Most open-source AI projects still fail to reach production
Mozilla's latest State of Open Source AI report says that nearly half of open-source AI projects never make it into production. The main obstacles are no longer just model capability, but deployment, governance and the operational tooling needed to run systems safely at scale. That matters for organizations that assume open models automatically reduce risk or complexity. In practice, teams…
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The ‘augmented customer’ is reshaping financial advice in the AI era
One Agenda Digitale article says AI is changing financial consulting not just on the supply side, but on the demand side as well. Clients now arrive better informed, more autonomous and exposed to multiple…
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European AI sovereignty is becoming a strategic issue in finance, defense and healthcare
Agenda Digitale argues that Europe is unlikely to become fully independent from the US and China in AI, but it can still build sovereignty where it matters most. The article points to finance, defense…
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Age verification tools raise privacy, security and civil-liberties trade-offs
A CISPA-led study on age assurance technologies concludes that there is no one-size-fits-all system that protects minors online without significant side effects. The researchers evaluated multiple approaches to age verification and found that each…
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Public-sector AI ethics: Italy’s governance debate meets France Travail’s algorithmic targeting
An Agenda Digitale essay argues that public-sector AI should be guided by human dignity, supervision, the common good, information quality and the centrality of work. That abstract framework becomes concrete in a separate report…
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ZoneAlarm Mobile Security adds customizable content filtering for mobile protection
Check Point's ZoneAlarm Mobile Security product has been updated with customizable content filtering alongside its existing phishing, malicious website, and unsafe network protections. The app is available on iPhone, iPad, Android, and Apple silicon…
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Backdoored AI code completions need forensic analysis as poisoned training data becomes a supply-chain risk
A Help Net Security piece describes a forensic tool designed to trace backdoored code completions generated by AI assistants. The concern is that code used to train large models may have been tampered with…
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Alert overload is slowing SOCs, pushing defenders toward outcome-based operations
A Rapid7 executive argues that adding more alerts to a security operations center can actually slow response instead of improving it. The core problem is that attackers increasingly use stolen credentials and legitimate tools…
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Microsoft releases Dusseldorf, an open-source out-of-band security testing platform
Microsoft has introduced Dusseldorf, an open-source platform for out-of-band application security testing. The tool captures inbound network traffic across multiple protocols and supports automated responses, helping testers validate whether applications are making unexpected external…
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TP-Link Kasa camera flaws expose admin credentials and device location on local networks
Researchers identified flaws in the TP-Link Kasa EC70 and EC71 camera models that let an attacker already on the same local network steal administrator credentials and infer the camera's location. The attack does not…
Read the article →- Ransomware and extortion operations continue to target organizations worldwide
- Credential theft, phishing, and fake downloads remain the main path to compromise
- CrowdStrike, Microsoft, and others are using AI to reframe vulnerability discovery and remediation
- Passwordless identity and MFA changes are reshaping enterprise access management
- Security teams are racing to manage AI, MCP, and coding-agent risk in software development
- Firmware and driver flaws continue to expose kernel and physical-memory abuse paths
- AI-generated malware and botnets are moving from concept to production
- The Russian cyber ecosystem faces escalating sanctions and enforcement actions