Security Operations
Detection, incident response, forensics and the tooling behind them.
How Robinhood Cut Security Access Delays by 20% for Developers and Incident Responders
Robinhood's new SERA platform uses passkey-based access approvals to eliminate VPN and managed-laptop friction, cutting approval time by 20% for both engineering teams and incident responders.
Microsoft’s Inside Game: Selling Proprietary AI as the Safer, Smarter Choice
Microsoft is training enterprise sales teams to pitch its in-house AI models as more efficient, secure, and integrated than third-party alternatives like OpenAI and Anthropic—highlighting a shift from component-based AI to full-stack enterprise systems. This push follows the April 2026 partnership amendment, which removed exclusivity clauses and enabled Microsoft to scale its proprietary MAI models. Internal briefings emphasize cost savings, native security integrations with 365, Defender, and Purview, and an open platform where enterprises retain control of their IP. The $2.5B Microsoft Frontier Company deployment further underscores this strategy, embedding 6,000 engineers to help customers build sovereign AI systems while maintaining governance and compliance.
Parallel Processing in the Brain Is the Key to Your Cloud Security Incident Response Playbook
New simultaneous EEG-fMRI findings confirm the human connectome operates on multiple asynchronous streams—mirroring exactly how cloud environments process identity, DLP, and compliance telemetry. Here's why security & compliance analysts must rethink incident response as parallel stream correlation instead of linear incident timelines.
Beyond Tokenomics: Why True AI Efficiency Happens at the Task Level
An exploration of why standard AI token pricing strategies obscure the actual costs of enterprise AI agents, highlighting the need for "price-per-task" benchmarking in 2026.
South Korea's $1 Trillion Chip and Robot Bet: What It Means for Cloud Security Incident Response Playbooks
South Korea's government and top tech companies are committing $1 trillion to flagship megaprojects focused on expanding memory chip production capacity and advancing humanoid robot development — a move that reshapes the attack surface for cloud security incident response playbooks worldwide.
Oracle Lays Off 21,000 as AI Takes Over — SEC Filing Confirms
Oracle laid off 21,000 employees over the past year — not as a result of failing sales or leadership shake-ups, but because AI systems began handling the very tasks those people once performed. A new Securities and Exchange Commission filing, filed Monday, finally spells out how the company’s embrace of artificial intelligence reshaped its workforce at scale. Here's what we know about how a security & compliance leader ended up rewriting job descriptions one redundancy at a time.
Bending Spoons: The Secret Giant Serving Over a Billion People — and Why You’ve Never Heard of It
How a bootstrapped Milan firm, unknown outside tech circles, built a $25B AI-powered conglomerate that quietly owns AOL, Vimeo, Eventbrite—and everything in between.
AI Hallucinations as a Vector for Domain Hijacking Attacks
Why a security & compliance analyst must audit Large Language Model outputs to prevent attackers from registering hallucinated domains for hijacking.
NAIC Clarifies: ShinyHunters' PeopleSoft Breach Exposed Only Public Regulatory Data
The National Association of Insurance Commissioners says the ShinyHunters extortion group's PeopleSoft zero-day breach stole only publicly available statutory filings, outdated logs, and configuration files — directly disputing hacker claims of compromised critical regulatory platforms like SERFF and OPTins.
Progress Software Is Emailing ShareFile Customers to Shut Down Storage Zone Controllers — Here's What We Know
Progress Software has confirmed that a high-severity zero-day path traversal vulnerability is behind the emergency shutdown of ShareFile Storage Zone Controllers, and has released security updates (versions 5.12.5 and 6.0.2) to patch the flaw affecting all 5.x and 6.x versions.
After AI Promise, Capita’s Civil Service Pensions Scheme Leaves Retirees Struggling
After Capita's CEO promised the UK would preside over a flagship AI-enabled pension scheme, retired civil servants face months-long delays and anxiety — as 16 of 21 performance targets continue to fail.
How Beacon Software Is Using AI to Turn Niche Software Firms Into a $1.4B Empire
Toronto-based Beacon Software is pioneering a venture-backed twist on the private-equity roll-up by buying profitable niche software companies and equipping them with an AI operating stack — a long-hold play that flips the traditional exit playbook entirely.