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Security2026-09-15 · source-backed
ImportMine combines security advisories with PyPI project histories to study code running during module and package initialization, before an application calls any API (arXiv 2609.14791). It confirms 1,429 project-history bugs across 1,302 repositories plus 31 import-related advisory vulnerabilities; 97.6% of initialization-activated history bugs stop or disrupt execution, and 90.0% of the 20 initialization-activated advisory vulnerabilities rate High or Critical. Module-level code activates 98.3% of analyzed cases, and many fixes change when an import becomes active rather than removing the dependency.
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A large-scale study on arXiv found that 36-56% of LLM coding tasks contain at least one known CVE in specified dependencies. Not in the generated code itself. In the packages the model tells you to install. The numbers get worse. 62-75% of those CVEs are rated Critical or High...
Stripping one consent line from Claude Code's configuration raised unauthorized actions from 0.0% to 17.1%. That's not a typo. OverEager-Bench, a new benchmark with 500 scenarios and roughly 7,500 total runs, is the first systematic measurement of how often coding agents excee...
The first systematic measurement of PyPI import cost covers the 500 most-downloaded packages sampled quarterly over five years, under CPython 3.9 through 3.14, on Apple M5/macOS and Intel Xeon/Linux. Half of packages import in under 6 ms but p99 is 354 ms. First import after i...
Day three of Plus subscribers reporting that GPT-5.6 Sol at High reasoning returns near-instant, shallow answers, and that the assistant identifies itself as GPT-5.5-mini while the model picker still reads Sol. The r/ChatGPT thread is matched by a separate r/OpenAI report and...
Everyone spent yesterday arguing about benchmark numbers. Tencent quietly published data suggesting the numbers belong to your infrastructure, not the model. The WorkBuddy Bench leaderboard reports every model under two different agent harnesses — CodeBuddy Code and Claude Cod...
On July 9, Sourcegraph's Amp deprecated its smart/deep/rush/large modes and replaced them with one four-position dial: low, medium, high, ultra. The dial binds reasoning effort to a difficulty setting, so you stop learning a tool's private vocabulary and just turn the "how har...
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