There’s no better way to see the collapse of society than to remove the career prospects, hopes and dreams of its youth
This is f*cking insane. Anthropic CEO Dario Amodei was asked what a kid graduating high school should do now. His answer:
"It will also eliminate jobs, and probably a large number of them"
In 35 seconds, he names who gets hit first: entry-level law, entry-level finance, entry-level consulting
His own prediction: 50% of entry-level white-collar jobs disrupted in 1 to 5 years
Every past disruption gave people time to adapt. He says this one is deeper and coming faster
Prompts → Agents → Harness → Loops → The One Running the AI
His advice: learn to use AI. Using it won't be enough. You need a harness that runs it for you
You can start with repos bellow.
Every repo below is free:
Anthropic's plugins for legal, finance, sales, HR and data work
github.com/anthropics/knowle…
Anthropic's agents for analyst work: models, memos, research notes
github.com/anthropics/financ…
Excel, Word, PowerPoint and PDF skills
github.com/anthropics/skills
Autonomous financial research agent
github.com/virattt/dexter
Deep research agent
github.com/assafelovic/gpt-r…
Full-length research reports
github.com/stanford-oval/sto…
12 principles of agents that actually work
github.com/humanlayer/12-fac…
Batteries-included agent harness
github.com/langchain-ai/deep…
Claude Agent SDK
github.com/anthropics/claude…
Agent memory
github.com/thedotmack/claude…
Autonomous agent loop
github.com/snarktank/ralph
Browser control
github.com/microsoft/playwri…
Claude cookbooks
github.com/anthropics/claude…
Free agents course: 18 lessons
github.com/microsoft/ai-agen…
All of this costs $0
AI won't replace you. Someone with a harness will
95% will keep applying for jobs AI already does, the 5% who build a harness will be the ones running it
Bookmark it and send it to someone just starting their career
Then use the guide below to build your harness before everyone else does ↓
Dr. Nick K retweeted
Time is closing in for a Netanyahu-Trump last roll of the dice
This is the nexus of the Israeli election and the US elections just days ago, writes Alastair Crooke, 6 November 2026
t.me/AlastairCrooke/1306
Dr. Nick K retweeted
Gov has made it almost impossible to avoid folic acid.
Manufacturers and retailers are not helping either @waitrose
What are people with cancer, heart stents, B12 deficiency and those who don't want an increased risk of cancer meant to do?
@Waitrose has closed the door on a customer trying to avoid synthetic folic acid.
After weeks of correspondence (Case 19308882) they wrote:
“Please refer to my email on 20/10, where I advised that we are unable to assist you further on this matter, as all available information has already been shared. Please note that while any further correspondence will be logged on your file, it may not be responded to.”
One slice of fortified bread is fine. Ordinary daily intake of bread + cereal + pie/pastry + biscuits easily exceeds 300–450 μg — well over the 200 μg level previously advised for over-50s because of B12-masking risk.
A substantial part of Waitrose’s core customer base is over 50. They have no system to identify folic-acid-free products and no plan to warn customers about cumulative exposure.
@ClareCraigPath has highlighted the issues with unmetabolised folic acid and the limits of the safety data. Retailers following the mandate still have a duty to consider cumulative effects under the Food Safety Act.
Dr. Nick K retweeted
This is CENTCOM inviting Iran to escalate while the Vice President is attempting to negotiate with the Iranians. This is, as CENTCOM calls it, “policy by CONOP,” when the military finds a way to subvert the White House without blatantly disobeying the President, by taking actions that will ensure a war escalates or perpetuates.
This tactic was implemented over & over again in the War on Terror in Iraq, Syria, Afghanistan, etc. Many Americans died, needlessly.
The Iranians have made it clear that they won’t accept negotiations while under threat of escalation. Iranian leadership has stated there will either be war or there will be peace, but they will not sit idly by and wait for the next attack & they won’t tolerate being slowly strangled by sanctions.
Imposing more sanctions, & publicly broadcasting that we’re imposing more sanctions, is brash provocation.
The midterm results sent a message that the President should find impossible to ignore: the American people do not support this war. We want out. The VP is currently in negotiations to end it, & a new Chief of Staff was chosen under the auspices of helping the President do just that.
CENTCOM announcing this escalation is the military working directly against what President Trump is attempting to accomplish. If the President had any desire to escalate, he’d simply do it. Instead, thankfully it appears he is attempting more diplomacy, and CENTCOM must support that.
