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Daniel Floyd
@Daniel_Floyd1
Newcastle United FC ⚽
Newcastle Upon Tyne, England
Joined August 2011
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If you think things couldn't get any worse over the horrific murder of Henry Nowak.
It's now been revealed that Hampshire police were going to release a statement warning the public not to talk about it online and paint Henry as the aggressor before Digwa's trial!
Outrageous double-standard!
Today’s question.
Why hasn’t Vickrum Digwa’s brother (Gurpreet Digwa) been arrested and charged with assisting an offender?
This lying POS called 999 and said that Henry attacked his brother and racially abused them both.
At the scene he also told police that Henry had not been stabbed, despite knowing full well that he had been.
So why isn’t this bloke in jail along with his vile brother and mother?
Two convicted. Justice is still missing and more are just as guilty.
They didn't just kill Henry Nowak.
They built a courtroom around his dying body and cast him as the villain.
A staged turban. A fake swollen eye. A stolen phone. A brother on 999 lying while Henry bled. A mother walking away with the murder weapon like she was taking out the bins. A father at the scene. Officers so deep in unconscious bias training they chose a staged hate crime over a dying boy's nine desperate pleas.
This wasn't a stabbing.
It was a production.
And most of the cast walked offstage without a scratch.
Vickrum Digwa. Convicted. 21 years minimum.
His mother Kiran Kaur. Convicted of assisting an offender. Still awaiting sentence.
Now tell me who's at home tonight.
Gurpreet Digwa. The brother. Lied on the 999 call. Named by the judge in open court. Not charged.
The father. Named in court. At the scene. Helped remove the weapon. Not charged.
The officers who handcuffed a dying boy. Six months on. Treated as witnesses. Not suspects.
The system that trained them to hear the word racist and switch off every instinct they had.
Four people built the lie around Henry's body.
A system made it work.
Two are convicted.
The rest are at home.
Henry's father said his family should not have to fight for the truth.
He's right.
We're not done.
Every single one of them belongs in that dock.
Who to follow
The Speaker of the House of Commons, Lindsay Hoyle, has told the Prime Minister to acknowledge the murder of Henry Nowak. The Prime Minister’s Office will now have to issue a statement. It is utterly appalling that Labour has had to be forced to do this.
Beautiful
Gabriel misses his penalty ❌
PSG WIN THE UEFA CHAMPIONS LEAGUE!!! 🏆
📺 TNT Sports & HBO Max
$REI might be one of the most misunderstood AI projects in crypto.
Not because people are bearish.
Because most people are still using the wrong mental model.
They keep asking:
“Is this another LLM?”
“Is this a wrapper?”
“Is this RAG?”
“Is this just cheaper inference?”
“Is this another AI agent token?”
I think the better question is:
What if the missing layer in AI is not a bigger model…
but a system that can learn, revise, recall, forget, adapt and build domain expertise at inference time?
That is the $REI thesis.
And the more I dig, the more obvious it becomes that this is not trying to compete in the same game as most AI projects.
Most of AI right now is stuck in the same loop:
1. Scale the model
2. Add more data
3. Add more compute
4. Add a RAG pipeline
5. Wrap it in an agent UX
6. Call it “memory”
7. Hope the output is useful
That works.
But it does not solve the deepest problems.
It does not solve persistent learning.
It does not solve fragile retrieval.
It does not solve domain-specific cognition.
It does not solve hallucination-prone reasoning.
It does not solve the fact that most “agents” are still stateless language systems with tools bolted on.
It does not solve the fact that enterprise AI needs reliability, continuity and adaptation, not just prettier chat windows.
The entire frontier AI race is becoming a capex war.
Bigger clusters.
More GPUs.
More tokens.
More data centers.
More power.
More subsidy.
More inference burn.
But what if the next major unlock is not only scale?
What if it is architecture?
This is why $REI is interesting.
REI is not positioning Core as “a better chatbot.”
From the way the team talks about it, Core is closer to a self-contained cognition / reasoning layer.
A layer that operates over dynamic knowledge structures.
A layer that can update, revise, decay, retrieve, mutate and reason over what it has learned.
A layer that can start cold, evolve through use and develop domain expertise from experience.
That is a completely different mental model from:
“prompt → model → answer”
The key word is not chat.
The key word is learning.
Most AI products today simulate memory.
REI is trying to build systems that actually form, revise and use knowledge.
That distinction matters.
