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Rethinking Red Teaming for SME AI Models

Mon., 2. March 2026

SMEs have been adopting AI quickly, but AI models bring unique risks like hallucinations, bias, prompt injections, and data leakage. Built-in vendor safeguards are no longer sufficient. Cost-effective AI red teaming solutions allow SMEs to discover hidden threats in AI models. CISOs and security leaders can turn to these solutions to ensure that models are resilient to adversarial attacks, strengthen regulatory compliance, build stakeholder trust, and improve model reliability.

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How SMEs Can Benchmark AI for Real Business Impact

Mon., 23. February 2026

AI vendor benchmarks look impressive, but they rarely reflect real business performance. SMEs risk overpaying or under-delivering without practical evaluation. CIOs and IT leaders must use suitable metrics and open-source tools to benchmark models against real workloads, to achieve better control of costs, and identify the AI initiatives that will perform well for their use cases.

Strategy Brief

Implementing Age Verification Without Compromising User Experience

Mon., 16. February 2026

Online age verification is becoming a regulatory necessity across different jurisdictions. For SMEs, the challenge is balancing compliance with user trust, privacy, and usability. This article explores key methods, highlights their risks and complexities, and provides actionable recommendations for adopting child-safety-driven, privacy-aware solutions.

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Knowing When to Pivot: Defining Actionable Success Criteria for LLM Projects

Mon., 16. February 2026

AI projects may not always stall due to model failure, but because teams stick with approaches that no longer deliver. By defining upfront success criteria and monitoring performance, cost, and risk against clear thresholds, CIOs and IT leaders can pivot confidently to keep AI initiatives driving measurable impact.

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The IAM Blind Spot: Governing Non-Human Identities at Machine Speed

Mon., 9. February 2026

Agentic AI is exposing the limits of human-centric identity and access management. As non-human identities multiply and act autonomously, legacy IAM models break. For CIOs, CISOs, and senior IT leaders, the issue is no longer whether this shift matters, but whether existing IAM models can withstand autonomous agents operating at scale and speed.

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Machine Identities: The Fastest-Growing Attack Surface You Don’t Audit

Mon., 9. February 2026

Non-human identities now outnumber humans and quietly hold privileged access across cloud, DevOps, and AI systems. Vaulting credentials is not governance. CIOs must establish visibility, ownership, and lifecycle controls immediately, or accept expanding privilege sprawl they cannot explain, audit, or defend at enterprise scale today.

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Device-Bound Session Credentials: A Secure Alternative to Session Cookies

Mon., 9. February 2026

Session hijacking is accelerating, with attackers exploiting stolen tokens to bypass authentication. W3C’s Device-Bound Session Credentials (DBSC) offer a breakthrough by binding cookies to devices using TPM-based cryptography, making theft useless. SME tech leaders should read this article to find out how DBSC secures sessions, blocks cookie theft, and future-proofs authentication.

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Stuck on the Wrong Side: How Misaligned LLM Choices Stall Transformation

Mon., 2. February 2026

General-purpose LLMs are often chosen over specialized models due to versatility, familiarity, and fast setup. Despite these benefits, general-purpose LLMs may not always be the best solution. CIOs and IT leaders must understand when to use each type of LLM to avoid misaligned solutions that are costly.

Strategy Brief

Passkey Limitations, Implementation Risks and Hidden Challenges

Mon., 2. February 2026

Passkeys are rapidly becoming a default authentication option, but enterprise value depends on execution. WebAuthn/FIDO passkeys reduce phishing exposure and password-related breach impact, yet introduce rollout risks. This article focuses on real-world rollout challenges, helping CIOs, CISOs, and IAM leaders adopt passkeys, maximizing benefits while avoiding hidden tradeoffs.

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Learning from Shadow AI: Delivering the AI Tools Your Employees Actually Need

Mon., 26. January 2026

As AI adoption surges, shadow AI was bound to follow, just like shadow IT before it. This can lead to data leaks and compliance violations, prompting urgent alarms when detected. However, it is also important to understand why shadow AI occurs. By uncovering its root causes, CISOs and IT leaders can close gaps and deploy the AI tools that employees truly need.