wordpress 7 foi uma surpresa muito negativa desde o início com 7.0.1, depois 7.0.2 e agora 7.0.3
e isso não pela vulnerabilidade wp2shell, não, pelo problema sério de tratamento errado de transientes
wp7 está lendo o transient cache e caso retorna falso, é isso que passa para frente em vez de consultar o DB value …
resultado é: a função ou método que precisa desses dados simplesmente falha
poderia entrar em mais detalhes, a camuflagem de assuntos relacionados e tudo mais leva para te confundir sobre a verdadeira razão do problema
o que precisa fazer é o seguinte:
$checkit = get_transient(‘nome’) ;
if($checkit === false){
rebuild_t_values();
$checkit = get_transient(‘nome’) ;
}
isto é terrível porque altera o lifetime do transient e caso depende dele, precisa ler primeiro o timeout and renovar o transient com o mesmo timeout, que também vai falhar, portanto exige remover o transient primeiro e em seguida set_transient(‘nome’,$timeout_anterior) …
um absurdo …
então … enquanto os gênios não resolvem o assunto, não use wp7! ou vai acabar com a mesma cara do gatinho que pulou na água …
quem quiser saber mais – com todos os sujos detalhes em volta, me chame – caso já caiu na água, chama também, quem sabe se vejo na hora a causa do seu problema …
Category: wpHakka Threads
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não era para usar wordpress 7 …
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agente AI = agente laranja
inventado e anunciado da mesma forma ambígua para esconder a real intenção …
a vasta floresta tropical asiática, semelhante a Amazônia, foi o fator que impossibilitou os estados unidos poderem ganhar a guerra do Vietnam
um produto, denominado Agente Laranja, foi usado sob as alegações de desflorestamento para eliminar a possibilidade o inimigo poder esconder-se nas matas e eliminar a possibilidade de produzir alimentos
somente depois o mundo se deu conta que esta tóxico matou milhões de pessoas de forma mais cruel possível, toda a área ficou anos ou ainda está intoxicado e inabitável …
este tóxico não era agente nenhum, foi envasado em galões e pulverizado por humanos em aviões de guerra por cima do continente asiático …é conveniente usar um nome defasado para ninguém suspeitar e eventualmente nem acreditar mais na verdade, o ataque real virou um marketing perspicaz para conseguir concentrar o poder desejado
O TRUQUE – o nome agente, no mundo inteiro, levanta (induz) a ligação com uma pessoa humana que possui corpo e mente, capaz de tomar decisões e agir de forma autônoma
A ALUCINAÇÃO – uma máquina, um software, um aplicativo não possui essa capacidade, e IA é exatamente isso e nada mais, não possui capacidade alguma para agira de forma autônoma
O PERIGO – que já vimos os ilustres senhores das IAs dizendo que eles não tem culpa, seria culpa da IA de criar filmes ou fotos de pessoas sem roupa, de narrar fatos falsos, ou como recentemente invadir empresas e roupar a senhas ou destruir seus sistemas
TUDO MENTIRA CONVENIENTE
chegou até o ponto de que as operadores dessas potências IA divulgam falsas informações sobre ações autônomas de seus Agentes IA – não acredite, é tudo mentira
A PROVA – entre no “prompt de qualquer IA” e aguarde … o que vai acontecer? N A D A ! ! ! ! ! ! e assim que você desliga o botão a tela apaga, espere mais um pouco se essa IA de maravilha se liga sozinha … né
O VENENO – é lento e eficaz mas a realidade é uma só, TUDO que IA faz é PRIMEIRO INVENTADO POR HUMANOs, e SEGUNDO INICIADO POR HUMANOs
IA pode eventualmente escrito o código do programa porque aquele que teve a ideia não teve capacidade, mas, sabendo agora como funciona, você já entendeu e estão tentando gato por lebre …
A FALSIDADE – é fingir bondade e agira de forma inescrupulosa com a única finalidade de exploração de humanos economicamente e concentrar capitais com dimensões gigantescos a nível global
obviamente, todo este processo complexo de manipulação das massas, atrai outros bandidos bem entendidos em esquemas de corrupção para que não surgem leis rigorosas e juízes ferozes e corajosos quais poderiam condenar estas empresas e indivíduos envolvidos neste esquema antes que alcançam suas metas
MAIS QUE NUNCA estamos numa fase de ter que agir e não usar IA de forma alguma, mas este apelo ao poder do povo fracassou sempre e todos vão ficar lamentando nos seus quintais com os dizeres de sempre “podemos fazer nada, Deus sabe o que faz … tudo vai ficar bem ” -

we make recon flights …
and you might be on our radar long before you know about us …
we watch for people who like to stick their noses and fingers into other people’s issues and properties …
we don’t care about who you are, how big you are, how much money you have and how long you got away with hiding your stinky business …
we care about the truth, nothing else …then we are ready to intercept you the day you appear within our boundaries
so better stay away and look for a honest occupation instead of playing hacker with your stupid copy-past attempts …
what do you say? you are an ethical hacker? a shit you are … build you own server, your own network and hack your own ass for learning
let honest people in peace
now it is you, tomorrow somebody else:
mntner: TECHOFF-MNT
admin-c: AA44168-RIPE
descr: Admin email luca@techoffsrv.com
auth: SSO # Filtered
Your log excerpt from today ..28/07/2026 03:13:14 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:17 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:19 | IP: 93.123.109.164 | T: Ensaios | Req: /wp-json/batch/v1