A normal LLM can answer from weights.
A RAG system can fetch from documents.
But an adaptive reasoning system should be able to build structure around meaning.
It should know that two differently worded things may represent the same concept.
It should know when to preserve exact verbatim detail and when to collapse repeated meaning.
It should know which context matters, how relationships change, and what parts of prior knowledge should be strengthened, weakened or forgotten.
That is where things get interesting.
Because the AI sector is drowning in wrappers.
Everyone can call an API.
Everyone can build an agent UI.
Everyone can add vector search.
Everyone can ship a demo that looks intelligent for 30 seconds.
The hard part is making intelligence persistent.
The hard part is making it reliable.
The hard part is allowing it to improve from use without turning the whole system into an unpredictable mess.
The hard part is giving AI a structure that is not just memory, but evolving conceptual understanding.
That appears to be the direction $REI is taking.
And no, I do not think this means “LLMs are dead.”
Actually, the bullish framing is the opposite.
REI does not need to replace transformers.
It can complete them.
Transformers are extraordinary at language.
They are unbeatable for natural language interfaces right now.
But language is not the whole problem.
A lot of AI’s missing value is not in generating prettier sentences.
It is in:
• persistent domain learning
• adaptive reasoning
• concept formation
• knowledge revision
• inference-time improvement
• memory that is more than retrieval
• systems that become better the more they are used
That is the gap.
And that is why the best framing for $REI is not:
“AI agent coin”
It is:
“cognition layer for AI.”
That is also why the current product surface may not show the full ceiling.
Rei Chat is a human-friendly interface.
But if Core is an engine that does not naturally communicate in human language, then the LLM interface is also a bottleneck.
That is important.
A lot of people judge AI projects by the chat window.
But the chat window is not always the architecture.
Sometimes the interface is the narrowest part of the stack.
If REI Core is doing what the team says it is doing underneath, then the market may be judging the lab by the demo instead of the engine.
That is usually where mispricing lives.
The other thing I like:
The team is not trying to win attention with sloppy benchmark theater.
That matters in AI.
Benchmarks are increasingly gameable, saturated or just not designed for new architectures.
If you claim “learning,” you cannot validate it with the same lazy tests people use for static models.
If you claim a new architecture, you need replication.
If you claim research-grade work, you need external scrutiny.
If you are web3-adjacent, you need even cleaner validation because everyone will assume the worst first.
This is why the slow, stubborn approach is bullish to me.
A team trying to pump would rush.
A team trying to build a defensible research lab has to be careful.
Especially if they are claiming something much bigger than “we made a chatbot.”
Another point most people miss:
REI is not just anti-LLM.
That would be a weak thesis.
The stronger thesis is that REI can become useful to LLMs.
If Core can supply cognition, memory structure, concept revision, learning behavior or better inference strategies, then it does not need the AI market to abandon transformers.
It just needs frontier AI to admit what is already obvious:
language models are powerful, but they are not complete intelligence.
The next wave needs modularity.
The next wave needs memory that is not a gimmick.
The next wave needs systems that learn from usage without constant retraining.
The next wave needs better reasoning over domain-specific knowledge.
The next wave needs reliability.
The next wave needs cognition.
That is the lane.
And if $REI is even directionally right, the upside is not “another crypto AI app.”
The upside is a new category.
The market loves simple narratives:
“AI coin”
“agent coin”
“depin compute”
“GPU play”
“LLM wrapper”
“RAG app”
$REI is harder to explain because it is not a simple narrative.
It sits somewhere between:
• AI research lab
• inference-time learning
• modular cognition
• conceptual memory
• adaptive reasoning
• crypto-native funding
• future tokenized AI infrastructure
That complexity is exactly why most people will miss it until the proof is impossible to ignore.
And yes, the claims are big.
Very big.
That is why the correct stance is not blind faith.
The correct stance is:
watch the releases,
watch the validation,
watch the papers,
watch the product surface,
watch how Core evolves beyond the chat interface,
watch whether credible external people can reproduce or verify the important parts.
But from a thesis perspective?
This is one of the few AI x crypto projects where the bullish case is not “more hype.”
It is “the architecture might actually matter.”
That is rare.
Because the AI sector does not need 500 more chatbots.
It needs systems that can think with context over time.
It needs systems that can learn at inference.
It needs systems that can form domain expertise.
It needs systems that can reason over structure, not just retrieve chunks.
