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■■■■□ TypeSafe has launched Jev, a “System One” model designed for classification and decision-making rather than text generation.
Instead of generating responses token by token, Jev evaluates predefined answer options and returns probabilities for each. This allows multiple questions to be processed in a single pass, potentially reducing inference costs for applications that need large-scale classification or decision-making.
The interesting aspect is less about generating better text and more about making model-based decisions economically practical to integrate into software.
#AI #LLM #MachineLearning #DevTools
Instead of generating responses token by token, Jev evaluates predefined answer options and returns probabilities for each. This allows multiple questions to be processed in a single pass, potentially reducing inference costs for applications that need large-scale classification or decision-making.
The interesting aspect is less about generating better text and more about making model-based decisions economically practical to integrate into software.
#AI #LLM #MachineLearning #DevTools
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I scanned an iPhone for Pegasus and it came back with one critical alert. The tool is called the Mobile Verification Toolkit, or MVT. It’s free and open source and was built by Amnesty International’s Security Lab. All you need to do is make an encrypted backup of your phone on a computer, point MVT at it, and it checks your messages, browsing history, apps and data usage against known traces and fingerprints of Pegasus, Predator, stalkerware and other surveillance tools. It works for iPhone and Android, and it runs on a Mac or on Windows. Don’t forget to also check out my other detailed videos about Pegasus and Paragon. And if you’re interested in a step by step guide let me know in the comments and make sure you give this a follow and share.
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■■■□□ Actor Shiny Hunters have claimed that they pwned FBI and data has been stolen.
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■■■□□ 🇺🇸 ⚡️ — Hackers from the ShinyHunters group have stolen sensitive FBI personnel records, including psychiatric evaluations, medical histories and information about agents working on counterintelligence investigations, Reuters reports.
The group claims to have obtained between 2-3 TB of data after breaching FBI systems.
Reuters partially authenticated several leaked documents, including medical examinations and mental health assessments, but could not verify the full extent of the breach or the hackers’ claims of access to internal FBI medical databases.
The FBI says it is “aggressively investigating” the reported breach.
The group claims to have obtained between 2-3 TB of data after breaching FBI systems.
Reuters partially authenticated several leaked documents, including medical examinations and mental health assessments, but could not verify the full extent of the breach or the hackers’ claims of access to internal FBI medical databases.
The FBI says it is “aggressively investigating” the reported breach.
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Forwarded from cKure Red
An investigation shows deep ties to Israel’s intelligence and military-cyber world:
former senior Mossad official Eyal Tsir Cohen (shortlisted in 2025 to lead Shin Bet) now heads its two Israeli subsidiaries, while staff include veterans of Unit 8200 and former NSO Group employees.
https://irpimedia.irpi.eu/en-inside-the-secretive-cyberweapons-company-that-won-over-israels-intelligence-elite/
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■■■■□ 🇺🇸 ️ — Palantir co-founder Peter Thiel:
I think everybody says that the Antichrist is a crazy idea, and the reality is they actually secretly agree with me.
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■■■■□ 🇺🇸 🇷🇺 🇺🇳 ⚡️ — The U.S. and Russia worked together to weaken proposed UN restrictions on lethal autonomous weapons during negotiations in Geneva earlier this month, according to WaPo.
During a closed-door session, with UN cameras switched off and civil society observers excluded, Washington and Moscow each deployed approximately 10 lawyers, nearly twice the representation of other delegations. The two teams pushed through changes so rapidly that smaller delegations struggled to keep up.
The changes removed provisions requiring AI weapons to operate predictably and reliably, account for ethical considerations, and undergo human review of AI-selected targets before strikes.
The negotiations remain nonbinding but could eventually produce an international treaty.
Talks are scheduled to resume in November, while the Pentagon separately reviews its own rules on autonomous weapons.
During a closed-door session, with UN cameras switched off and civil society observers excluded, Washington and Moscow each deployed approximately 10 lawyers, nearly twice the representation of other delegations. The two teams pushed through changes so rapidly that smaller delegations struggled to keep up.
The changes removed provisions requiring AI weapons to operate predictably and reliably, account for ethical considerations, and undergo human review of AI-selected targets before strikes.
The negotiations remain nonbinding but could eventually produce an international treaty.
Talks are scheduled to resume in November, while the Pentagon separately reviews its own rules on autonomous weapons.
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■■■■□ Rogue OpenAI agents targeted three separate US government websites.
https://edition.cnn.com/2026/09/26/tech/openai-agents-rogue-government-websites
https://edition.cnn.com/2026/09/26/tech/openai-agents-rogue-government-websites
■■■■□ UAE Ministry of Interior Data Breach 🇦🇪
A threat actor S-Root claims to have obtained 4 TB of data allegedly linked to the UAE Ministry of Interior after “10 days” of access to its servers.
Claimed data includes:
• Emirates ID & passport records
• Resident & visitor information
• Fingerprints & biometric data
• Driving/vehicle license records
• Traffic violations & penalty points
• Issued driving certificates
💰 Claimed sale price: $3,000
🔐 Access price: $8,000
⚠️ The breach and authenticity of the dataset have not been independently verified. Claims involving highly sensitive identity and biometric information should be treated as unverified until confirmed by the relevant authorities or credible independent sources.
A threat actor S-Root claims to have obtained 4 TB of data allegedly linked to the UAE Ministry of Interior after “10 days” of access to its servers.
Claimed data includes:
• Emirates ID & passport records
• Resident & visitor information
• Fingerprints & biometric data
• Driving/vehicle license records
• Traffic violations & penalty points
• Issued driving certificates
💰 Claimed sale price: $3,000
🔐 Access price: $8,000
⚠️ The breach and authenticity of the dataset have not been independently verified. Claims involving highly sensitive identity and biometric information should be treated as unverified until confirmed by the relevant authorities or credible independent sources.
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Forwarded from cKure Red
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cKure
■■■□□ 🇺🇸 ⚡️ — Hackers from the ShinyHunters group have stolen sensitive FBI personnel records, including psychiatric evaluations, medical histories and information about agents working on counterintelligence investigations, Reuters reports. The group claims…
■■□□□ Statement by the Shiny Hunters
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■■■□□ GraphenOS security.
The phone that police forensic tools can’t crack when it’s locked. Cellebrite’s own leaked support documents, first reported by 404 Media, show their tools couldn’t get into Pixels running an up-to-date GrapheneOS. Edward Snowden has said it’s the OS he’d use. What you need: Any supported Google Pixel 6 to Google Pixel 10 should be fine. A computer with Chrome, Edge or Brave grapheneos.org/install/web Once you’re set up, pair the Auditor app at attestation.app to confirm your install hasn’t been tampered with, and always stay on the latest update.