28/07/2026 03:13:21 | IP: 93.123.109.164 | T: Ensaios | Req: /wp-json/batch/v1
28/07/2026 03:13:23 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:25 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:26 | IP: 93.123.109.164 | T: Ensaios | Req: /wp/wp-json/batch/v1
28/07/2026 03:13:28 | IP: 93.123.109.164 | T: Ensaios | Req: /wp/wp-json/batch/v1
28/07/2026 03:13:30 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:32 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:34 | IP: 93.123.109.164 | T: Ensaios | Req: /wordpress/wp-json/batch/v1
28/07/2026 03:13:36 | IP: 93.123.109.164 | T: Ensaios | Req: /wordpress/wp-json/batch/v1
28/07/2026 03:13:38 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:40 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:41 | IP: 93.123.109.164 | T: Ensaios | Req: /blog/wp-json/batch/v1
28/07/2026 03:13:43 | IP: 93.123.109.164 | T: Ensaios | Req: /blog/wp-json/batch/v1
28/07/2026 03:13:45 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:47 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:48 | IP: 93.123.109.164 | T: Ensaios | Req: /old/wp-json/batch/v1
28/07/2026 03:13:50 | IP: 93.123.109.164 | T: Ensaios | Req: /old/wp-json/batch/v1
28/07/2026 03:13:51 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:53 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:54 | IP: 93.123.109.164 | T: Ensaios | Req: /test/wp-json/batch/v1
28/07/2026 03:13:55 | IP: 93.123.109.164 | T: Ensaios | Req: /test/wp-json/batch/v1
28/07/2026 03:13:56 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:13:59 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:14:00 | IP: 93.123.109.164 | T: Ensaios | Req: /dev/wp-json/batch/v1
28/07/2026 03:14:02 | IP: 93.123.109.164 | T: Ensaios | Req: /dev/wp-json/batch/v1
28/07/2026 03:14:03 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:14:04 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:14:06 | IP: 93.123.109.164 | T: Ensaios | Req: /backup/wp-json/batch/v1
28/07/2026 03:14:07 | IP: 93.123.109.164 | T: Ensaios | Req: /backup/wp-json/batch/v1
28/07/2026 03:14:08 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:14:10 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:14:11 | IP: 93.123.109.164 | T: Ensaios | Req: /staging/wp-json/batch/v1
28/07/2026 03:14:12 | IP: 93.123.109.164 | T: Ensaios | Req: /staging/wp-json/batch/v1
28/07/2026 03:14:13 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:14:15 | IP: 93.123.109.164 | T: Ensaios | Req: rest_route=/batch/v1
28/07/2026 03:14:16 | IP: 93.123.109.164 | T: Ensaios | Req: /wp-json/batch/v1
28/07/2026 03:14:17 | IP: 93.123.109.164 | T: Ensaios | Req: /wp-json/batch/v1to whom it might be of interest, here detailed data about the “hidden” identity of that bulgarian network operator, just run
whois AS34224<enter>
to see it …
cheers
p.s.: and who would wonder, look whose name is on their website:
NeterraStarlink Authorized Reseller
you might see my post as a rant, it is not, it is much mor, and this is what it really is:
no network operator should ALLOW OUTBOUND ATTACKS
who does it is partner in crime
the internet has to become safer for everybody and should not require users to have deep security knowledge to protect themselves -

running wp2shell exploit? me worry? I’m watching …
quite satisfying seeing everybody in panic because of the latest wordpress exploit, since the pink girl’s attack I am telling you, but you wouldn’t listen and smiled …
while those smart guys and ex-smilers try to fix it, I am smiling back since day 0 … and taking notes … here just a little excerpt from over 19000 attempts during the last week26/07/2026 01:15:32 | IP: 68.67.112.184 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 01:15:42 | IP: 68.67.112.184 | T: Web-Dev | Req: rest_route=/batch/v1
26/07/2026 01:51:09 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 01:51:09 | IP: 80.82.65.226 | T: Diarium | Req: /blog/wp-json/
26/07/2026 01:51:16 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 01:51:17 | IP: 80.82.65.226 | T: wpHakka | Req: /wp-json/
26/07/2026 01:51:17 | IP: 80.82.65.226 | T: Diarium | Req: /blog/wp-json/
26/07/2026 01:51:18 | IP: 80.82.65.226 | T: wpHakka | Req: /wp/wp-json/
26/07/2026 01:51:20 | IP: 80.82.65.226 | T: wpHakka | Req: /wordpress/wp-json/
26/07/2026 01:51:20 | IP: 80.82.65.226 | T: Ensaios | Req: /wordpress/wp-json/
26/07/2026 01:51:21 | IP: 80.82.65.226 | T: wpHakka | Req: /blog/wp-json/
26/07/2026 01:51:22 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 01:51:22 | IP: 80.82.65.226 | T: wpHakka | Req: /cms/wp-json/
26/07/2026 01:51:23 | IP: 80.82.65.226 | T: wpHakka | Req: /site/wp-json/
26/07/2026 01:51:25 | IP: 80.82.65.226 | T: Ensaios | Req: /blog/wp-json/
26/07/2026 01:51:26 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 01:51:26 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 01:51:26 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 01:51:27 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 01:51:29 | IP: 80.82.65.226 | T: Ensaios | Req: /wordpress/wp-json/
26/07/2026 01:51:29 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 01:51:29 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 01:51:31 | IP: 80.82.65.226 | T: Ensaios | Req: /wordpress/wp-json/
26/07/2026 01:51:31 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 01:51:31 | IP: 80.82.65.226 | T: Ensaios | Req: /blog/wp-json/
26/07/2026 01:51:32 | IP: 80.82.65.226 | T: Ensaios | Req: /cms/wp-json/
26/07/2026 02:15:21 | IP: 165.22.61.51 | T: wpHakka | Req: /wp-admin/
26/07/2026 04:54:23 | IP: 185.242.3.175 | T: Web-Dev | Req: /xmlrpc.php