It needs systems that can complement LLMs instead of pretending to replace them overnight.
It needs a layer between raw model output and real-world reliable cognition.
That is why I am paying attention to $REI.
Not because it is loud.
Because it is unusually quiet for something this ambitious.
Not because it is easy to explain.
Because the best early opportunities usually are not.
Not because every claim is already proven.
Because if the claims are validated, the market will not be pricing “another AI token.”
It will be pricing a research lab with a shot at a new AI primitive.
That is a very different game.
My current $REI thesis in one sentence:
The market is looking for the next AI app, while REI is trying to build part of the missing cognition layer underneath the apps.
That is why I think this is worth studying before everyone gets the memo.
NFA. Architecture > hype.
Quote this with the strongest counterexample:
Which AI x crypto project is working on persistent inference-time learning, concept-level memory revision, hypergraph-aware recall, modular cognition and external replication without just being another LLM wrapper?
@0xreitern
@0xreisearch
@rei_labs
Henry Said Please, Brother, I Can't Breathe. Nobody Took The Knee.
Henry Nowak lay bleeding to death in the middle of a Southampton street on December 4th 2025. He had been stabbed four times with an eight inch ceremonial knife by Vickrum Digwa, a man who had told arriving police officers that Henry had racially abused him. The officers believed the lie. They handcuffed the dying eighteen year old, ignored his pleas for help and placed him under arrest. His final words were please, brother, I can't breathe. He was pronounced dead at 12.37am.
Digwa has now been found guilty of murder. His mother hid the murder weapon. His father was at the scene. The prosecutor described the racism accusation as a wicked lie about a dying man. Hampshire and Isle of Wight Constabulary is under investigation by the police watchdog. The deputy chief constable has apologised. Henry Nowak's family will never be the same.
George Floyd died on May 25th 2020. He said I can't breathe as a police officer knelt on his neck. His death triggered global protests, the toppling of statues, a worldwide movement and politicians across the Western world taking the knee in solidarity. Keir Starmer took the knee. Angela Rayner took the knee. Premier League footballers took the knee. Corporate boards issued statements. Institutions commissioned reviews. The machinery of progressive outrage ran at full power for months.
Henry Nowak's final words were the same as George Floyd's. The institutional failure that produced his death was equally documented. The officers who handcuffed him while he bled internally did so because decades of anti-racism training had conditioned them to treat a racism accusation as the primary fact requiring response. His killer knew it and used it. The prosecutor called it his trump card.
No march. No knee. No statement from Starmer. No statement from Rayner. No institutional review of the anti-racism training that produced those officers' response. Elon Musk called it unconscionable and pledged legal action. The political establishment that mobilised for George Floyd has said nothing about Henry Nowak.
The question is not why George Floyd's death mattered. It did and the officer responsible was convicted of murder. The question is why Henry Nowak's death has produced silence from the same people, the same institutions and the same political movement that found their voice so readily in 2020.
The answer is not complicated. George Floyd's death could be made to serve the progressive narrative. Henry Nowak's cannot. His killer deployed the progressive framework, the racism accusation, as the instrument of murder. His case does not vindicate the ideology of anti-racism training. It exposes it. A young man died because the officers sent to save him had been so thoroughly conditioned by that ideology that they handcuffed him on the word of the man who had just stabbed him.
The same long march through the institutions that produced a National Police Chiefs Council declaring structural and institutional discrimination operates at all levels within British policing, a Police Race Action Plan embedding anti-racism training across every force in England and Wales, a Louise Casey report condemning the Metropolitan Police as institutionally racist and a College of Policing that redesigned its entire disciplinary framework around racial sensitivity has produced officers so conditioned by that ideology that they handcuffed a dying eighteen year old boy because his killer said the magic word. The training worked. That is the most disturbing observation of all.
Henry was a soft gentle soul who lit up a room. He was eighteen years old. He said please, brother, I can't breathe. He deserved better than the ideology that killed him and the silence that followed.
"The answer is not complicated. George Floyd's death could be made to serve the progressive narrative. Henry Nowak's cannot."
I have refrained from talking about Henry Nowak so far because I was too angry. I remain too angry.
I'm angry at the scumbag who stabbed an 18-year-old boy to death. Who drove a blade into the back of his legs to stop him from running, then finished him by skewering him through the chest with an 8-inch blade. All while that poor boy tried desperately to escape.
