Latest articles on AI, technology, and software development.
Tender offers are no longer rare cleanup events. For many late-stage startups, they are becoming a deliberate operating tool for retention, price discovery, and investor signaling.
Researchers are no longer treating model size as the single proxy for capability. Attention is shifting toward how much compute a system uses at test time, how it allocates reasoning budgets, and how verifier loops change evaluation.
AI agents are becoming most useful inside browser-based workflows, where tabs, web apps, and APIs provide live context and direct paths to action.
Passkeys are improving consumer apps less by replacing passwords in theory and more by removing friction from signup, recovery, and re-auth flows in practice.
As AI features move onto phones, RAM, storage bandwidth, NPU integration, and thermal behavior are becoming core product decisions rather than hidden engineering details.
Indoor buyers increasingly prefer Wi-Fi 7 because it fits existing devices, IT teams, and budgets better than private 5G in most office and campus environments.
Support workflows now sit inside the identity perimeter. When account recovery and device enrollment are easier to exploit than login, attackers do not need to break authentication, they only need to persuade the help desk.
Smart rings are finding their place as passive, comfortable wearables that complement the active, screen-led strengths of smartwatches.
The center of gravity in crypto is shifting from speculative culture toward payment, treasury, and settlement infrastructure built around fiat-backed stablecoins and always-on money movement.
PCIe 6.0 brings much more bandwidth to AI platforms, but PAM4 signaling, board complexity, and CXL expansion are making retimers a central design constraint in modern server hardware.
Enterprise AI is shifting away from one-model strategies toward routing layers that decide which model, tool, and retrieval path should handle each task. That routing layer is quickly becoming the real operating system for automation.
Attackers increasingly do not need to break MFA or crack passwords when they can simply steal valid session tokens. As work moves deeper into browsers and SaaS, token theft, replay, infostealers, malicious extensions, and adversary-in-the-middle phishing are turning active sessions into one of the most abused paths to compromise.