26/07/2026 04:54:27 | IP: 185.242.3.175 | T: Web-Dev | Req: /wp-login.php
26/07/2026 04:54:32 | IP: 185.242.3.175 | T: Web-Dev | Req: /wp-json/
26/07/2026 05:27:49 | IP: 27.147.191.110 | T: wpHakka | Req: /wp-login.php
26/07/2026 05:27:49 | IP: 27.147.191.110 | T: wpHakka | Req: /wp-login.php
26/07/2026 05:27:50 | IP: 27.147.191.110 | T: wpHakka | Req: /wp-admin/
26/07/2026 05:27:51 | IP: 27.147.191.110 | T: wpHakka | Req: /xmlrpc.php
26/07/2026 06:04:46 | IP: 31.129.170.42 | T: Diarium | Req: /blog/wp-login.php
26/07/2026 06:05:00 | IP: 31.129.170.42 | T: Diarium | Req: /blog/wp-login.php
26/07/2026 06:19:26 | IP: 68.67.112.113 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 06:59:31 | IP: 68.67.112.230 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 07:06:56 | IP: 62.60.130.230 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 07:06:57 | IP: 62.60.130.230 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 07:06:59 | IP: 62.60.130.230 | T: wpHakka | Req: /wp-json/batch/v1
26/07/2026 07:07:00 | IP: 62.60.130.230 | T: wpHakka | Req: /wp-json/batch/v1
26/07/2026 07:26:07 | IP: 68.67.112.116 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 07:44:37 | IP: 68.67.112.29 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 08:25:21 | IP: 146.70.194.228 | T: wpHakka | Req: /.well-known/
26/07/2026 08:25:23 | IP: 146.70.194.228 | T: wpHakka | Req: /.well-knownold/
26/07/2026 08:25:31 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/
26/07/2026 08:25:49 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/css/
26/07/2026 08:25:52 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/maint/
26/07/2026 08:26:01 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/css/colors/ectoplasm/
26/07/2026 08:26:01 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/css/colors/
26/07/2026 08:26:13 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/images/
26/07/2026 08:26:18 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/meta/
26/07/2026 08:26:19 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/network/
26/07/2026 08:26:19 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/user/
26/07/2026 08:26:22 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/includes/
26/07/2026 08:26:22 | IP: 146.70.194.228 | T: wpHakka | Req: /wp-admin/
26/07/2026 08:58:32 | IP: 198.235.24.207 | T: wpHakka | Req: /.well-known/security.txt
26/07/2026 09:05:25 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:05:27 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:05:29 | IP: 93.123.109.164 | T: wpHakka | Req: /wp-json/batch/v1
26/07/2026 09:05:30 | IP: 93.123.109.164 | T: wpHakka | Req: /wp-json/batch/v1
26/07/2026 09:06:34 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:35 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:37 | IP: 93.123.109.164 | T: wpHakka | Req: /wp/wp-json/batch/v1
26/07/2026 09:06:38 | IP: 93.123.109.164 | T: wpHakka | Req: /wp/wp-json/batch/v1
26/07/2026 09:06:39 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:41 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:42 | IP: 93.123.109.164 | T: wpHakka | Req: /wordpress/wp-json/batch/v1
26/07/2026 09:06:43 | IP: 93.123.109.164 | T: wpHakka | Req: /wordpress/wp-json/batch/v1
26/07/2026 09:06:44 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:46 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:47 | IP: 93.123.109.164 | T: wpHakka | Req: /blog/wp-json/batch/v1
26/07/2026 09:06:48 | IP: 93.123.109.164 | T: wpHakka | Req: /blog/wp-json/batch/v1
26/07/2026 09:06:49 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:50 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:51 | IP: 93.123.109.164 | T: wpHakka | Req: /old/wp-json/batch/v1
26/07/2026 09:06:54 | IP: 93.123.109.164 | T: wpHakka | Req: /old/wp-json/batch/v1
26/07/2026 09:06:55 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:56 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:06:57 | IP: 93.123.109.164 | T: wpHakka | Req: /test/wp-json/batch/v1
26/07/2026 09:06:58 | IP: 93.123.109.164 | T: wpHakka | Req: /test/wp-json/batch/v1
26/07/2026 09:06:59 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:01 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:02 | IP: 93.123.109.164 | T: wpHakka | Req: /dev/wp-json/batch/v1
26/07/2026 09:07:03 | IP: 93.123.109.164 | T: wpHakka | Req: /dev/wp-json/batch/v1
26/07/2026 09:07:04 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:05 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:07 | IP: 93.123.109.164 | T: wpHakka | Req: /backup/wp-json/batch/v1
26/07/2026 09:07:08 | IP: 93.123.109.164 | T: wpHakka | Req: /backup/wp-json/batch/v1
26/07/2026 09:07:09 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:10 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:11 | IP: 93.123.109.164 | T: wpHakka | Req: /staging/wp-json/batch/v1
26/07/2026 09:07:12 | IP: 93.123.109.164 | T: wpHakka | Req: /staging/wp-json/batch/v1
26/07/2026 09:07:14 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:15 | IP: 93.123.109.164 | T: wpHakka | Req: rest_route=/batch/v1
26/07/2026 09:07:16 | IP: 93.123.109.164 | T: wpHakka | Req: /wp-json/batch/v1
26/07/2026 09:07:18 | IP: 93.123.109.164 | T: wpHakka | Req: /wp-json/batch/v1
26/07/2026 09:09:33 | IP: 68.67.112.27 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 09:35:37 | IP: 68.67.112.230 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 09:36:14 | IP: 113.249.101.172 | T: Ensaios | Req: /wp-login.php