I'm angry that the same scumbag then cried "racism" to cover his tracks, claiming self-defence after pursuing and butchering an innocent boy who just wanted to get home.
I'm angry at the parents who tried to hide the murder weapon and shield their killer son from justice, putting blood loyalty above any sense of right and wrong.
I'm angry at the police who handcuffed a bleeding teenager while he cried "I'm dying" and "I can't breathe," and let him bleed out in the street. All because his attacker cried racism.
I'm angry at the judge who has introduced manslaughter as an alternative verdict before the jury even had a chance to decide. Robbing Henry's family of the proper verdict on what was clearly cold-blooded murder.
I'm angry at a nation that grants religious exemptions so minorities can carry deadly blades in public while locking up natives for far less. A nation that has opened the floodgates to migrants who want us dead and now watches its own young bleed out in the name of "diversity."
I'm angry that we've allowed it to happen.
I'm angry.
Release the bodycam footage.
Justice for Henry Nowak.
🚨BREAKING: Police REFUSE to release Henry Nowak’s chilling Snapchat & bodycam footage.
Victim’s final moments hidden from public amid trial.
Henry bled out AND DIED in cuffs #JusticeForHenry
There were massive international protests over George Floyd and those police involved were severely punished with long prison sentences, yet the police responsible here did not even lose their jobs!
An incredibly unjust double-standard!
Enabling permissionless access for AI agents
@bc1beat is building exactly that with @BlockRunAI
Built on Base with x402
By the way, what a summers graft from this man and his recruitment team…
Since he joined @NUFC he’s;
- Saved us from relegation
- Twice got us CL football
- Overhauled a knackered squad
- Managed the unexpected departures of Staveley and Ghoudossi.
- Dealt with Eales appointing Mitchell.
- Dealt with Ratworth pissing off to Man U.
- Had fucking pneumonia.
- Dealt with the Blinky Swedish 🐀’s behaviour all summer.
- STILL managed to massively improve the squad this summer AND have a few quid leftover if we need additions in the coming windows.
Take a fucking bow Sir Edward of Howe.
You’re an utter legend and I’ll always love you.
Bruno Guimaraes correctly awarded a yellow card for that push by Konate on Harvey Barnes
Rei Core is becoming better every day.
I've been impressed by every move they've made, and now they are surpassing GPT and Grok in on-chain analysis and many other aspects.
Let me convince you why you should get on the beta list of @ReiNetwork0x 's Core ASAP. 📃👇
I've started using Rei on a day-to-day basis lately, mainly due to its impressive new capabilities, which it offers after integrating a multitude of essential tools, such as NansenAI, CoinMarketCap, and DeFiLlama, to name a few.
Not only that, but Core has also started learning about your chat behavior to make the user experience even better.
From tiny things like remembering using "B" instead of billion to customized units, Rei offers it all.
I love that you're able to provide details on agent behavior to improve unit output. I've listed one of my first analysis units below.
This unit is amazing for on-chain tracking of notable wallets; it can find connections far faster than I could do manually while also being able to provide more in-depth insights on wallet owner behavior, something that would be far too time-inefficient or even impossible beforehand.
Once you have a unit, you also get a secret key. You can already start using this to build something with your own unit.
Besides analysis, Core is also very capable of understanding its internal process. Below I've pasted Core's response to the following query:
Could you please illustrate the conceptual flow of how a prompt would be processed and how you would interact with the underlying system to fulfill it?
"I'd like you to find connections between $REI and $XMW that might be able to provide traders with an edge."
https://t.co/oRcZyREHeI
At some point, I'd love to see the hypergraph move in real-time as Units learn from chat behavior and improve query responses. This could be done without needing to reveal exact internal processing, but would allow users to better manipulate the Bowtie and gain an even better edge.
Core has only just begun, and with more improvements being shipped at incredible speeds, Units will only improve from here.
Remember, Core is 10-12X more efficient than ChatGPT while already scoring within 5% of its capabilities on all major tests.
Rei already has already published an economic framework that will drive profits back to development and $REI.
For now it goal is to optimize core and let people try it out and convince themselves about its superiority.
PA on $REI is showing incredible strength. A $190M market cap will look cheap in the next few months, especially when token-based payment models and gating arrive.
$1B isn't a matter of if but rather when.
I hope you enjoyed this post 🫡
Rei is an absolute beast, and I will continue to cover them extensively and keep you up-to-date on every move they make.
You just need to follow me. 👆
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