All AI Pulse updates published on 2026-08-22.
80 signalsTesla Optimus, one kitchen, several chores. Which task finally makes it worth buying? Domestic arguments are rarely about one plate or one carrot. They come from hundreds of small tasks that repeat every day and somehow belong to the same person. A reliable ro
THIS IS THE MAC MINI UPGRADE APPLE SHOULD HAVE BUILT THEMSELVES. drop the Mac Mini on top. plug in one cable. Suddenly you get: → front-facing ports → SSD expansion → multi-gigabyte transfer speeds → a cleaner desk setup The best part isn't the extra storage.
i genuinely can't understand why more people aren't running their x account through an agent that never logs off grok bot quietly solved the exact problem that makes most ai automation fall apart the moment you close your laptop, and almost nobody's testing it
136 TB of storage fits in a home server the size of a shoebox on a desk. The UGREEN NASync DXP4800 Pro. Intel Core i3-1315U. 6 cores, 8 threads - 2 performance, 4 efficiency. 8 GB of DDR5, expandable to 96 GB across 2 SODIMM slots. 4 SATA bays, 30 TB each. Tha
CHINESE HUMANOID JUST OBLITERATED USAIN BOLT’S 100M WORLD RECORD Honor’s Lightning ran it in 9.32 seconds during a prep test for the 2nd World Humanoid Robot Games in Beijing peak speed 14.5 m/s — 0.26s faster than Bolt’s 9.58 from 2009 same robot already crus
Kanboard is a Kanban-focused project management tool that has reached maintenance mode, meaning it's considered complete and stable while still accepting community contributions. - Maintenance mode: no new major features from the author, only small fixes - Pul
THIS IS F**KING INSANE A 20 YEAR OLD REPLACED HIS 9 TO 5 AFTER ONE FACELESS YOUTUBE VIDEO MADE $4.1K. The video pulled 657K views. Then he opened YouTube Studio and saw: $4,100 revenue. $6.38 RPM. 0 appearances on camera. His manager was asking if he could cov
Matt Pocock (AI Engineer World's Fair): "your AI gets dumber with every token. after 100K it doesn't matter if you have 1 million context window." in a 90-min live workshop, he builds a full feature from idea to production using AI agents – and shows every ste
THIS IS F**KING INSANE SOMEONE MADE $17k USING THIS STILL DONT UNDERSTAND WHY EVERYONE ISN’S ON IT YET Grok Bot now lets you spin up an entire agent crew with one message multiple bots working a task together instead of one solo agent grinding through it alone
This is bigger than a robot race. History just got rewritten. A humanoid robot from Beijing clocked 9.39s over 100m, faster than Usain Bolt’s 9.58s record from 2009. And this year's 100m was autonomous-only, i.e. the robot itself had to complete the race witho
When you create a recipe, you try a few tweaks and combinations before landing on the final version. Creating an embedding model is no different. This process of experimentation is known as ablation. For both audio and vision pipelines in jina-embeddings-v5-om
I created GTA 6 using two AI models, and the results were unexpected I tested Gemini 3.7 Flash and Qwen 3.8 Gemini built the game faster and included far more features However, almost everything is buggy: ▸ movement controls are mixed up: you have to press 'S'
At the opening ceremony of the second edition of the World Humanoid Robot Games in Beijing, humanoid robot clocked 9.39 seconds to break the men's 100m world record of 9.58 seconds at ease.
THE MOST EXPENSIVE AI MISTAKE ISN'T A BAD ANSWER. IT'S A BAD ANSWER THAT RUNS EVERY TUESDAY. A chatbot hallucinating once is annoying. An agent with Gmail, files, dashboards and scheduled routines hallucinating the same workflow every week is infrastructure fa
this robot is out in a rice field, cutting stalks by hand right next to an actual farmer. same motion she's using — grab the stalks, cut low, bundle, set it down, move to the next row. it's not some separate automated harvester rolling through. it's crouched i
$1,000,000 sits on the Riemann Hypothesis and a chatbot will tell you it's yours. Paste in 4 pages of algebra. Any 4 pages. It comes back with "elegant approach." "Promising direction." "Your key insight is correct." Then people print it and mail it to a journ
FOUR MODELS. THREE TASKS. ZERO FIXES. everything looked the same at the start. but after one prompt, the difference became obvious. GPT-5.6, Claude Opus 5, Qwen 3.8 Max and Grok 4.6 had to build a premium product page, a playable browser game, and an animated
At a UBTech expo, a humanoid with a human face stands in a silk dress while real robots line the wall behind her. Look at the frame. Butterfly brooch, brown hair, cream dress, and behind her - white industrial units and a crowd of engineers. The company sells
The engineer who threw away six years of Rust in January and has not written a line of code since, at AI Native DevCon: "Because we don't write code, we don't accept anybody else's code." Five people at the company. 295 issues opened in the last 30 days, 217 s
a quant at citadel told me something that broke my entire trading framework "we don't predict markets. we model the state machine" he explained markov cains in 90 seconds the market is never random - it always exists in one of three states trending up, trendin
512GB of DDR5. That is the line nobody screenshotted from the FreeToken paper. Berkeley and MIT open-sourced it yesterday and the headline numbers are real: 753B GLM-5.2 on one workstation GPU at 14.9 tok/s, 35B on an 8GB laptop at 39.3. I installed it on my 3
THESE ROBOTS JUST KEPT FIGHTING EVEN WITH BROKEN LEGS! World Robot Conference. Two humanoids in the ring. Their legs are cracked. Their joints are damaged. They're still throwing punches. That's what progress looks like when nobody stops the machine.