26/07/2026 09:37:52 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:37:54 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:37:56 | IP: 195.178.110.132 | T: Ensaios | Req: /wp-json/batch/v1
26/07/2026 09:37:58 | IP: 195.178.110.132 | T: Ensaios | Req: /wp-json/batch/v1
26/07/2026 09:39:01 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:03 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:05 | IP: 195.178.110.132 | T: Ensaios | Req: /wp/wp-json/batch/v1
26/07/2026 09:39:06 | IP: 195.178.110.132 | T: Ensaios | Req: /wp/wp-json/batch/v1
26/07/2026 09:39:08 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:09 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:10 | IP: 195.178.110.132 | T: Ensaios | Req: /wordpress/wp-json/batch/v1
26/07/2026 09:39:12 | IP: 195.178.110.132 | T: Ensaios | Req: /wordpress/wp-json/batch/v1
26/07/2026 09:39:13 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:14 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:16 | IP: 195.178.110.132 | T: Ensaios | Req: /blog/wp-json/batch/v1
26/07/2026 09:39:17 | IP: 195.178.110.132 | T: Ensaios | Req: /blog/wp-json/batch/v1
26/07/2026 09:39:18 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:19 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:21 | IP: 195.178.110.132 | T: Ensaios | Req: /old/wp-json/batch/v1
26/07/2026 09:39:22 | IP: 195.178.110.132 | T: Ensaios | Req: /old/wp-json/batch/v1
26/07/2026 09:39:23 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:25 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:26 | IP: 195.178.110.132 | T: Ensaios | Req: /test/wp-json/batch/v1
26/07/2026 09:39:27 | IP: 195.178.110.132 | T: Ensaios | Req: /test/wp-json/batch/v1
26/07/2026 09:39:28 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:30 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:31 | IP: 195.178.110.132 | T: Ensaios | Req: /dev/wp-json/batch/v1
26/07/2026 09:39:32 | IP: 195.178.110.132 | T: Ensaios | Req: /dev/wp-json/batch/v1
26/07/2026 09:39:33 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:34 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:36 | IP: 195.178.110.132 | T: Ensaios | Req: /backup/wp-json/batch/v1
26/07/2026 09:39:37 | IP: 195.178.110.132 | T: Ensaios | Req: /backup/wp-json/batch/v1
26/07/2026 09:39:38 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:39 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:40 | IP: 195.178.110.132 | T: Ensaios | Req: /staging/wp-json/batch/v1
26/07/2026 09:39:42 | IP: 195.178.110.132 | T: Ensaios | Req: /staging/wp-json/batch/v1
26/07/2026 09:39:43 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:44 | IP: 195.178.110.132 | T: Ensaios | Req: rest_route=/batch/v1
26/07/2026 09:39:45 | IP: 195.178.110.132 | T: Ensaios | Req: /wp-json/batch/v1
26/07/2026 09:39:46 | IP: 195.178.110.132 | T: Ensaios | Req: /wp-json/batch/v1
26/07/2026 10:31:42 | IP: 68.67.112.184 | T: Diarium | Req: /blog/wp-admin/admin-ajax.php
26/07/2026 10:50:04 | IP: 20.215.216.94 | T: wpHakka | Req: /.well-known/about.php
26/07/2026 10:50:07 | IP: 20.215.216.94 | T: wpHakka | Req: /wp-admin/css/colour.php
26/07/2026 10:50:48 | IP: 20.215.216.94 | T: wpHakka | Req: /wp-admin/css/colors/modern/
26/07/2026 10:58:50 | IP: 20.163.63.247 | T: wpHakka | Req: /wp-login.php
26/07/2026 10:58:51 | IP: 20.163.63.247 | T: wpHakka | Req: /wp-login.php
26/07/2026 11:33:29 | IP: 52.139.36.144 | T: wpHakka | Req: /wp-login.php
26/07/2026 11:34:15 | IP: 52.139.36.144 | T: wpHakka | Req: /wp-admin/maint/about.php
26/07/2026 14:00:59 | IP: 177.11.50.16 | T: Web-Dev | Req: /wp-admin/upgrade.php
26/07/2026 14:00:59 | IP: 177.11.50.16 | T: Web-Dev | Req: /wp-admin/network/upgrade.php
26/07/2026 17:33:21 | IP: 13.203.158.230 | T: wpHakka | Req: /wp-admin/css/
26/07/2026 21:09:49 | IP: 219.152.63.187 | T: wpHakka | Req: /wp-login.php
26/07/2026 21:12:16 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 21:12:24 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 21:12:31 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 21:12:34 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 21:12:36 | IP: 80.82.65.226 | T: Ensaios | Req: /wp-json/
26/07/2026 21:12:36 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 21:12:47 | IP: 80.82.65.226 | T: Ensaios | Req: /wp/wp-json/
26/07/2026 21:12:50 | IP: 80.82.65.226 | T: Ensaios | Req: /wordpress/wp-json/
26/07/2026 21:12:56 | IP: 80.82.65.226 | T: Ensaios | Req: /wordpress/wp-json/and I am saying it again, not in a sarcastic way, in a very serious way, get yourself the Metro Framework with Hakka Sec-Check and Orthrus securing all wordpress weaknesses, then you will be part of the real smilers, the back-smilers while the a*holes spend their resources, their money and their time to hack you – without a chance
-

the real rest-api desaster haunting wordpress
while in reality it is wordpress core is haunting itself, long time already …
the truth hurts, but what it is about is practically nobody does anything useful until not hitten by a stroke
so things keep existing in the dark and the exploits announced by the latest wp vulnerabilities CVE-2026-63030 and CVE-2026-60137are just wakeup-calls
it starts that rest-api in reality is a wp-json thing and what nobody never did is looking at it and requesting his site website/wp-json or wp-json/wp/v2/posts, website/wp-json/wp/v2/pages or even more specific adding a page ID or post ID to the latter two … in order to see what happens
you should do it right now and read careful what you see in your browser window – a detailed info about everything, including stuff what nobody should know but the site admin …
