2023-03 → Present
The AI takeoff is happening.
We're measuring it.
Future Shock maps the accelerating trajectory of artificial intelligence — across models, compute, robotics, research, and open source. Updated daily. No hype. No financial advice. Just the signal.
Six Tracking Axes
The dimensions of accelerationModel Capability
Benchmarks, multimodal, agents, context windows, tool use
Compute & Chips
GPU releases, FLOPs/dollar, training clusters, energy
Robotics
Humanoid milestones, autonomous deployments, LLM-driven demos
Research Velocity
arXiv publication rate, breakthrough papers, citation velocity
Open Source
GitHub commit velocity, AI co-authored code, framework growth
Policy
Government action, regulation, defense, trade, AI governance
Latest Signals
Updated dailyJustice Department Reaches Proposed Settlement with ...
“Companies cannot share sensitive data and manipulate AI tools or · algorithms to produce market aligned pricing. That is not only illegal, but exploitative of · Americans’ everyday housing needs. This Department will not stand for it.” · “Corporate landlords have been destabilizing the rental housing market for too long,” said · Deputy Assistant Attorney General Nicole Sarrine of the Justice Department’s Antitrust
OpenAI Open Model Hackathon: Build with gpt-oss, OpenAI’s open weight reasoning models. - Devpost
OpenAI Build Week: Join a global week of building with Codex - Devpost We've detected that you are using an unsupported browser. Please upgrade your browser to Internet Explorer 10 or higher. OpenAI Build Week Jul 13 – 21, 2026 Join hackathon OpenAI Build Week Join a global week of building with Codex Join hackathon Who can participate Above legal age of majority in country of residence Only specific countries/territories included View full rules Submissions open soon View schedule Jul 13 – 21, [Search snippet: Build with gpt-oss, OpenAI’s open weight reasoning models.]
An analysis of 1M+ social media posts from April 24 to June 30: ~25% of longform posts with 250+ words were fully AI-generated; on LinkedIn, the figure was 41% (Max Spero/Pangram Labs)
Max Spero / Pangram Labs : An analysis of 1M+ social media posts from April 24 to June 30: ~25% of longform posts with 250+ words were fully AI-generated; on LinkedIn, the figure was 41% — A first look at analytics from our Pangram Chrome extension — Two months ago, we launched our Chrome extension to help combat the rising slop problem on social media.
OpenAI's head of safety, Johannes Heidecke, is leaving as OpenAI integrates its research and safety teams; Mia Glaese will become VP of research and safety (Maxwell Zeff/Wired)
Maxwell Zeff / Wired : OpenAI's head of safety, Johannes Heidecke, is leaving as OpenAI integrates its research and safety teams; Mia Glaese will become VP of research and safety — Johannes Heidecke's departure comes as OpenAI tries to further integrate its research and safety teams.
Sources detail the Trump admin's heavy-handed intervention to aid Intel, including pushing it to expand local capacity and pressuring Apple to use Intel's fabs (Robbie Whelan/Wall Street Journal)
Robbie Whelan / Wall Street Journal : Sources detail the Trump admin's heavy-handed intervention to aid Intel, including pushing it to expand local capacity and pressuring Apple to use Intel's fabs — The chip maker's business is improving, with government twisting the arms of potential customers and partners including Apple and Nvidia
4 more states require districts to adopt AI policies | K-12 Dive
4 more states require districts to adopt AI policies | K-12 Dive Skip to main content CONTINUE TO SITE ➞ Don't miss tomorrow's K-12 industry news Let K-12 Dive's free newsletter keep you informed, straight from your inbox. Daily Dive M-F Curriculum Weekly Every Wednesday By signing up to receive our newsletter, you agree to our Terms of Use and Privacy Policy . You can unsubscribe at anytime. Informa TechTarget | Higher Ed Dive Explore our brands An Informa TechTarget Publication Search People a
Featured Essays
Durable Future Shock pieces from the newsletter archive: agent coordination, AI infrastructure, security, and the systems around the models.
Capabilities
The Race to AGI
A grounded read on why the AGI race keeps producing worse incentives than the models themselves.
Coordination
The Primer Prediction
A sci-fi lens for agent handoffs, memory, and the fragile little rituals that make autonomy usable.
Agents
When Your Swarm Disagrees
What multi-agent systems reveal when the hard part is not intelligence, but disagreement.
Systems
The Scaffolding Is the Intelligence
Why the boring layers around models often matter more than the model leaderboard headline.
Infrastructure
The Cloud Has a Physical Address
A reminder that AI's abstractions still cash out in land, power, water, chips, and jurisdiction.
Security
The Security Industry Is Solving the Wrong Problem
A cleaner frame for why agentic systems need authority boundaries, not just better vibes around risk.
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