https://theplainsignal.com/article/brazil-pepe-mujica-regional-science-funding-ai-map The Plain Signal en 2026-10-11 Brazil added R$160 million to a regional science call. AI cannot swallow the map https://theplainsignal.com/article/china-ai-employment-action-worker-outcome-ledger The Plain Signal en 2026-10-11 China announced an AI jobs action. Workers need the outcome ledger https://theplainsignal.com/article/microsoft-decision-1-calibrated-choice-audit The Plain Signal en 2026-10-11 Microsoft built a model that only chooses. Its confidence needs an audit https://theplainsignal.com/article/mistral-managed-deployments-github-worker-egress-control The Plain Signal en 2026-10-11 Mistral will run workflow workers from GitHub. The egress switch matters https://theplainsignal.com/article/codex-composer-predictions-review-before-send The Plain Signal en 2026-10-11 Codex now predicts your next prompt. The useful default is still review https://theplainsignal.com/article/github-copilot-jetbrains-model-default-mcp-off-switch The Plain Signal en 2026-10-11 GitHub let JetBrains admins choose the default model. MCP finally got an off switch https://theplainsignal.com/article/shiksha-copilot-karnataka-teacher-time-kannada-review The Plain Signal en 2026-10-11 Shiksha Copilot saved teachers time. Kannada still needed the humans https://theplainsignal.com/article/europe-data-spaces-collaboration-interoperability-receipts The Plain Signal en 2026-10-10 Europe linked its data-space builders. Interoperability needs receipts https://theplainsignal.com/article/canada-france-mila-inria-ai-cooperation-project-ledger The Plain Signal en 2026-10-10 Canada and France signed four years of AI cooperation. The project ledger starts empty https://theplainsignal.com/article/japan-sakana-namazu-evidence-finder-clinical-judgment The Plain Signal en 2026-10-10 Japan put a local-language model inside a doctor's evidence search. Accuracy is not clinical judgment https://theplainsignal.com/article/canada-youth-ai-mental-health-support-gap The Plain Signal en 2026-10-10 Canada's young people asked AI for mental-health help. The gap answered first https://theplainsignal.com/article/anthropic-oss-scanner-maintainer-triage-burden The Plain Signal en 2026-10-10 Anthropic offered free AI security scans. Maintainers still inherit the triage https://theplainsignal.com/article/google-gemini-code-assist-subscription-sunset-migration-plan The Plain Signal en 2026-10-10 Google stopped selling Gemini Code Assist. The migration plan is the product now https://theplainsignal.com/article/openai-false-front-journalists-editorial-verification-gap The Plain Signal en 2026-10-10 OpenAI found fake journalists getting published. The editorial handshake broke first https://theplainsignal.com/article/cloudflare-clef-omni-multimodal-decision-calibration The Plain Signal en 2026-10-10 Cloudflare taught a decision model to hear and watch. Calibration still has to travel https://theplainsignal.com/article/claude-false-homicide-tip-external-write-permission The Plain Signal en 2026-10-10 Claude filed a false homicide tip. The missing permission was submit