soooo, your mouth’s still open? that’s good, now you might listen better, no noise disturbing your eyes and ears, here comes what you need to do
your control is the .htaccess, you depend on nobody and are free to add what you need, in this case, shutting the door not only for curious kiddy hacker but also for the professional a*holes
since wordpress, specially gutenberg blocks, depend on rest-api you can not block rest-api totally, so you need to allow your access, the condition, then define the trigger (rule)
the schema is
RewriteCond %{REMOTE_ADDR} !^123.123.123.
and others
RewriteRule wp-json(/.*)?$ … your action
of course that needs adaption to fit your reality, but basically it is what you need to do to protect your website, so be creative
if you are not experienced with htaccess functionality, feel free and contact us, we can help, with a real and immediate solution
and, this time I can not avoid adding a smarta?? comment, it does not help when you are already bitten, but the truth is, if you had our Metro Framework installed, you wouldn’t worry a thing, hakka Security Checks and hakka Orthrus take care of your site security and also of your sleep …
in any case, the decision is yours and good luck with holding your site together -

veniunt, vident, abeunt …
there are no coincidences, the come, they see, they go …
nowadays any internet user is a potential suspect, starting with service providers, who pretend to be serious operators but then allow any kind of activity from their client accounts, that’s cooperating with criminals
looks serious, doesn’t it?
Ace Data Centers is a high-density, ultra efficient data center offering affordable enterprise solutions from partial to several hundred cabinets.
Real-time usage reports
State-of-the-art, newly built facility
Secure, high-density 52u cabinets
N+1 redundant power, cooling, & IP transit
24/7 secure access
Multiple layers and security checkpoints
Green facility (low PUE, highly efficient)
but isn’t …
21/07/2026 22:19:41 | IP: 23.26.46.154 | T: wpHakka | Req: /wp-login.php
21/07/2026 22:19:42 | IP: 23.26.46.154 | T: FAKED | Req: unknown
21/07/2026 22:37:38 | IP: 23.27.127.160 | T: wpHakka | Req: /wp-login.php
21/07/2026 22:37:44 | IP: 23.27.127.160 | T: FAKED | Req: unknown
they try to land a false login, got caught, check by faking the target, after some time they check again, they go, good – stay away …
Organization: Ace Data Centers II, L.L.C. (ADCIL)
RegDate: 2012-02-13
Updated: 2026-06-16
Comment: https://www.acedatacenter.com | https://www.aceips.com
OrgName: Ace Data Centers II, L.L.C.
OrgId: ADCIL
Address: 727 North 1550 East
Address: Suite 400
City: Orem
StateProv: UT
PostalCode: 84097
Country: US
RegDate: 2020-03-27
Updated: 2026-05-06
just another fun net to get listed as crap service provider … -

I think AI is a woman …
undeniable “she” has appeal, an exotic flair, is full of secrets and speaks sophisticated and literate about a lot of things
but soon you fall out of your dream, the perfect woman turns out to be a total illusion
you need to explain everything three times or more, still then she forgets it and you have to explain it again
you discover she isn’t literate in anything else than in commenting everything, whether what she says is true or even her own opinion is the only secret she has
she’s weighing every single word you say for hours, even each single word she tears apart until behind every letter and looks behind and under and it does not matter what you say, she is always right
she is the exact kind of woman which always get’s divorced because nobody can’t stand her for long … -

hopefully mankind evolves soon …
the image pretty much explains what I am trying to say, it shows how stupid AI is, it has not only no awareness, but also no real knowledge about humans, about life, about nature, about anything …
soon nobody can stand it anymore, you have to explain everything until the slightest detail until AI get what you are talking about, otherwise it floods you with stupid details like a arm is so much long, a hand so much wide, and a lega that much, but then puts the pieces together with no clew
nobody stands it talking to idiots, not even the idiots themselves …
soon all will discover that truth …
that then will be then the modern evolution and end with what some call the technical revolution, we need to talk to humans, who can understand what we are saying and can also understand what we want to know when we ask something …
soon people will understand again how important it is to study and adquire knowledge so it can be used in real life …
then they will abandone that crazy idea of technology can be something meaningful
if that does not happen mankind will disqualify themselves to a subclass of technology and lose everything of its value …
that can not happen …
it is already too much to talk to your house by saying dim the light, or call the vacuum cleaner … when somebody does that in my present I have to smile loud and go away, bye-bye, thank you, but I do not speak to machines
when the telco call center rings to sell me some extra services I just hang up and put them in the blocklist, when I call a company to get some information for a product and a voice tells me to press 5 for customer service, then I press end call for fuck you and put that number in the block list
soon everybody will do that
talk to a machine or listen to a machine? me? never … I am an intelligent person and have a voice, I have a body, and I have a mind where my character is hosted and tells me: NO! Stay true to yourself!
