James Chapman

“Truth will ultimately prevail where there is pains to bring it to light.” - George Washington

[marshy @0xMarshy]

This is f*cking insane. Anthropic CEO Dario Amodei was asked what a kid finishing high school should do right now. His answer:

"It will also eliminate jobs, and probably a large number of them"

In under 30 seconds, he names who goes first: entry-level law, entry-level finance, entry-level consulting

His own estimate: 50% of entry-level white-collar jobs disrupted within 1 to 5 years

Every past shift gave people time to adapt. He says this one cuts deeper and hits faster

Prompts → Agents → Harness → Loops → The One Running the AI

His advice: learn AI. But just using it isn't enough. You need a harness that runs it for you

Start with the repos below

All of them are free:

Anthropic's plugins for legal, finance, sales, HR and data teams
https://t.co/eZ3CjB9A7f

Anthropic's analyst agents: models, memos, research notes
https://t.co/WSHj0sgItW

Skills for Excel, Word, PowerPoint and PDF
https://t.co/rdg4DbRtuv

An autonomous agent for financial research
https://t.co/h9L3BgBgWb

Deep research agent
https://t.co/kHqRudJUwI

Long-form research reports, written for you
https://t.co/qhWyfWW541

12 principles behind agents that actually work
https://t.co/80rLmTsyPm

An agent harness with batteries included
https://t.co/MrwP5K6vlp

Claude Agent SDK
https://t.co/FLxRkaADdG

Memory that carries over between sessions
https://t.co/pjjatKaVhC

Autonomous agent loop
https://t.co/qayZ06JigF

Let your agents use a browser
https://t.co/WVxIwusGVD

Claude cookbooks
https://t.co/LoSeOqsu8n

Free 18-lesson course on agents
https://t.co/le9nc5J9hW

Total cost: $0

AI won't take your job. Someone running a harness will

95% will keep applying for jobs AI already does. The 5% who build a harness will be the ones running it

Save it and send it to someone just starting out

Then use the Harness, Loops, Graphs course below to build yours before everyone else does ↓

[whemo @whemohere]

THE "CAVEMAN" TRICK CUT MY GROK BOT'S TOKENS 68%. SAME ANSWERS. IT JUST STOPPED TALKING TO ITSELF IN FULL SENTENCES

most of what an agent spends isn't the answer. it's the notes it writes to itself before the answer

before:
"okay, so i need to look through the inbox. let me start by reading each new email carefully. the first one appears to be an invoice…"
1,840 tokens

caveman:
"inbox. 2 new. invoice → finance. sam asks time → reply 3pm. done."
410 tokens

the rule i saved to memory, one line:
"think in short words. no full sentences to yourself. replies to me stay normal."

across 6 bots:
→ 3.4M tokens a month became 1.1M
→ 0 answers changed
→ research and inbox dropped the most

the setup is in the article below ↓

[Magic Feathers @ Broken Truth @BrokenTruthTV]

6 Years in Captivity with No Trial. The Targeting of Crypto Legend Joby Weeks: US Lawfare In Action (a thread)🧵
Please like and share!
1. Joby Weeks, an early Bitcoin advocate and promoter from Colorado, became involved with BitClub Network (BCN), a Bitcoin mining cooperative active from 2014 to 2019. Prosecutors labeled it a $722 million Ponzi scheme, charging him with fraud-related offenses. In this exclusive BrokenTruthTV interview with Week, under house arrest but allowed to be at a hospital for the birth of his son, documents the strange background of his federal targeting.

[James Chapman @jamesachapman]

@Outdoctrination What's the best bramdnof oral vitamin C

[James Chapman @jamesachapman]

@melissa72661635 @realBacklash @DrJackKruse Exactly

[James Chapman @jamesachapman]

@HealthRanger 20th Century christianity was infected by the Scofield Bible which created the modern Christian zionist ideology.

[James Chapman @jamesachapman]

@scotti_brooks Dispenza is a ramtha fraud. Claiming to be a neuroscientist when he's just a washed up chiropractor, bilking millions with his bs sophistery.

[James Chapman @jamesachapman]

@cleanwithmike He's not a "nero scientist". He's a chriopractor that used his "dr." to claim something he isn't. Part of the "Ramtha School of Enlightenment" cult.

[James Chapman @jamesachapman]

@ea_yusi I don't see what was wrong with what he did, other than tell a few lies. The model is brilliant, and his teaching, wherever it came from, was sound.

[James Chapman @jamesachapman]

@AnjanKatta I saw you on Danny Jones - absolutely revolutionary! Ordering mine today. I need to connect you with my friend @asheem. He will be able to help you help you move this project forward in many of the other applications you describe.

[James Chapman @jamesachapman]

@DrJackKruse Do incadescent red lights, such chicken lights that provide heat, offer the right spectrum of red light?

[James Chapman @jamesachapman]

Nothing new to see here folks. This mental technology has been perfected and mass produced. It's been rebranded as the Trusted Brain Initiative.

[Redpill Drifter @RedpillDrifter]

MKULTRA 🦋 MANCHURIAN CANDIDATES AND MIND CONTROL SEX SLAVES

Manchurian candidates who are placed in society to infiltrate and sway public opinion and by carrying out specific orders, or are used as sex slaves and trafficked globally.

Jay Myers Documentary

[James Chapman @jamesachapman]

@celestialbe1ng Livin on Red Bull and candy floss while I search for someone to give me 5 more kids! 😆🤔

[Dom Lucre | Breaker of Narratives @dom_lucre]

🔥🚨BREAKING NEWS: Clone Robotics just released footage of the world’s first bipedal, musculoskeletal android.

Clone is manufacturing only 279 units of the limited edition Clone Alpha. These are muscuskeletal androids designed for the home with the Telekinesis training platform to attempt to teach the Clone new skills.

Pre-installed skills
•Memorizes your clean home layout
•Memorizes your kitchen inventory
•Capable of witty dialogue
•Shakes hands with your friends
•Pours drinks for you
•Makes you sandwiches
•Washes, dries, and folds your clothes
•Vacuums your floors
•Turns the lights on and off
•Sets the dining table
•Loads and unloads the dishwasher
•Follows you around
•Holds items for you
•Retrieves items for you
•Charges itself
•Equipped with the Telekinesis training platform to let you teach your Clone Alpha new skills.

[James Chapman @jamesachapman]

@celestialbe1ng I do think I love you. Little glowing stick figures make me want to get my punk rock band back together.

[James Chapman @jamesachapman]

@morpheuswhale Done

[The Dollar Vigilante @DollarVigilante]

X is a Ministry of Truth for the New World Order, where there is only free speech for Elon, and not for you. #FreeSpeech

[James Chapman @jamesachapman]

@DollarVigilante I flippin love you brother. Keep sharing your video game hacks!

[James Chapman @jamesachapman]

@elonmusk Ron Paul always says that inflation is the "hidden tax". This is an excellent explanation of why. It's literally "inflating" the supply of money. Fractional reserve banking, which he doesn't mention, only exacerbates the problem.