💯agree with you, however, the problem is corruption on a biblical scale,lies, 2TierSystem and absolute cowardice to face real problems.Everything in this Country is broken and Brits allowed this to happen through their ignorance over the years. Now we reached the point of drama.

Yet, still, the foolish deny there's a #2tiersystem #2tierpolicing Within the uk. Not long now Brits... not long now...

I decided to look into what Nikita has been doing to our algorithm and what I found shouldn’t even shock you - Nikita’s DEI scoring system explained Nikita’s got his hands so deep in the home-mixer Rust files he’s practically jerking the algorithm off behind closed doors. They dropped a partial x-algorithm repo in January and ghosted it like a bad Tinder date. No updates since ! That repo? It’s pure fucking theater. A shiny Phoenix two-tower model and some transformer ranking code so you think everything’s fair and open source. BUT It’s NOT! Meanwhile the real rape dungeon is called home-mixer. This Rust beast is where the magic happens. First they hydrate the candidates using Gizmoduck — that sneaky little service quietly injects author metadata: verified status, premium, follower count, location, and every negative signal (blocks, mutes, reports) an account has ever gotten. That data gets slammed straight into Phoenix. The model spits out 19 different horny probabilities, then the Weighted Scorer decides your fate. But the real fuckery? The filters. And YOU don ever get to see them ! AuthorSocialgraphFilter, VF visibility filters, and the AuthorDiversityScorer — these motherfuckers can quietly kneecap entire groups of accounts. One side gets their posts blasted across everyone’s For You like free OnlyFans. The other side? Their shit gets DIVERSITY -scored, negative-weighted, and shadow-raped into digital oblivion. And the best part? All the real control knobs — the secret thresholds, the custom filter rules, the exact weights they’re using to boost their preferred cult while burying everyone else — are sitting in private Rust files and config systems that will NEVER see the light of day. Nikita’s Cum sock so to speak The open repo .. is just lube to make you think you’re getting fucked fairly. The insane political divide you’re seeing in your feed right now? That’s not organic. That’s Nikita and his boys manually tuning those hidden filters in the home-mixer whenever their narrative needs a helping hand. Think of a circle jerk and @nikitabier is the pivot man They control the hydrators. They control the filters. They control the scorers. And you’re the one getting fucked. Wake up. @elonmusk please listen to us this needs your attention!! #NikitaDEi #2tiersystem #Scam

I decided to look into what Nikita has been doing to our algorithm and what I found shouldn’t even shock you - Nikita’s DEI scoring system explained Nikita’s got his hands so deep in the home-mixer Rust files he’s practically jerking the algorithm off behind closed doors. They dropped a partial x-algorithm repo in January and ghosted it like a bad Tinder date. No updates since ! That repo? It’s pure fucking theater. A shiny Phoenix two-tower model and some transformer ranking code so you think everything’s fair and open source. BUT It’s NOT! Meanwhile the real rape dungeon is called home-mixer. This Rust beast is where the magic happens. First they hydrate the candidates using Gizmoduck — that sneaky little service quietly injects author metadata: verified status, premium, follower count, location, and every negative signal (blocks, mutes, reports) an account has ever gotten. That data gets slammed straight into Phoenix. The model spits out 19 different horny probabilities, then the Weighted Scorer decides your fate. But the real fuckery? The filters. And YOU don ever get to see them ! AuthorSocialgraphFilter, VF visibility filters, and the AuthorDiversityScorer — these motherfuckers can quietly kneecap entire groups of accounts. One side gets their posts blasted across everyone’s For You like free OnlyFans. The other side? Their shit gets DIVERSITY -scored, negative-weighted, and shadow-raped into digital oblivion. And the best part? All the real control knobs — the secret thresholds, the custom filter rules, the exact weights they’re using to boost their preferred cult while burying everyone else — are sitting in private Rust files and config systems that will NEVER see the light of day. Nikita’s Cum sock so to speak The open repo .. is just lube to make you think you’re getting fucked fairly. The insane political divide you’re seeing in your feed right now? That’s not organic. That’s Nikita and his boys manually tuning those hidden filters in the home-mixer whenever their narrative needs a helping hand. Think of a circle jerk and @nikitabier is the pivot man They control the hydrators. They control the filters. They control the scorers. And you’re the one getting fucked. Wake up. @elonmusk please listen to us this needs your attention!! #NikitaDEi #2tiersystem #Scam

Just shows who holds the power in this Country! Disgusting back pedaling by the judge! 2tiersystem on show! BBC panicking as they know they are losing the audience!

Why are they allowed to harass, alarm and intimidate us #UKpolice #UKHomeOffice @CPSUK @Lord_Talbot64 #2TierSystem @Keir_Starmer I'd be definitely using section 5 public order against them.

2tiersystem

#2TierSystem MyMan #2TierSystem

"They are disgusting nazi fascists, and we need to cut all their throats and get rid of them" #RickyJones - #2TierSystem #Hypocrisy About white #Christians, encouraged. About #Islamists, jail time. @RupertLowe10 @KTHopkins @TRobinsonNewEra @POTUS

Waarom heeft Halsema nog niet uitgesproken en lijken de daders ook nog niet opgepakt? #2tiersystem

Only for count 2.... otherwise #2tierpolicing #2tiersystem

What an absolute degradation in every aspect of life. Disgrace to uniform. Corruption,lies,gaslighting,2TierSystem.

This country’s legal system is a foul stinking contemptible corrupt mess aimed at a permanent #2TierSystem.

I’d switch places to have 1st & 2nd amendment rights. Britain is racist and has a #2TierSystem in all important departments.

What about the hundreds of Muslims we’ve seen in recent years publicly calling for the mass rape of English women??…or the death to our police force??…calling for the take over of Britain?? Not a single repercussion for them. THEYRE allowed to say what they want. 2TIERSYSTEM

Funny how the far left only see a 2tiersystem when it affects their own loonies.

HOW CAN THIS BE POSSIBLE!!!!! I feel like I have woken up in the twilight zone! If anyone came here from another planet or galaxy and just read this one story… this one shocking disparity of justice, with having such little regard for our most vulnerable & innocent victims of such a sadistic, calculating & cold blooded crime, whilst allowing a perpetrator to completely manipulate the outcome of their own trial with calculated self-preserving counselling & professions of remorse that anyone caught of such heinous crimes would do & say to try & save their own skins as much as possible (for they have already proven that they are incapable of the emotional range required for remorse of a crime like this… other wise they could never have been a party to the sick abuse & torture of scared, innocent, little children!) This judge is sympathetic to pedophiles without question. There were up to 10,000 images on his devices… just let that sink in!! That is up to 10,000 heinous crimes against little children that this judge has just decided MEAN NOTHING AT ALL. I want this judge fully investigated, a PI needs to go through their personal life with a toothpick, what are they hiding??? The judge & pedophile both need to be jailed! #2tiersystem #pedo

And they say there's not a #2tiersystem

This whole story shows just how corrupt & what bully boys the government & their mates who they appointed in the judiciary really are in Australia, & particularly Victoria. It’s a 2 tier system of justice, just like it is a 2 tier system of rules & laws that we must respect & obey… the one that they devise & legislate to oppress & control the people & the one where they are exempt from having to respect & obey all of these laws & rules themselves!! Complete corruption! #Auspol #Vicpol #2tiersystem

If you're protesting because you're worried about the safety of our children, you get 4 years in prison. If you're actually leftie luvvie who's a danger to our children you get a 6-month suspended sentence. Is this a joke? #2TierSystem