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Ground Truth

8posts

September 2026
  1. Ground TruthEssay

    AI-SPM Isn't a New Category — It's CSPM Learning to See AI Workloads

    Orca and Microsoft both ship AI-SPM as an extension of their existing CSPM platform, not a standalone product — except for one 2026 licensing change that cuts the other way. What AI-SPM actually covers, and where the real boundary sits.

    5 min read
August 2026
  1. Ground TruthEssay

    CSA's 2026 Top Threats: Identity Beats Infrastructure, AI Shows Up Twice

    Cloud Security Alliance ranks inadequate IAM — driven by non-human identity sprawl — as the #1 cloud threat for 2026, with two AI-related risks debuting on the list. What actually changed, and what it means for cloud teams.

    5 min read
July 2026
  1. Ground TruthCase Study

    Malaysia's Military AI Push: Sovereign Ambition, Cloud-Security Blind Spots

    TactiDrone's offline AI is a quiet admission about cloud-dependent C2 risk. The same gaps that plague government cloud security — talent shortage, silos, corruption risk — also bottleneck Malaysia's military AI.

    9 min read
  2. Ground TruthCase Study

    Malaysia's Military AI Infrastructure 2026 — Case Study and Threat Scenarios

    PSPN 2026-2030, PSEP Cyber Command, STRIDE drone framework, CL-STA-1062 attacks on ASEAN critical infrastructure, TNB AI grid, and NACSA's Cryptology Centre — a case study on how Malaysia is building and defending military AI infrastructure amid real 2026 threats.

    7 min read
  3. Ground TruthEssay

    The World Is Writing AI Law — What Engineers Actually Need to Know

    EU AI Act enforcement began Feb 2025. Malaysia is finalising an AI Governance Bill. ASEAN has its own frameworks. Regulation is shaping how we build AI — whether we are paying attention or not. A guide for engineers.

    6 min read
  4. Ground TruthEssay

    Guardrail Vendors vs Production Reality — What AWS, Azure and Google Don't Tell You

    AWS Bedrock Guardrails, Azure AI Content Safety, Google Vertex AI Safety — all look solid in documentation. But in production, there are real gaps between vendor promises and actual protection. Data from Palo Alto Unit42, AML bypass research, and production latency benchmarks.

    7 min read
  5. Ground Truth

    Ground Truth

    Essays and case studies on the global cloud security and AI guardrail engineering landscape — perspective, analysis, and real threat scenarios from a Malaysian and ASEAN context.

    1 min read
  6. Ground TruthEssay

    Identity Is the New Perimeter — Lessons from Snowflake, MGM and Scattered Spider

    In 2024, UNC5537 stole data from 165 Snowflake customers without exploiting a single vulnerability. In 2023, Scattered Spider paralysed MGM in a 10-minute phone call. This is not a technical attack story — it is the new era where identity is the only perimeter left.

    5 min read