I am so tired of seeing these posts.
I am so tired of seeing my beloved field of study be the testing lab for a technology that is disrupting everyday life at such a high pace.
Mathematics were always about the beauty of seeing the ideas of a person unfolded in an extremely precise language so we can all look into a mathematician's mind and see their purest form of ideas, their understanding of a problem, their style, their way of communicating to other fellow researchers through mathematical results... this often transcends the common language humans use to communicate with each other and it is incredibly exciting to bump into shared ideas another person had thousands of kilometers away several years ago without even knowing them.
I am extremely unexcited about AI-breakthroughs in Mathematics in the same way I am extremely unexcited about a picture created by AI or an AI-generated video, not to speak about AI-generated text. Mathematics requires soul and intention. Mathematics need not be useful by definition, Mathematics are pure art that need hard work and effort to understand. The high you get when a year of work gets condensed in a one-page result is incomparable to anything else and, certainly, a machine is not apt to relate to humans in such a humane way.
I am not interested in the truth of the results. I am interested in how was the mind behind a result able to connect those dots. I am interested in the diversity human thoughts bring to Mathematics. I am not interested in a bunch of servers running probabilities to return a Theorem, even if true: that lacks the objective of Mathematics as I see them.
Today, we are introducing Inkling.
Inkling reasons efficiently across text, image, and audio modalities. We are making the full weights available.
https://t.co/Ghebq5mG30
Available today for fine-tuning on Tinker. Play with it in the Inkling Playground. 🧵
🚨 CYBER INTELLIGENCE ALERT: ALLEGED DATA EXFILTRATION: STATE AND GEOGRAPHIC INFRASTRUCTURE — BRAZIL 🇧🇷
[STATUS: UNCONFIRMED / ALLEGED THEFT OF GEOGRAPHIC INTELLIGENCE DATABASES / SOURCE: UNDERGROUND FORUM]
THREATENING ACTOR "SHELl" CLAIMS TO POSSESS OVER 100 GB OF THE FEDERAL POLICE INTELLIGENCE SYSTEM DATABASE
The threat actor identified by the alias shelI has posted on a criminal forum the alleged exfiltration and sale of the complete database of the Inteligeo system, a centralized platform for collecting geographic, cartographic, and environmental intelligence information used by the Brazilian Federal Police (Polícia Federal - PF) for tracking commercial activities, environmental crimes, and territorial control. The attacker claims the stolen data exceeds 100 GB of structured data.
🏢 Allegedly Affected Entity: Brazilian Federal Police (Polícia Federal - PF / Inteligeo System).
👤 Threat Actor: shelI
⚔️ Potential Attack Vector: Code injection into Inteligeo backend endpoints, compromise of credentials belonging to analysts or investigative personnel of the PF, or leakage of SQL relational database backups exposed on perimeter servers.
🔍 Verification Status: UNCONFIRMED. As of June 22, 2026, neither the Brazilian Federal Police nor the Ministry of Justice has issued official statements regarding any data breaches affecting the Inteligeo system. However, the alert is being processed under criteria of high risk and criticality for the supply chain and national security, because the structured list of 106 database tables exposed by the attacker maintains absolute technical consistency with Brazil's internal environmental, mining, and financial control systems.
🗂️ FORENSIC ANALYSIS OF THE EXPOSED TABLE SCHEMA
The inventory of exposed tables reveals a massive compromise of data from multiple Brazilian ministries and regulatory agencies, consolidated within the Federal Police's database. The schema is divided into the following highly sensitive sectors:
🪵 1. Deforestation Control, Flora, and Environmental Management (Sinaflor / Ibama)
The database contains critical records related to the fight against environmental crimes and illegal logging in biomes such as the Amazon and the Atlantic Forest:
sinaflor_proj_merge_dash_a (and variants: asv, floresta, pmfs, uso_alt): Consolidated records from Sinaflor (National System for the Control of Forest Products), which regulates Sustainable Forest Management Plans and Vegetation Clearing Authorizations (ASV).
autorizacao_desmat_sema / autorizacao_exploracao_sema: State-level deforestation and exploitation permits issued by State Secretariats of the Environment (SEMA).
vw_embargos_ibama / vw_embargos_icmbio: Lists and histories of sanctions, fines, and active land embargoes imposed by Ibama and ICMBio on environmental offenders.
sicar_reserva_legal_pol / sicar_area_imovel_pol: Geographic polygons from SICAR (National Rural Environmental Registry System), revealing the boundaries of private properties and protected legal reserves.