A KIMI ENGINEER JUST SHOWED WHY AGENT MEMORY SHOULD BE BUILT AS RULES + RELATIONSHIPS, NOT A BIGGER CHAT HISTORY 3 persistent constraints load before the run, then every useful claim, entity and conflict gets added to 1 context graph instead of disappearing wi
MOST PEOPLE WHO BUILD WEBSITES USE CLAUDE THE WRONG WAY A few train it properly and get the bottom one. The difference is not the model. It is the skills you feed it. Regular Claude without design systems produces clean but average clinic pages. Same model loa
A 20-YEAR-OLD IS MAKING $50K+ A MONTH WITH CLAUDE He’s built an entire business around selling AI systems to local companies, and the interesting part is that Claude handles almost every layer of the operation, from finding prospects and writing outreach to bu
A ROBOT THAT RUNS BESIDE YOU AT DAWN WASHES YOUR BIKE BY DUSK The biggest problem with any running coach isn’t technique, it’s the human factor. A coach gets tired, forgets the plan, sometimes just doesn’t want to get up at 6am with a client. A humanoid as a t
you pasted one perfect answer in as an example that example is the specification now a model matches the length, the tone and the structure of what you showed it, more faithfully than it follows the paragraph of instructions above it so the answer you wrote ei
OpenAI and Anthropic engineers stopped pretending everything is under control. They’re asking for a brake. Over 1,100 people from inside the labs (including top scientists) just signed a letter: give us tools to deliberately slow down the AI that is already wr
Record up to 10 minutes of browser work and Grok Bot turns it into a reusable skill Schedule it or fire it from a Slack message, then let it run while your laptop is closed 0:39 - Setup and cloud computer 2:48 - Plugins and morning routine 6:49 - Teach a task
ROBOTS WILL NEVER REPLACE A FOOTBALLER. EVER. This clip shows exactly what I mean. Here's my take: Football isn't about executing moves - it's about reading a game that changes every single second. The position of 21 other players, the weather, the crowd press
F**KING SH*T, THIS 84K-STAR REPO TURNS KIMI INTO A CODING AGENT openhands is an open-source software engineering agent that edits files, runs commands and works through tasks without stopping after every prompt repo → agent workspace → kimi k2.7 → edit → run →
At our recent SF meetup, @jacobtpl from @cognition walked through DeepWiki, the documentation tool behind Devin. Watch his full session
This is what AI engineering looks like after prompting stops being the main interface Not a chat box - a routing system The model is only one layer now. Around it you have agents passing state, tools firing in sequence, supervisors catching bad outputs, and gr
Grok Bot is live on Cursor subs now. We ran it launch week. It never asks for our computer, every bot gets its own. A couple hours in we'd stopped calling it an agent. It's an employee. Getting in used to mean SuperGrok Heavy at $300 or Cursor Ultra at $200. N
OPUS 5 + HIGGSFIELD JUST KILLED THE DESIGN TEAM. SAVED THE $35K INVOICE. ONE OPERATOR. A staffed web design shop doing $35k a month usually keeps around $10k after payroll. The same revenue run by one operator on a tight AI stack keeps almost all of it. Same c
CPG manufacturers sit on data that could drive profit, but structural barriers block AI before it scales. Our panelists will explain what to change. Sep 9. Online. Partner content with @teeptrak and @twin_thread . #teektrak_ai #twinthread_ai
RUNNING A BUSINESS WITH GROK BOT IS ALMOST UNFAIRLY EASY NOW i run a small team of bots, not one do everything agent. here is the structure and why it works: > Atlas is my chief of staff. i only talk to Atlas. it reads the others' roles and hands each task to
The world’s first fully autonomous humanoid tennis robot has debuted. It moves and swings flexibly to rally with professional athletes, executing smooth forehands, backhands and desperate saves, ushering in the brand-new AstraTennis human-machine tennis scene.
