All AI Pulse updates published on 2026-07-19.
15 signalsEveryone thinks AI is bottlenecked by compute. The next bottleneck is memory. An NVIDIA H100 delivers around 4 PFLOPS of FP8 compute and 3.35 TB/s of HBM bandwidth. Groq took a completely different approach: 500 MB of on-chip SRAM with 150 TB/s of memory bandw
A TEAM STOPPED PAYING FOR THEIR BEST MODEL ON EVERY SINGLE REQUEST Most teams either lock into one expensive model for everything or bounce between providers with no real logic behind it. An engineer set up routing instead, sending routine scripts to a cheap m
The $10-$15 trillion total addressable market for AI, if it is successful, is actually "terrifying". - The famous "Dean of Valuation", Professor Aswath Damodaran, of NYU Stern School of Business. The reason: AI as a tool is a much smaller market; AI as a repla
Someone created the Hyper Research skill for Claude Code It turns the model into a strong team of researchers that goes through 16 stages of search Here is what the AI agents do: > Break down the task into a topic coverage matrix and conduct deep research > Fi
KIMI K3 ISN'T A CHATBOT, IT'S QUIETLY TURNING INTO A ONE-MODEL STUDIO Moonshot AI's new K3 doesn't just answer you, it does the work, and one clip shows the range it spins up fully playable games from a single prompt it turns a deep research query into a worki
Claude Fable 5 vs. Kimi K3. Both running on the same benchmark via Seedance 2.0. Intentionally pushed them with a 3D voxel environment prompt, but the way they interpreted the complex mechanical layout and internal physics is fascinating. The frontier is movin
A 23-YEAR-OLD GUY FROM SOUTH KOREA CREATED AN AI OFFICE GIRL AND 947 MEN PAID FOR A SUBSCRIPTION TO FOLLOW HER Investment: $170 for AI video generation Subscription price: $8.99 Total revenue: $8,514 The success came from turning a familiar office look into an
AN AI AGENT SYSTEM RUNS AN ENTIRE COMPANY 24/7 - BUT THAT’S JUST THE TIP OF THE ICEBERG I just watched a really well-made video showcasing an AI agent system It features a full “neural cortex” dashboard where every agent is connected and working together in re
A 23-year-old Dev spent $4,699 once and cut $850 in monthly AI costs, and turned 1 desktop box into a business. Everyone talks about better AI models. Almost nobody talks about owning the computer that runs them. Cloud GPUs charge you every hour you think. A l
A GOOGLE AI ENGINEER ACCIDENTALLY LEAKED HIS LOCAL OBSIDIAN KNOWLEDGE VAULT. INSIDE - AN OFFLINE GRAPH EXPANDING ACROSS 18,000 INTERLINKED CLIENT FILES 18,000 knowledge nodes. 11,200 links. $0 cloud token bills opens the OpenClaw workspace. The screen displays
This college student quietly built a $18,700/month clothing brand. Without hiring a team. The video looks like someone packing hoodies. What's actually happening? An AI operating system is running the business. Claude Code writes product pages. Handles custome
holy sh#t, the AI race just went insane someone put GPT-5.6 Sol and Fable 5 head to head — same prompt, one shot each. the task: build a full Subway Surfers clone. both pulled it off. endless runner, traffic dodging, coin pickups, speed ramp — the whole thing.
PEOPLE ARE BUILDING MIND-BLOWING WORLDS WITH KIMI K3 One prompt. One agent swarm. Three hours later: a fully interactive browser-based macOS 27 complete with liquid glass effects, native apps, and a working chess game. Clickable windows, FaceTime pop-ups, the
EVERYONE TOLD ME GLM-5.2 WAS "JUST ANOTHER OPEN MODEL." I MOVED 80% OF MY STACK TO IT. MY MONTHLY AI BILL DROPPED FROM $1,200 TO $140. This isn't a "test it and see" model. MIT license. 1M context window. I had it running inside my automations the same afterno
SATYA NADELLA JUST NAMED THE ONE ASSET AI CANNOT COPY. I'VE BEEN BUILDING THE WRONG THING FOR 3 YEARS Microsoft's CEO in a 90-second clip walked through the new AI moat that has nothing to do with the model you use: 00:18 the question every Fortune 500 CEO is