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 […]

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 […]

AI Compliance Cybersecurity Infrastructure Security Risk management Security

AI lowers the barrier for attacks on industrial systems

U.S. security agencies warn of active cyber threats targeting Siemens S7 PLCs, used across energy, water, manufacturing, and other critical infrastructure. Attackers are leveraging AI-generated exploits and internet scanning to identify and target exposed or poorly secured industrial control systems. AI makes ICS attacks faster and more accessible, reducing the level of specialized OT expertise […]

Cybersecurity Hack Information Security Risk management Vulnerability

Autonomous AI agent breach signals a new era of cyber threats

Hugging Face disclosed a groundbreaking cyberattack in which an autonomous AI agent independently executed the entire intrusion—from initial compromise to privilege escalation and lateral movement. The attacker exploited vulnerabilities in the dataset-processing pipeline, performing more than 17,000 automated actions over a single weekend without direct human control. Although public models, datasets, and the software supply […]

AI Cybersecurity Information Security Risk management

Why AI governance will define tomorrow’s winners in the board room

AI has evolved from a technology initiative into a board-level strategic and enterprise risk that demands continuous oversight, not periodic reviews. Boards must establish clear governance, accountability, and AI risk appetite while ensuring innovation is balanced with responsible use. Traditional cybersecurity alone is no longer sufficient, organizations must protect AI-driven decision-making, data, identities, and autonomous […]