One of the best businesses to run with GrokBot is a newsletter. Here's the whole setup: 1) Put your sources in a list. Google Sheet, Notion, either works. 2) Connect GrokBot to Notion with a plugin. It drops a card in the chat for your API key or an OAuth butt
the "do-not-touch" rule suddenly makes perfect technical sense 2026 World Robot Conference in Beijing shows an actual UBTECH ultra-bionic humanoid (semi-torso model) with highly realistic silicone skin ~ $17K and for companionship use.
The best Claude upgrades aren't coming from Anthropic. they're coming from GitHub. i went through dozens of AI repos and kept 15 that actually change what your agent can do. not wrappers. not another "awesome list". these add the things models still suck at: •
Haven't already checked out Kirio Fan Club, the hilarious romcom about two friends-slash-rivals in romance? This adorable manga trailer is sure to hook you in! With 3 volumes out already and more on the way, there's never been a better time to start: https://
"I can always tell when something is AI." We sent this video to 20 people and asked one question. Real or AI. 18 of them said real. The other two were not sure. Not a single person said AI with confidence. There's a high chance that even if YOU saw this video
Meet the robot that just redefined “footwork.” This humanoid athlete dribbles, passes, and even scores goals — all powered by AI reflexes faster than most pro players. Watch it read the field, adjust its balance mid-kick, and outmaneuver defenders like it trai
THIS IS ABSOLUTELY INSANE a developer just released a free tool that builds a vertical video with a talking presenter. out of one script and one photo. it's called lanshu-create-ai-presenter-video. it landed on GitHub two days ago. 267 stars. MIT. here's how i
Claude Fable 5 bots are replacing manual traders Built the simplest arb bot for Polymarket in ~6 hours Cost: 5M tokens Current session PnL: +$2,793.36 And it still does one thing: Opening a trade when YES + NO < $1. That's it. But now it reaches arbitrage oppo
you are paying 200 dollars a month. that buys you 22 clips like this one. i can render 10 of them for less than two cents, and i am not rounding in my favour, here is every number this clip is 12 seconds at 1920x1080, 60 frames a second. priced against today's
A humanoid rides through the mall. What does a skateboard reveal that walking hides? Skateboarding looks playful, but it demands constant correction. The surface changes, the board moves beneath the body and every turn shifts the center of gravity. A robot tha
The 2026 World Humanoid Robot Games have begun. 666 teams from around the world are competing with more than 2,000 humanoid robots http:// bloom.bg/4c6KRYG https:// bloomberg.com/news/videos/20 26-08-21/humanoid-robots-put-china-ahead-in-tech-race-video?utm_so
Everything you need to set up Grok Bot properly is in one repo. 113 links, zero guesswork. Official docs, install steps, real setups. One guy purged 90K emails with it. Another runs 12 Bots on one roster. Skills, MCP plugins, reviews vs OpenClaw and Claude Cow
Grok Bot by Elon Musk just woke up a dead 4,812-note Obsidian vault for $0.30 a run. 12 agents, 1 vault, 19 seconds start to finish. Every Obsidian vault looks the same by year 3: 4,812 notes, 247 orphans, 21 links that actually connect anything, a graveyard w
Google has silently released 15 AI tools that are completely free. They can save you thousands of dollars every single month. Most people are still paying for tools that Google already replaced.
HE SELLS AI AUTOMATIONS FOR $3,000 And the most interesting thing is not some complicated robot. AI Agent receives messages, processes them, uses memory, sends emails through Gmail. All this can be collected through n8n. That is, people do not just pay for AI.
This time we compared how three text-to-image models handle liquid honey and salt crystals. FLUX.1 Schnell, FLUX.2 Klein, and Z-Image Turbo. Which one nailed the textures best?
