OF THE WEEK
Scientific Poster of the Black Hole Anti-Neutronium Generator
Full-page scientific illustration showcasing the intricate design of a theoretical black hole anti-neutronium energy generator. Features precision-engineered diagrams, technical annotations, and speculative physics rendered in black ink on paperāstyled as a high-fidelity scientific poster.
š½ļø VIDEO
New #1 AI Video Model is Here (Beats VEO 3)
Seed Dance 1.0 claims the top spot, outperforming VEO 3 in realism and style. Matt tests both across action, horror, animation, and surreal scenesāwith surprising results. Get the full scoop! š
š§° TOOLBOX
Clearer Notes, Limitless Reading, and Smarter Innovation
šļø AudioPen: Turn messy voice notes into clear, structured textāperfect for brainstorming, meetings, and note-taking on the go.
š IFNovels: Read free novels across genres with an easy online interfaceāno subscriptions, just endless stories on any device.
Ā®ļø PatentPal: AI-driven tool that speeds up patent drafting with smart templates, claim generation, and seamless team collaboration.
šļø FEEDBACK
Help Us Get Better
What did you think of today's newsletter? |
š¤ THE DAILY BYTE
The Real Housewives of Deepfake Detection
Thatās a Wrap!
š°ļø Want more Forward Future? Follow us on X for quick updates, subscribe to our YouTube for deep dives, or add us to your RSS Feed for seamless reading.
Thanks for reading todayās newsletterāsee you next time!
Matthew Berman & The Forward Future Team
š§āš š§āš š§āš š§āš
Reply