Pulse — Quick Takes for Builders

Let this sink in: Goldman Sachs projects $7.6 TRILLION in AI capital spending between 2026 and 2031. 💸 For context, that's nearly a quarter of annual US GDP, about 1.4x Germany's entire economy, and more than the world spent building the internet across the '90s and 2000s — com…

This reframes the whole 'will AI take dev jobs' debate: 80% of the code merged into Anthropic's own production codebase is now written by Claude. 🤯 The humans didn't disappear — their job changed. The typical engineer ships ~8x more code per day than in 2024, directing and revi…

Hot take: most teams are one government order away from an outage they can't fix. 🧠 Last week a frontier AI model was pulled fully offline — and every product wired to that one hosted endpoint just stopped thinking. Devs are now moving to open-weight models they run on their o…

A robot just did what no machine had: beat professional table tennis players. Sony AI's Project Ace made the cover of Nature. Why it matters more than a highlight reel: the physical world is HARD for AI. Ace uses 9 high-speed cameras + reinforcement learning to return 450 rad/s…

We're crossing a line with AI agents. NVIDIA + ServiceNow just unveiled Project Arc: a 'self-evolving' agent that lives ON your desktop. It opens your terminal, reads your files, and finishes multi-step work on its own — then improves while you sleep. The headline isn't the age…

Hot take: the AI compute war isn't about GPUs anymore. Meta just signed a multibillion-dollar deal for tens of millions of Amazon Graviton5 cores — not to train models, but to RUN agents. Real-time reasoning, code gen, multi-step tasks: all CPU-hungry work. The lesson? As agent…

An unreleased OpenAI checkpoint called GPT-5.6 "kindle-alpha" just leaked via Codex testing paths — and devs are buzzing. Reported upgrades: a real vision jump (sharper SVGs) and a context window near 1.5M tokens. Polymarket gives 80-89% odds of a launch by June 30. My take: a…

Remember the viral robot backflip clips? China just turned them into a production line. EngineAI (founded 2023) filed for a Hong Kong IPO. Its Shenzhen factory ships one humanoid every 15 minutes, built for 10,000 units/yr — and Unitree, PaXini and Dreame are racing to list too.…

Plot twist: more US businesses now pay for Claude than for ChatGPT. Ramp's AI Index (real spend, 50,000+ firms) puts Anthropic at 41% — now the most-adopted enterprise AI, past OpenAI for the first time. The engine? Claude Code now writes ~4% of all public GitHub commits. Finan…

Reality check for anyone trusting AI on long tasks: A new PNAS Nexus study gave top models the classic Stroop attention test. Short lists: 90%+ accuracy. Long lists: accuracy collapsed toward zero. The lesson isn't 'AI is dumb' — machine attention degrades with length in a way…

ChatGPT just hit 1 BILLION monthly users — the fastest app in history to get there. But the stat nobody's framing: this past year ChatGPT grew ~62%, while Claude grew ~640%. Very different trajectories. Being first made ChatGPT a household name — that war is won. The usage war…

The biggest thing slowing enterprise AI isn't the model — it's procurement. OpenAI just made its frontier models spendable through existing Oracle Cloud credits — no new vendor contract, no six-month approval cycle. Capability is table stakes — distribution is the real moat. W…

Forget the dancing humanoids — the real robotics money is going somewhere practical. Standard Bots raised $200M at a $1B valuation for AI-powered robotic arms, built in the US. Not a viral demo; something factories can deploy this year. The lesson: 'deployable and buyable' beat…

The generic AI assistant is being replaced by specialists. OpenAI just shipped 6 role-specific Codex plugins — from sales and analytics to product design and investment banking — wired into 62 apps with 110 prebuilt skills. Instead of you adapting to a chatbot, the AI shows up…

Open-weight AI just caught the usable frontier. NVIDIA's Nemotron 3 Ultra: 550B params, but only 55B fire per token — near-frontier reasoning without frontier compute bills. Weights and data are public. The humbling part? Best US open model, and still behind China's open releas…