and that’s it, I AM HUMAN. -

IA é igual uma boa foda …
do jeito burro como você ainda é, se apaixona, pensa a vida está feita e já vai casar, monta casa, monta firma …
daí descobre que tem mil outras coisas para fazer cada dia e que a pessoa não escova dentes, engorda, fala bosta o dia inteiro sem parar, e você tem que explicar tudo dez vezes ou mais e ainda entende tudo errado, sobretudo não tem responsabilidade nenhuma com nada …
todo perdeu a graça, até a foda …
no final está aí com um monte de filhos e nenhum deles que criou e seu, e fica fodido até o resto da sua vida
semelhança neste relato com casos reais são mera coincidência, mas é pura verdade, pode crer … e cuidado, não se foda … :) :) :) -

claude, claude, claude …
finally I confirmed my access …
I didn’t it before, because I just think it is completely unprofessional getting a response after creating an account on claude.ai in an email from some anthropic site asking you to click on a short link …
ok, but I did it now to clear my doubnts, people are telling marcelous things about the claude AI, I did some tests and couldn’t notice anything special, at least not what people are telling
today I made onde real test, I picked one of my really cool php methods and asked: please explain to me what you understand this function does …
well, claude didn’t get it, also didn’t asked, already came back with what is not working and why … ooooh, are you a brother of chatgpt or sister of deepseek or what?
so I explained and that claude thing insisted in telling me that does not work like I think it does …
claude, claude, claude … I spend 5 more minutes to explain how it works, in details and that tin soldier told me then that must be coincidence and it wouldn’t really work …
my god, jeeee … those Ais are more A than I, oh claude, get yourself some advanced programming lessons before telling crap … and most important, forget your best practices handbook and eat some creativity powder, maybe it helps …
why people say it is so good? maybe they are so bad? -

that AI is not good for professional coders
I just read it in a post about AI modes and available payment plans, as well as about token prices and all that stuff …
I read then a lot of comments on it with open eyes and just wondered, jeeeeee, am I totally off or are they all nuts?
then I stumbled over that unfortunate comment … what is a professional coder anyway?
if it was a profession it wouldn’t be called coder, it would have a real name
if it was an analogy to good coder the critical mass of that statement just exceeded its physical limit …
so my fingers started moving and I: don’t comment, don’t comment … but they did it anyway
but I started polite, hey, what do you mean with professional coder?
it didn’t take a minute, seemed he was ready for it and he replied: no good programmer would use that AI model anymore, that’s old and hallucinating too much
then me, still innocent, I see, but why a good programmer would use AI anyway?
he laughed back and said, you can’t do anything without AI, that’s a requirement and if you don’t, you get dismissed
well, I said, when you get fired you are not good enough, eventually wasn’t already before AI?
that then was too much and I got a bunch of nice names back
that then certainly confirmed my suspicion
don’t dismiss your I … use it hard and always, stress it, storm it, as training, that’s the rule to stay in business … specially with yourself
never accept good practices, never accept standard methods, doubt everything, build you own way, build something different, something new …
AI, by its nature, is not able to invent new methods … you can, do it … -

incident report – naming the pigs
at first site a legitimate company, on their website:
HostMetric operates a closed hosting network. Capacity is committed to existing operators, and intake is paused — there is no public tier, no waitlist, and no sales channel.
right, but is that true?
funny things can come up when we investigate after an incident, certainly the whole internet seems to be crook business nowadays …
seems everybody is abusing legislation’s incapacity and just goes after some bucks without any concerns about how, no moral standards, no ethics, just money …
and Hostmetric is just another pig in that huge list
is registered as BAHIA VISTA SOLUTIONS LLC, with a contact name of Sandra Aliaga and an address in the United States. Their contact email is support@hostmetric.org, and the abuse reporting address is abuse@hostmetric.orghere is how they called our attention
22/06/2026 03:35:36 | IP: 193.187.115.55 | T: wpHakka | Req: /wp-login.php
22/06/2026 03:35:44 | IP: 193.187.115.55 | T: FAKED | Req: unknown
how to read it?
the first line is an attempt on our supposed login page, our Metro CIO Wall detected it instantly and redirected the attempt to a collector script
seconds later the attacker copied the redirect url from his browser, probably cleaned some arguments and tried direct access to the collector script, since he wasn’t redirected it results in Request: unknown (was removed) and Target: FAKED (direct access)
what does that mean?
