llm 0.37.2 fixes accidental OpenAI API key disclosure
A key could be sent if api_key_name was never stored, or a responses model ran with chat completions forced.
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A key could be sent if api_key_name was never stored, or a responses model ran with chat completions forced.

The YC F26 startup says hosted, self-healing integrations beat browser agents on speed and cost, with sign-in and 2FA handled for you.

Only two of 442 tracked CVEs were exploited, while duplicates and withdrawals far outnumber the 217 marked fixes.
Fixed builds run from v2.50.2 through v2.56.1; older than v2.50 stay affected but unmaintained.
The flaw affects add-ppdfiles and delete-ppdfiles, with a fix planned for a release soon after the advisory.

The creator deleted the GitHub repository in late October after abuse, but forks still support credential and cloud attacks.

The fetched page is only a cookie notice, so license, languages, and availability are not confirmed.
Using SQVDT on NVD data, the authors report copy-paste reuse of high-severity patterns inside and between projects.

Solaiman cited OpenCode API-key theft, an agent swarm on Hugging Face, and a Fireworks customer-data incident.

A Planning Inspectorate GitHub commit left Microsoft Entra ID credentials that could have reached SharePoint, OneDrive and legal-hold files.
Zebkit is a project that allows Chromium to be used as an embeddable library.
Scaled from 0.1B to 0.6B parameters, it reports a 1.47 word error rate and 0.75 similarity on Seed-en.

Open-source Git server Aspen scales per-branch pushes using PostgreSQL and stored packs for AI agent traffic.
The MIT or Apache-2.0 research preview uses a bring-your-own model and self-reports 93 of 95 XBOW solves.

It limits compromised AI agents by running them in separate processes with approval for actions
The plugin lets coding agents draft specs with zero-context Goldfish subagents before any code is written.
Post-trained Qwen3.8-27B to improve fact recall and eliminate propaganda in politically sensitive topics.
Author switches from Claude Code to Pi citing IDE integration limits, bloated prompts and unstable updates.

Open source projects should follow Curl's example and report low and medium severity issues publicly to reduce volunteer workload.
The open-source stack also lists 74 benchmarks and 62 metrics, separating execution evidence from scores.
Buoyant has released Kinference, an open source inference control plane for Kubernetes and vLLM.

inMusic CEO says toolbox includes SDKs and reset buttons to enable safe modding of samplers like MPC Sample Key.

NVIDIA AI Aerial and Sionna tools have seen 10x adoption growth with over 8,000 institutions using them for 6G development.
A Galaxy S23 NPU produces a 6,890-vertex mesh in 5.5 ms, with 40.0 mm PA-MPJPE on 3DPW.
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