Hacker News
Gemini API File Search is now multimodal
Google has upgraded the Gemini API's File Search capability to support multimodal retrieval, allowing developers to query across text, images, and other media types within a single pipeline. This expansion brings retrieval-augmented generation (RAG) beyond pure text, enabling applications that can reason over mixed-content document sets. For developers building AI products that need to surface information from rich, heterogeneous data sources, this is a meaningful step forward.
Read article →Hacker News
"Dirty Frag" (CVE-2026-43284): The Second Linux Root Exploit in Eight Days
A newly disclosed Linux kernel vulnerability dubbed "Dirty Frag" marks the second privilege escalation exploit to surface in under two weeks, raising serious concerns about the kernel's memory management subsystem. The flaw allows unprivileged local users to gain root access, putting unpatched systems at significant risk. Security teams should prioritize kernel updates immediately given the accelerating pace of critical Linux disclosures.
Read article →Hacker News
GitHub Is Sinking
GitHub's increasing reliability issues and developer frustrations are mounting, raising questions about whether Microsoft's stewardship of the platform is failing its users. For a tool that sits at the center of the global software development workflow, degraded performance isn't a minor inconvenience — it's a critical infrastructure problem. If the world's dominant code hosting platform can't stay afloat, the industry needs to start taking alternatives seriously.
Read article →TechCrunch
We’re feeling cynical about xAI’s big deal with Anthropic
xAI's newly announced deal with Anthropic is raising eyebrows, with skeptics questioning the strategic logic behind two competing AI players joining forces. The arrangement carries particular weight given SpaceX's position as xAI's parent company, adding a layer of corporate complexity to an already unusual partnership. The Equity podcast team isn't buying the optimistic spin — and their reservations are worth hearing out.
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