It’s become abundantly clear that the President needs to install a new national security team, one that’s not tied to starting the war and that can instead end it. To do that, he needs people who can & will get the national security state under control, not submit to it.
Dr. Nick K retweeted
By aligning itself with the uniparty on the Ukraine war, @reformparty_uk has abandoned its claim to put Britain first. It has also crippled its ability to fix this country's problems should it gain power. @Nigel_Farage is morphing his party into cheeky chappie @Conservatives.
Oh…how to understand this?
So the President has ravaged the global economy, bombed schools girls, obliterated all the US bases in the Middle East, debated the oil and gas industry in the Middle East, and taken the world to the edge of nuclear war on the pretext that Iran can’t have nuclear weapons that the US doesn’t know it has?
WTF! Netanyahu turned the US Presidency into his cuck. Two years ago this level of stupidity would have been unimaginable
Rewards for Justice is offering a reward of up to $20 million and possible relocation for information about Iran’s nuclear program, including its facilities, equipment, and associated personnel, such as those in the scientific community, or the movement of any of the above.
Submit a tip: rewardsforjustice.net/reward…
Dr. Nick K retweeted
On 13th December 2026, folic acid will be mandated in non-wholemeal flour in UK including imported and organic flour.
On 14th December 2026, the House of Commons will debate that unethical and unsafe law.
Dr. Nick K retweeted
People of my generation should be very careful when they're crowing about sending young men to war against Russia, Iran or whoever else.
Our lifetimes have been almost entirely peaceful - we have not had to watch an entire generation of young men marched off to fight and die in a foreign land.
We have been blessed with peace.
Yet some of the loudest voices demanding conscription or the dropping of bombs are men who will never be asked to fight. They have profited from that peace, lived comfortable lives from that peace.
It's very easy to be brave with somebody else's blood on the line.
There are circumstances in which our nation must fight, but our aim must be to give young men a reason to believe in that fight, to give them a Britain worth defending.
Because millions of young white men are looking at a system that hates them, that has made them strangers in their own towns, that has decimated their industry?
Why on earth would they bleed for that?
I agree.
Our establishment has spent years alienating young white men and now they suddenly remember their value when they need those lads to fight their wars.
Restore Britain's duty is to give these young men a country worth fighting for, certainly NOT another endless foreign war to die in.
Dr. Nick K retweeted
Is this a joke?
The EU wants the UK to put tariffs on Chinese EVs and Steel in the Reset agreement using WTO GATT rules, but it also wants the UK to dynamically align with its's SPS rules which are against the WTO's CODEX rules.
Talk about cherry-picking!
catherinemcbride.substack.co…
No cherry-picking. No special treatment.
The door is open. This time, it’s meant for coming in, not walking out.
There is so much to do together to face global challenges🇪🇺🇬🇧
#Brexit
Dr. Nick K retweeted
He never apologised for what he said, he only apologised for his tone. I unfollowed him after the first time.
True colours. Like the scamdemic all over again.
We're all 'cowards who are scared of jabs'. We don't care about labels.
Surely not again‼️
How thick do you have to be to speak like this on national television? Seriously?
Imagine calling people cowards and traitors because they won’t fight in a completely avoidable war of choice, to benefit central banking elites and the military industrial complex, for a Government that cares nothing for representative democracy in the UK, the welfare of its citizens, or its borders and sovereignty.
Dr. Nick K retweeted
ANOTHER RED FLAG FLASHING🔴...
I gave my followers a date. Iraq just published it as an airspace order.... I was 4 days ahead of the gov of Iraq.
I told you the United States would move on Iran around the 7th of November Tehran time, which is still the 6th in Washington, the first weekend after the vote.
Iraq has now issued a NOTAM closing its airspace for "military operations" from 7 to 11 November, daily between 0500 and 1100 UTC, with mandatory corridors over Baghdad, Erbil, Sulaimaniyah and Kirkuk allowing the American and Israeli airforces unhindered access because the Americans are in charge of Iraqi airspace anyways...
A NOTAM is hard infrastructure. It is a government clearing its own sky so that friendly aircraft have lanes and everyone else is warned off.
States do NOT close their airspace for combat operations that are not coming given the disruption and economic implications.
This is the most concrete RED FLAG and pre-strike SIGNAL there is, and it carries the exact dates I named.
And it does not arrive alone.