🪙 2. Rural Credit and Financial Fraud Data (Central Bank of Brazil)
A section of particular interest from a corporate and regulatory compliance perspective:
vw_bacen_glebas / vw_bacen_mutuarios / vw_bacen_propriedades: Data linked to the Central Bank of Brazil (BACEN) and the SICOR system (Rural Credit and Proagro Operations System). ⚠️ RISK AND IMPACT ANALYSIS OF LOGICAL OPERATIONS
👤 Obstruction of Ongoing Police Investigations: By compromising the Inteligeo database, groups linked to organized crime, illegal mining, and Amazon deforestation could gain advance access to heat maps, investigation targets, Ibama enforcement actions (seizures/embargoes), and lists of properties under Federal Police scrutiny, thereby nullifying the element of surprise in tactical operations.
🛡️ TECHNICAL RESPONSE RECOMMENDATIONS (SOC / CSIRT BRAZIL)
🛑 Perimeter Isolation and SQL Query Forensic Audit: Administrators of the Brazilian Federal Police's digital infrastructure are urged to immediately audit the database management systems (DBMS) powering the Inteligeo environment, specifically looking for massive table dumps or unusual requests targeting the views (vw_) listed by the attacker.
📊 MONITORING AND EVALUATION
Intelligence System: https://t.co/wk9bZJ2Nli
Quickly assess your website's security at: https://t.co/QZhWp0kFrO
#CyberSecurity #Brazil #PoliciaFederal #Inteligeo #DataLeak #BacenLeak #IbamaEmbargos #Sinaflor #MiningProcesses #ThreatIntelligence #CyberAlert #VECERT #Infosec #UnverifiedIncident
Confirmo que há todos os indícios típicos de bloqueio nacional determinado pela Anatel no dia de hoje para https://t.co/cw6yji79x7. Nas quartas-feiras, geralmente em dias de jogos de futebol, a agência de reúne com as maiores operadoras do país e determina o bloqueio de endereços utilizados pelos TV boxes. A lista de endereços bloqueados é mantido em sigilo pela agência, algo que tenho criticado em artigos, entrevistas e palestras.
Os indícios são:
1) O fato de ocorrer numa quarta-feira e pelo relato desse internauta que me acionou, ontem o problema não ocorria.
2) O fato do IP 4.228.31.149 para qual aponta o FQDN https://t.co/cw6yji79x7 estar bloqueado somente na Claro, Vivo, Nio, Algar e TIM e *NÃO* em ISPs regionais conforme posso testar com o comando globalping.
3) O fato de outros endereços IP contidos no mesmo bloco /24 serem normalmente alcançáveis, o que exclui problemas de roteamento já que todos os IPs entre 4.228.31.1 e 4.228.31.255 necessariamente pertencem a mesma rota (vide exemplo 4.228.31.3).
Recomendo que os afetados entrem em contato com seus provedores mostrando evidências coletadas a partir de sua casa ou empresa e exijam uma resposta do porquê não havia rota para 4.228.31.149 na noite de 10/06/26 enquanto para 4.228.31.3 há.
Nesse thread a seguir, colocarei algumas informações úteis sobre o problema.
O final de copa perfeito: Neymar é atingido por um tiro mas ao invés de cair ele continua seu ataque e marca um gol garantindo o hexa do brasa, todo mundo comemora com gritaria e festa, só que o endrick vê o Neymar lá caído, enquanto ele dá seus últimos suspiro e fala ao endrick: "agora é com você" e morre.
O ano era 1976 e operários relatam as suas expectativas para o ano de 1977.
Perceba a desenvoltura e o vocabulário deles bem superior a muitos universitários hoje.
i am still in shock that Qwen 3.5 27B dense on a single RTX 3090, a $900 GPU, one shotted a game challenge that 120B MoE at full precision on $70K+ production hardware could not.
this is leading me to doubt if it was a fluke. so i am going to reproduce it. i will test 27B dense Q4 on my single 3090 again paired with Hermes Agent and have it reproduce the results. after that i will test the same dense 27B but unquantized because if Q4 can one shot something that 120B full precision cannot then i wonder what dense 27B unquantized would do.
dense models with all parameters active on every token might matter more than total parameter count for agent coding. if this reproduces it changes how i think about what hardware you actually need.
this is not letting me sleep well since yesterday. i will report back.
Microsoft is moving to 100% native apps for Windows 11. They are stepping away from web-based wrappers.
A new team at Microsoft will rebuild apps using native tools like WinUI. Engineer Rudy Huyn is involved in this shift.
Apps like File Explorer should launch quicker. The Start menu and context menus will feel more responsive.
Linux users, when they need to run a command in the terminal:
⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬇️⬇️⬇️⬇️⬆️⬆️⬆️⬆️⬇️⬇️⬇️⬇️⬇️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬇️⬇️⬇️⬇️⬇️⬇️⬇️⬆️⬆️⬆️⬆️⬆️⬇️⬇️⬇️⬆️⬆️⬇️⬇️⬆️⬆️⬆️⬆️⬆️⬆️⬆️⬆️
Ah, here it is!