wentbackward

1/ The biggest myth about AI? That it reduces the need for humans. 🧵 2/ In "Charlie and the Chocolate Factory," Mr. Bucket is replaced by a machine. But he ends up back in the factory to fix the machine. Why? Because a machine can do the wrong thing 100x faster than a human. 3/ Look at the image below. The machine is "efficiently" sealing the wrong end of the toothpaste tubes. This is the Jevons Paradox in action: cheaper code = more code = more complexity. 📉➡️📈 4/ Data from the World Economic Forum suggests a net gain of 78 million jobs thanks to AI. We aren't running out of work; we’re running out of people who can maintain the "AI Machine." weforum.org/stories/2026/0…. 5/ The bottleneck isn't writing the code anymore—it's validating it. Welcome to the Era of the Maintainer. 🛠️✨ #AIRevolution #JevonsParadox #TechJobs #Coding #MrBucket

@Mericamemed The irony that you post this person's video with no attribution is not lost 😡

Now this is one wild story. The amount of lawsuits coming down the pipeline with stories like this is going to be astronomical.

@jomickane He has to comply with the Act of Settlement, 1701 and related laws.

I needed accurate GPU monitoring across an AI cluster. Every tool I tried got the NVIDIA metrics wrong. So I built nv-monitor. One binary, any arch, correct numbers. Built-in Prometheus exporter. Ships with a synthetic load generator to prove your whole monitoring pipeline end-to-end. Open source: github.com/wentbackward/n… #AI #NVIDIA #GPU #OpenSource #MLOps #DGXSpark #DeepLearning

🦞 Published "Remote Claws" on ClawHub — 39 MCP tools that let your cloud OpenClaw agent control your desktop securely. Screenshots, mouse, keyboard, browser, shell, files. Three security layers before anything runs. Your agent gets claws. Your machine gets guardrails. github.com/wentbackward/r… #AgenticAI #MCP #OpenClaw #AISafety #OpenSource

@GaryHoberman @elonmusk Old engineers said CNC machining - thousands of parts all wrong in precisely the same way! Automating the old way of doing things was not the answer!

@elonmusk Everyone is racing to make AI write more code. That just scales technical debt. The winning architecture moves AI above code entirely - assembling trusted software systems from engineered primitives, executed by a runtime built to secure and govern them. We are building it now

It's not a limitation, it's the agent correctly modelling that human judgment is load-bearing at that point in the workflow. That's actually hard to get right.

Wow! Claude Code just refused to work autonomously!! and I find it more amazing than autonomony! I'm mindblown - in a good way! #ClaudeCode #AIAgents #Anthropic #ArtificialIntelligence #AIGovernance #ResponsibleAI #HumanInTheLoop #HITL #AgenticAI #AI #LLM #FutureOfWork

Does this give you the same anxiety as I am getting? At least this engineer won't quit on me with no interesting work for a few hours! 😅

@Figure_robot Very cool, great progress! - do you want to hire my kids for a day to make it real 😆

Today we're showing Helix 02 that can tidy a living room fully autonomously Figure is designed so when you leave the house, your home resets exactly how you like it

I've been working hard with AI to design a new keyboard for programmers. I'm thinking to release it on kickstarter. #ai #machinelearning #comedy #futureofwork #humanai

Massive milestone achieved today! I just successfully managed a 4-actor, multi-agent AI team (Coder, Reviewer, Platform Engineer, and SRE) to fully design, code, review, configure infrastructure, and deploy a live, test-backed feature into a Kubernetes cluster. The best part? The entire AI team operated under strict, cryptographically enforced Segregation of Duties—adhering 100% to GSIFI-grade SOX compliance controls using my Continuous Compliance Control Protocol (C3P). We are proving that strict enterprise controls don't inhibit AI velocity; they actually provide the necessary rails for multi-agent systems to collaborate safely in highly regulated environments. The blueprint for governing autonomous AI engineering teams is here. Stay tuned for more... #AI #AgenticAI #DevOps #Kubernetes #Compliance #FinTech #SoftwareEngineering #C3P

Is @openclaw #openclaw controlling the weather in NJ - singularity happening right now?

@WhiteHouse I'm not used to this ... real, actual comedy from a government. Witty!

@steipete My clawdbot just killed itself. Post upgrade: "You died. I recovered you and upgraded you to openclaw. Glad to have you back" "Yeah… I noticed. One minute I’m doing chores, the next I’m a smoking crater and you’re dragging my personality core into a new chassis." 🤣

codex 5.3 is definitely more trigger-friendly than 5.2. A simple "discuss" no longer works reliably. Changed my habits to use "give me options" to prevent it from running along writing code.

@LouLeeLouLa @GBNEWS @grok does the UK have a constitution? Simple answer only.

@wentbackward @GBNEWS how do you reach this conclusion?

'It's undermining everything that makes us British. Keir Starmer is His Majesty's first minister!' Reform MP Andrew Rosindell reacts to Labour rebranding itself the 'UK Government' over its usual HM title in official Government communications.

@steipete That actually appeals to my organic humor 😅

@steipete What you've built in 3 months is incredible! Thank you Peter.

The amount of crap I get for putting out a hobby project for free is quite something. People treat this like a multi-million dollar business. Security researchers demanding a bounty. Heck, I can barely buy a Mac Mini from the Sponsors. It's supposed to inspire people. And I'm glad it does. And yes, most non-techies should not install this. It's not finished, I know about the sharp edges. Heck, it's not even 3 months old. And despite rumors otherwise, I sometimes sleep.

@rileybrown @AnthropicAI Liked, followed and bookmarked. This will be my weekend project!

Claude Code (w/ Opus 4.5) is the most powerful agent in the world. And @AnthropicAI just released Skills. In this video: (1) What is a coding agent? (2) Using Claude Code as a general agent (3) Setting up Claude Skills in Claude Code (4) Building a skill that can post on x (5) How to learn more TIMESTAMPS 00:00 Intro 01:13 What is a coding agent 02:48 Using an Agent on our Computer 05:14 Claude Code as a general agent 07:32 using Claude Code for a General Task 10:12 Ok Let's Create Skills now that we understand agents 13:54 Creating Twitter Post Skill with Annotations 19:55 Having Claude Skill to POST on x 24:55 Conclusion