AI Compliance Solutions Technology

Ai starts thinking in “concepts” with beyond “next-token prediction”

NCP-ArchPreview introduces Next Concept Prediction (NCP), enabling language models to predict multi-token concepts alongside individual tokens. The 8.9B-parameter model was trained on 5.73 trillion tokens and reaches OLMo-3-7B’s final pretraining loss using only 51.3% of the training tokens. It achieves 1.95× faster convergence and improves downstream performance by 2.45 points, including a +5.99 gain on […]

Incident Response Ransomware Security

FBI Cyber Strategy goes from defense to disruption

The FBI’s new cyber strategy shifts the focus toward actively disrupting adversaries, dismantling infrastructure, seizing funds and imposing real costs on attackers. Four pillars drive the strategy: disrupt cyber adversaries, support victims, strengthen partnerships, and enhance the FBI’s own cyber capabilities. Rapid intelligence sharing and closer public-private cooperation should help organizations detect attacks earlier, contain […]

Compliance Cybersecurity Data Breaches Incident Response

Berlin Cyberattack: stolen government data triggers crisis response

Following the publication of stolen data from Berlin’s administration, a central crisis unit led by the Chief Digital Officer has been established to coordinate the response. Police, cybersecurity authorities, data protection officials and affected government departments are jointly assessing the leaked information and potential risks. IT forensic investigations remain ongoing, with security-critical data and organisations […]

AI Compliance Cybersecurity Privacy Surveillance

Republicans turn against ai surveillance

Republican leaders are turning against Flock Safety, the $8bn AI-surveillance company whose licence-plate cameras have spread across the US. Governors Ron DeSantis and Greg Abbott have restricted Flock cameras or their funding, citing privacy risks, government overreach and documented misuse by law enforcement. The cameras can create a searchable record of vehicle movements, while newer […]

AI Cybersecurity Ethics Privacy

Ai surveillance as police can search for people based on a description

Flock Safety allows police to continuously search camera footage using AI for individuals matching a written description, such as clothing, color, or objects. WIRED reconstructed the interface and found that officers can geofence areas and receive automatic alerts as soon as the AI detects a potential match. Although Flock is introducing new controls, such as […]

Cybersecurity Identity & Access Management MFA Phishing Social engineering

Oauth phishing bypasses passwords and MFA

The FBI warns of highly targeted OAuth consent phishing attacks aimed at prominent figures, their families, and acquaintances. Attackers impersonate government officials, media personnel, or known contacts, luring victims with fake file shares or meeting invitations. Granting permission to a malicious OAuth application gives attackers long-term access to emails, files, and other sensitive account data. […]

Data Protection Digital Identity Privacy

Protecting minors online takes more than age verification

DIDAS warns that age verification alone cannot solve harmful content, addictive design, profiling or commercial exploitation of children online. Where verification is necessary, it should reveal only what is required, such as a simple “over/under age threshold”, without exposing identity, birth date or biometrics. DIDAS proposes six principles: privacy by design/default, unlinkability, data minimisation, open-source […]