The carrier rotation and the finished election were already pointing at these same days, and now Iraq has published an airspace order that falls on them too. That convergence is a schedule.
The hour says the rest. The restriction opens in the pre-dawn dark, the same early-morning window the war opened in on 28 February. They are using the same clock that worked the first time.
The structure was always going to pick the date. The politics only decided it would wait until the vote was behind them and their allies (The French, British, Pakistani, Turkish, and Egyptian military) were in position in Saudi Arabia.
The carrier has to sail and the ballot has to be counted, and both of those closed this week.
My window was 6 to 7 November. Iraq just published the same one.
See full analysis below.
𝗦𝗜𝗚𝗡𝗔𝗟, 𝗡𝗢𝗧 𝗡𝗢𝗜𝗦𝗘!
Dr. Nick K retweeted
"Farage had one job. He failed."
Damning by Cummings
Everybody is thinking this now
Totally memory holed including by the most pathological force in British politics for a century, the Tory Party.
Moronic NPC Kemi-kasi described the Single Market as 'a free trade area' showing how her laziness and extreme uselessness means the entire Brexit debate for a decade passed her by in entirety. She was programmed by pre-2016 EU software and never got the NPC update patch.
She was a clown minister who Sir Humphry easily tricked on everything they cared about - a perfect representative of the Tories for 30 years.
She says the Boriswave happened because she and other Tory ministers "didn't notice" the numbers - DIRECT QUOTE!!
No wonder 'morale has never been higher' in rancid Tory world and the Idiocracy tells you she's a serious character you shd trust.
And if tempted to think Farage can turn things round... Remember, most voters have NO IDEA HOW MANY MILLIONS THE BORISWAVE WAS.
SW1 has persuaded itself the public OVERestimate immigration but they massively UNDER estimate it. SW1 lives in a parallel world as always (and this is getting worse as the information ecosystem fragments, if you depend on Bluesky you wouldnt know 3rd generation migrants are torching France, youd think 'the real story' is white racism and it's 'smart politics for Burnham to rejoin without a referendum' etc).
I described this in February and said - one simple goal for 'the right' is to communicate the numbers on the Boriswave, if you do this politics will change a lot.
But 'the right' is such a farce the entire ecosystem has failed to do this ONE crucial thing. And you think they could deal with Sir Humphrey???!
For 30 years, 'the right' has been total losers on campaigning and FOCUS. The Right is exactly like MPs generally: 100% inability to FOCUS on anything, 100% toddler attention span on whatever is leading 'the news'.
Farage had one job. He failed.
Escaping our nightmare requires new political leadership + new team + new campaign machine + new story facing the reality of our world and the reality of the electoral dynamics, info ecosystem etc. It is laughable to think Kemi-kasi or Farage could do this, they will both just bounce from studio to studio as pure NPCs...
New blog explains, link below
Dr. Nick K retweeted
Trump is a political genius. He accomplished the impossible, defeating BOTH duopoly parties. Then, this political genius, for no obvious reason, torched his presidency and legacy over a war the public didn’t want. That’s surprising. Why on Earth would he do that?
Maybe the world looked very different from inside the Truman Show bubble constructed around him. After rapid success in Venezuela and “the 12 Day War” he may have been lead to believe he had the power to fix Iran, cheaply and quickly, and walk away a hero. That would explain it. But it would have required those opposed to the plan, people who knew better and were willing to say so, to be removed from his inner circle.
Tucker could be shoved aside, but Charlie was a problem. Shoving Charlie out would have turned TPUSA into a powerful adversary. Bad move. But fate took care of that when Tyler Robinson, acting alone, killed Charlie for unrelated reasons. And here we are, Trump’s insurgency dead at midterms with the race-bating Marxists headed back to power.
This clip with @TuckerCarlson is from March. It’s hard for me not to look at the midterm results with this hypothesis in mind.
Dr. Nick K retweeted
The British government says in the Supreme Court that those thousands of pensioners being arrested for holding placards are criminals and are engaged in terrorist activity.
Dr. Nick K retweeted
Bill Gates talks about overpopulation. Everyone at the World Economic Forum talks about it. So what would the most effective way to reduce a population actually look like?
It would look like a doctor you treat as a priest, someone you never question. You hand them your baby, and they tell you how many shots to give, one, two, twenty, and you give every one, even while your baby is screaming, because you’ve been trained not to ask what’s in it. If you did ask, the honest answer would be that it doesn’t matter, because your child needs these for school anyway.