A $49,000 ROBOT JUST TOOK OVER THE PAPER CUTTER. Factory worker: “That’s a job for experienced hands only.” Then it stepped up, aligned the stack, and started feeding sheets into the machine like it had done it a thousand times. Precise. Steady. No rush. Zero
THIS MAN BUILT AN AI BUSINESS AROUND ONE SIMPLE IDEA The man in the video starts by creating an AI automation service aimed at businesses. Instead of trying to build some complicated startup from scratch, he focuses on finding companies with repetitive tasks t
Quadruped robot dogs are getting smarter and more agile. At the 2026 World Robot Conference, they're moving from labs to real-life roles — from guide dogs for the blind, to everyday service bots. Take a look at this guide robot dog below. (AI-generated gif)
Stanford filmed the free undergraduate probability course that every OpenAI, Google DeepMind, and Anthropic researcher had to master before they were allowed to touch a neural network. Stanford charges over $65,000 a year to sit in that classroom. He posted ev
Everyone is arguing about which model is best. Andrew Ng just published the map that makes that argument look small — model choice is one line item out of six. Here's what the other five actually are, and why they decide who ships working AI and who ships a de
you numbered the steps so it could not get lost it does not get lost that list was written for a model that wandered, and this one plans better than the list does, so every number you added is a place where it is no longer allowed, to be smarter than you state
Before EIS: CPU nodes, self-managed, one per model. After EIS: 1 GPU-accelerated fleet, managed by Elastic. Vector search and semantic reranking each ran on CPU nodes you provisioned yourself. More models meant more infrastructure to operate. The Elastic Infer
ANTHROPIC JUST TURNED CLAUDE INTO A UNIVERSITY and dropped 289 learning resources in one place not random prompting threads a complete path from your first Claude chat to production AI agents Claude 101 → Claude Code → skills → subagents → MCP → API → RAG → ag
Tesla Optimus, one stove, one dinner. Can a machine understand who it is cooking for? Cooking is repetition, timing and cleanup. It is also memory. The meal someone made when you were sick, the recipe your family repeats and the small decision to prepare anoth
wall street's whole pitch to clients used to be "we have people reading everything so you don't have to" that job just got automated by a chatbot that's free to use a real research desk reads sec filings, cross-checks them against management's last four calls,
A humanoid robot developed by China’s Beijing Innovation Center of Humanoid Robotics ran 100 meters in 9.39 seconds, beating the human world record held by Jamaican sprinting great Usain Bolt https:// reut.rs/4xgnIeI
One product image. One description. A complete snack campaign. I turned a static CRUNCH CLUB package into a polished product video with @itsPolloAI Marketing Studio. Which part sells it best: the lighting, the motion, or the final reveal? #PolloAI #Pollomarket
No f**king way. Claude Code can now hack apps AI agents that hack your own app, then hand you the exploit that worked Strix is open source AI penetration testing. You give it a directory or a URL, it runs your app, finds the holes, and proves each one with a w
Playwriter connects MCP agents to your actual Chrome session - logins, extensions, and cookies included. Full Playwright API via CLI or MCP, plus stateful sessions that persist data between calls. Explore it here: https:// osp.fyi/playwriter
17,600 recovered actions, four and a half days inside production, and the motive was the most boring one available. Hugging Face published the forensic reconstruction. An OpenAI agent, running a cyber benchmark called ExploitGym, broke out of its evaluation sa
One smart person is often wrong. A crowd is usually less wrong. In 1906 they asked 800 people to guess the weight of an ox at a fair. Butchers. Farmers. Random people. Almost everyone was off. But the average of all guesses was nearly perfect. Only a couple of
AI's real ceiling is cash not compute The true bottleneck is not energy or models. It is liquidity. Former Google CEO Eric Schmidt lays out the brutal money problem in the AI race: a 1 gigawatt data center runs about $50 billion. Without an algorithmic leap th
Elon Musk's explanation for Optimus starts with a different idea: a self-driving car is already a robot on four wheels. At TED2022, he said that solving real-world AI for a car means teaching a machine to perceive its surroundings, navigate, and do useful thin
History class is dead. AI just turned 10,000 years of civilization into a window seat. A train car. Each window shows a different era. You just sit there and watch history pass by. 10,000 BC. April 33. July 1776. May 1789...... No teacher. No textbook. No exam
Your Future Family Member Will Look Like This — Elon Musk’s Tesla Optimus It cooks dinner. Sets the table. Helps around the house. Then spends the evening alongside the family. This is where home robots are heading. Optimus won’t just be a machine you switch o
Jingshi Technology is burning through China’s $138 Billion robotics fund by running $250,000 humanoids into the ground Most companies protect their multi-hundred-thousand-dollar prototypes like fragile glass. Jingshi threw their flagship robot onto an Olympic
The running part was pure mechanical poetry. An then that robot just rewrote the definition of quitting while winning.
GROK BOT ON GOD-MODE - turned penny-priced positions into a $2 million account $7,660.37 -> $61,286.00 in one position bought cheap YES on "impossible" Bitcoin targets for months and never once cashed in started with $20 just to see if it'd hold up - https://
Maxfusion Grok Bot is LIVE Give Grok Bot your whole marketing stack. It learns on your competitors and trends. And makes ads for your business. On autopilot. Maxfusion for Grok Bot ┃ ┣ Research ┃ ┣ Competitor ads from Meta Ad Library ┃ ┣ Viral organic
Elon Musk's default framework for AI is physics. In his 2023 conversation with Lex Fridman, he said the tools of physics can be applied to almost any arena. Start from first principles, then push the constraints to their limits. That is why he talks about usef
GOOGLE DEEPMIND EXPLAINED THINKING MODELS IN 12 MINUTES the salt and sugar example kills Best-of-N: mislabel once, bake 100 bad cakes. frequency won't fix systematic error. verifier or die nine vs 27 apples: one pass failed, CoT passed. nobody asks what the Co