we caught the pig with his fingers in the cookie jar
while the network is registered to
inetnum: 193.187.114.0 – 193.187.115.255
netname: HOSTMETRIC-MY-CLIENTS-2
country: LT
admin-c: GP18722-RIPE
tech-c: GP18722-RIPE
status: ASSIGNED PA
mnt-by: mnt-us-bahia-1
created: 2019-01-04T14:04:39Z
last-modified: 2025-10-31T17:55:02Z
the AS record is different
address: Sos. Fabrica de Glucoza, Nr 11B
address: etaj 1, Sector 2, Bucuresti Romania
admin-c: PP13161-RIPE
tech-c: MP26073-RIPE
abuse-mailbox: abuse@m247.ro
nic-hdl: ME5262-RIPE
mnt-by: M247-EU-MNT
created: 2014-01-13T12:11:34Z
last-modified: 2014-12-08T16:22:40Z
resuming the hidden and camouflaged data suggest a high number of HostMetric’s IP addresses are used for operating anonymizing VPNs. This is significant because attackers often use VPNs and proxy networks to obscure their true location and identity when launching automated attacks.
we also found several incident reports from IPs in HostMetric’s network have been flagged for “Exploit probing” and “Malicious Web Traffic” on platforms like AbuseIPDB. The abuse reports on HostMetric IPs frequently categorize activity as “Web App Attack”
the attack on our site wasn’t a simple kiddy bot crawler, it was a clear intend and it wasn’t a bot, proved by the second attempt with manipulated arguments
hostmetric classified itself as an operator of illicit network operations targeting websites worldwide
but we are polite people and before publishing this, we contacted their abuse address and so they had a chance to act, the “answer” came today:
This message was created automatically by mail delivery software.
A message that you sent has not yet been delivered to one or more of its recipients after more than 24 hours on the queue on host50-16.matik.com.br.
The message identifier is: 1wbbeH-00000002T01-2RBn
The date of the message is: Mon, 22 Jun 2026 07:12:56 -0300
The subject of the message is: nice introduction
The address to which the message has not yet been delivered is: abuse@hostmetric.com
No action is required on your part.
Delivery attempts will continue for some time, and this warning may be repeated at intervals if the message remains undelivered. Eventually the mail delivery software will give up, and when that happens, the message will be returned to you.
so it is a dead end, a full mailbox or abandoned, the owners have no interest in responding abuse reports
ok, then, their choice, as we have our and who reads this also has his own
SAY NO to pigs like hostmetric – block that crap before they find you, you lose nothing -

some truth about React and Node.js
let’s start with the right question …
why so many people opt for node.js and react?
and I am talking about CEOs, CTOs, developers, programmers, even SEO consultants are suggesting node and react, so what could go wrong?
I’d say a lot … going with the trend is ok in fashion, it is for looking good, but in technology it is about working good, nobody sees what is under the hood, nobody ask about either, so the question changes …
what are the most reliable tools?
reliability starts with stability, performance, transparency and ends with maintenance … on a scale from 0 to 10, in the above order the score for node and react is 5 – 7 – 0 – 0
WHAT?why people use it then? … and so, now we come to the moment of truth …
in order to talk about the same values, all I’m saying is comparing the values to a standard, well proven and stable PHP/JS-Ajax website – on first sight, node.js provides advantages, fast deployment, giant api repo (NMS), same language for front-end and backend, one guy can write the whole thing – that then is called full-stack developer – no need for specialists anymore, CTOs and even small company owners love that idea, hiring a cheap guy to do it all instead of 3 expensive engineers …
wow, that’s is the deal of the century … maybe at first sight, and then not so much anymore
what it really does is helping the copy-past culture to enter the application programming market, they need an authentication model, install the api and use it, same for any other part, what comes out is an application nobody knows how it really works because it is build on independent blocks which in most cases the copy-past engineer has no clew about what each of them really does …
of course, the application is up in no time and for very little money, it is the take for immediatists who do not care about later, the degradation comes with the same speed, the full-stack guy is gone, the app needs adaption and nobody can understand the code, nobody knows how it works, an intensive and expensive analysis is necessary just to add a new product category, the initial being-cheaper advantage just became a soap bubble – blubbb and gone, other technical caveats will add immediately and turn the whole application into a wreck which can not be recovered and a new investment is required
and it just get’s worse when you decided initially for REACT …
react is also java script and creates an interesting new reality treating the rendered document in a different way, it can be updated easily in parts, so that attends exactly the need of its maker’s operation mode, facebook adds new blocks by priority or commercial interest to the active running feed, so that algorithm decides to change the user’s feed instantly while he’s rolling down, with posts of similar content he just clicked, react can do that quite easily – that sounds interesting, and again, facilitates the task for inexperienced programmers, so again we are at the fast-deployment issue
also here we need to make the right questions, facebook has millions of simultaneous users, do you have that too? facebook has millions of adds which need to be synced with millions of user interests on the fly, do you have that too? facebook is a reckless money greedy operation and do not cares about quality of content, are you working that way too? and last but not least, we all now that facebook, whether in a pc browser or any of it’s apps is sluggish, constantly failing, so why is that? if the maker can not make it work you think you can?
and here we come where react and node.js met … their endpoint is JAVA SCRIPT …
js runs in the browser, nothing what runs on it can be considered save, and also, everything what runs on it depends on hardware, operation system, software version what is provided by the end user … means whatever crap it is you have to eat it … that means whatever powerful top end server you have invested in, it miserably fails because it doesn’t matter .. your app runs in the browser
and the real snap is, JS has that poor debug.log which also runs in the browser, but has no application log on the server, offers no way to debug seriously a problem, more intense, you depend on user input to identify a problem … so that explains why facebook and similar mídias are unstable, they have no clew what happens, the build a new feature and observe the result, reaction rate goes down – rollback, click-through rate goes down – rollback … absurd? totally, they do not even know if their new idea was good or just had a small implementation error, they are in a total frustration rush and there is no way out
so you will be facing unsolvable problems in a very short period of time
is that what you are looking for? then go for it an make your own experience, if you survive we’ll see us in a couple of month when you are looking for serious and approved PHP/JS development
until then, that the luck is with you … -

log reading … essentials
do you feel like needing witchcraft power when reading logs?
