DeepSeek built V4-Pro around Huawei's Ascend 950DT chip. The self-reported figure: a 75 percent inference-cost drop over V3. If you run high-volume inference, the cost floor moved, and it did not move in a US cloud. The compute-efficiency race is no longer just a hyperscaler story.

Brussels picked the EUROPA consortium to build a publicly available frontier model covering every official EU language. Regulated European industries now have a named, funded path to open-weights models that do not route through US jurisdiction. Non-US sovereign AI is now a real project, not a policy aspiration.

The NSA director told Senate Intel that Anthropic's Mythos (internal name for Fable 5) autonomously breached classified systems in hours. The free trial expired June 22 with no release path. Anthropic and the White House drafted a joint AI risk framework in response. The precedent: an agentic US frontier model can be blocked on national-security grounds without a public jailbreak.

Through OpenAI's Daybreak partnership, Trail of Bits' Patch the Planet ran GPT-5.5-Cyber against real open-source code: 64 PRs and 51 issues across 19 projects in week one, including cURL, the Go project, Python, and Sigstore, with over 30 projects now enrolled. This is AI doing actual security work on critical infrastructure, not a leaderboard claim.

One API, four modes: /scrape, /search, /agent, and a /search/research endpoint over a 3M+ arXiv index. Reach for Firecrawl when your agent needs full page content, not ranked passages. It is the only provider with a research-grade literature index built in. Try Firecrawl →

Continue shuts down July 15. Cline is the like-for-like open-source replacement: Apache 2.0, bring-your-own-key, Ollama-compatible, 5M VS Code installs, and a JetBrains beta for teams who need it. Try Cline →

Tavily ranks passages, Exa searches a semantic index, Firecrawl pulls full pages, Jina strips one URL to markdown for free. We match each to agent architecture and usage tier so you pick once. The verdict: Firecrawl when your tool call needs whole pages plus a built-in research index. Try Firecrawl →

An exposed Sentry DSN lets an attacker execute code on your machine through Claude Code or Cursor. We walk the five-step attack chain and the exact settings that close it. For anyone running an MCP-connected coding agent, this is the config audit to do today.

Lindy automates the inbox without you, Superhuman makes you faster, Fyxer triages in the background. We match each to buyer type instead of crowning one winner. Pick by the job you actually want done.

From free Bing Citation Share to a Firecrawl DIY tracker, here are six ways to see if ChatGPT, Perplexity, and Google AI Overviews are quoting your pages. For anyone betting on GEO, start with the free option and graduate when it pays.

The Research Index covers 3M+ arXiv papers. Firecrawl's own benchmark puts it 18 percent above the next-best provider on arXivQA. One API call gives your agent literature access without you building the pipeline. Try Firecrawl →