That’s control over who lives, who doesn’t, who’s sick and who’s healthy, the moment any of us can be injected with something we have no say over. That’s why they hated a film like Vaxxed. An Inconvenient Study is going to draw even more of that hatred, because it shows people getting sick from these products, and that’s not something they’re willing to let go of.
@dreadematteo
@ULTRAFREEPODCST
Dr. Nick K retweeted
I personally think MAGA is in for one hell of a shock…
They think the Democrats are going to aggressively go after and investigate Trump and his family after taking both House and Senate control…Now, that could happen, but I believe it would be theatrical.
I personally think a deal has been made.
I think that Trump is going to do literally everything in his power to appease the Democrats and you are going to see a kind of “unity” government form that is VERY AGGRESSIVE about moving forward the Technocratic NWO surveillance state, war with Iran, and ultimately the destruction of the Constitutional Republic.
The American people are about to bear an unbelievable authoritarian assault, and it will come from BOTH sides of the aisle.
We will get the “best of both worlds” so to speak…ULTRA Zionism & Bolshevism.
The fact that Jeffries and Kushner met secretly months before the midterms, not only shows that Trump KNEW what was going to happen and more than likely orchestrated the outcome, which is evident by the way he was acting up until the midterms (talking about asses, and striking Iran the night before) but it tells you EVERYTHING you need to know about what the ultimate plan is moving forward…
They will be working TOGETHER.
This was thoroughly PLANNED out, to a tee.
Agenda 2030 & Israel doesn’t care about red or blue.
Bookmark this.
Surely not again‼️
How thick do you have to be to speak like this on national television? Seriously?
Imagine calling people cowards and traitors because they won’t fight in a completely avoidable war of choice, to benefit central banking elites and the military industrial complex, for a Government that cares nothing for representative democracy in the UK, the welfare of its citizens, or its borders and sovereignty.
In the UK, this is called ‘pissing into the wind’
Brits who avoid WW3 call-up could face 'shame' and even employment issues
mirror.co.uk/news/uk-news/ww…
Readers added context they thought people might want to know
The UK has relied on volunteer armed forces since 1963 and has no conscription plans. On 15 September 2026, defence minister Lord Coaker told Parliament: "This Government has no current plans for compulsory military service." preparedbritain.co.uk/guides/is-the-…
Dr. Nick K retweeted
Totally memory holed including by the most pathological force in British politics for a century, the Tory Party.
Moronic NPC Kemi-kasi described the Single Market as 'a free trade area' showing how her laziness and extreme uselessness means the entire Brexit debate for a decade passed her by in entirety. She was programmed by pre-2016 EU software and never got the NPC update patch.
She was a clown minister who Sir Humphry easily tricked on everything they cared about - a perfect representative of the Tories for 30 years.
She says the Boriswave happened because she and other Tory ministers "didn't notice" the numbers - DIRECT QUOTE!!
No wonder 'morale has never been higher' in rancid Tory world and the Idiocracy tells you she's a serious character you shd trust.
And if tempted to think Farage can turn things round... Remember, most voters have NO IDEA HOW MANY MILLIONS THE BORISWAVE WAS.
SW1 has persuaded itself the public OVERestimate immigration but they massively UNDER estimate it. SW1 lives in a parallel world as always (and this is getting worse as the information ecosystem fragments, if you depend on Bluesky you wouldnt know 3rd generation migrants are torching France, youd think 'the real story' is white racism and it's 'smart politics for Burnham to rejoin without a referendum' etc).
I described this in February and said - one simple goal for 'the right' is to communicate the numbers on the Boriswave, if you do this politics will change a lot.
But 'the right' is such a farce the entire ecosystem has failed to do this ONE crucial thing. And you think they could deal with Sir Humphrey???!
For 30 years, 'the right' has been total losers on campaigning and FOCUS. The Right is exactly like MPs generally: 100% inability to FOCUS on anything, 100% toddler attention span on whatever is leading 'the news'.
Farage had one job. He failed.
Escaping our nightmare requires new political leadership + new team + new campaign machine + new story facing the reality of our world and the reality of the electoral dynamics, info ecosystem etc. It is laughable to think Kemi-kasi or Farage could do this, they will both just bounce from studio to studio as pure NPCs...
New blog explains, link below