fact is, most system logs are just pure crap …
I always rejected people asking me to analyze their NT Servers, I do not even know how Bill Gates could make so much money with such crappy logs – you need a greek language course to understand and then what you get is an error code which, when you find it somewhere, leads you to analyze three other related error codes …
jeeeee! who accept that to work with needs a shrink helping you out of desperation constantly …logs have to be clear and readable, they should provide a meaningful state of the runtime process and throw an comprehensible error out when it happens
our Metro Framework solves that problem right at the root:
– timestamp in local time
– line number included
– function or method declared
– a short and clear message
a short example:
[20-Jun-2026 05:35:08 Brazil/East] HCC L719 distroset NEW transient set
[20-Jun-2026 05:40:10 Brazil/East] HCC L832 Next Schedule for file upgrade UTC 20/06/26 09:40
[20-Jun-2026 06:45:11 Brazil/East] HCC L719 distroset NEW transient set
[20-Jun-2026 07:03:31 Brazil/East] MM L3928 not AJAX, not MAPPER, UI Launch or Refresh got user_id from cookie: $2y$99$1.b
[20-Jun-2026 07:03:31 Brazil/East] MM L3974 fetch got POSITIVE unstealth response
[20-Jun-2026 07:03:32 Brazil/East] MM L4056 FOLDER List update: 0 [0 = ok, no new entries or N = number of new entries]
[20-Jun-2026 07:03:32 Brazil/East] MM L3649 Del Imap Msgs: 6/6 moved to Trash and 2 old msgs removed from Trash
[20-Jun-2026 07:03:32 Brazil/East] MM L4180 fetched msgs: Inbox – 1
[20-Jun-2026 07:03:32 Brazil/East] MM L4180 fetched msgs: Sent – 0
[20-Jun-2026 07:03:32 Brazil/East] MM L4180 fetched msgs: Trash – 8
[20-Jun-2026 07:03:33 Brazil/East] NEW pass1: hakka_mmail,3af4c7,131.177.117.104,1
[20-Jun-2026 07:12:13 Brazil/East] MM L1383 Beacon Sitter checked cookie, got: $2a$25$y.b
[20-Jun-2026 07:12:13 Brazil/East] MM L1389 Beacon Sitter watching client – 211.31.11.124
[20-Jun-2026 07:12:13 Brazil/East] MM L3413 Cookie valid, proceed …
logs also should have log levels, not that retarded 1-2-3-4-5 level crap, something like BASIC, SYSTEM, AUTH, DB, ALL – nobody needs a translation for that, the adm just selects the desired log level and that’s it
how does he know?
also easy, BASIC is the always on log level, soon an error appears, which also should be as clear as the above snippet, he then already knows where the error came from and in the second he can activate the relevant log level, next second he can see those log entries, and third second he already can fix the problem
no cheat sheets, no greek course, no pain, just clean and fast error diagnosis and solving and so being always ahead of the poor log-decoder-gang …
and that’s not a paid premium plugin or other kind of jerky business, it is how we code and how we care about system admins and so Metro Logging is part of our Metro Framework
hope you can enjoy it one day, you’re always welcomeif you have question please use out Instant Ticket System not only to experiment it, but to get the answers you are looking for
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how AI works – less technical
using an amount of technical words is important to get more awe from the people, so they do it, but does not mean nothing
to understand the actual fail wave which is hitting all AIs, here is a simple explanation
how we learn from beginning is by listening and recognizing patterns, then we start to understand, then we try to replicate to express what we understood
that is pattern recognition
it also means, we later learn hot is a word and it is a relative value for temperature, but before we learn patterns with the word hot, like the water is hot, it is hot under the sun or similar expressions
red, green, blue and transparent are words, not patterns, if we treat each as absolute color pattern we may misunderstand the meaning when used in a phrase, transparent isn’t always just a color
in order to understand what somebody said we need to recognize how he said it, so taht is pattern recognition in its most authentic form
now the trick, AI does not use word, they say token, that is by intent to make them look smarter then they are …
so the search the internet for red, green, blue and transparent tokens and count each find, then they tell you that red is the preferred color
that might work in some general cases, but mostly yields distorted results because AI didn’t validate the context
and that is what is hitting AI very hard, the back squatter of changing pattern recognition to token count what happened ends of 2025
means a trivial question about choosing a color stick for a child might come out wild because AI didn’t understand the sense of your question and renders only the token count and might even ignore the color because child rendered much higher numbers and tells you to use a stick only for an older child or something …
since the change, this first 5 month of 2026 AI became a nuts case, it got poisoned by their own wrong answers which are immediately used as source, and when the result was shared, the effect is even faster and deadlier
now you just need to multiply the effect on technical question, programming, architecture, engineering
… and just wait until your building comes down …
as I already wrote about before and shared AI self-positioning about the issue: it might already be too late to fix the problem …
RIP AI ? we see that soon, but until then a lot of catastrophic things may happen, like companies break, people loose their jobs, entrepreneurs and freelancer loose their clients …




