VoicesAndrew Ng AGI Decades Away Real Bubble in Training LayerFast Company·high signalXBlueskyLinkedInCopy linkNg pushes back on AGI hype, identifies training layer as real AI bubble risk, argues job loss fears are overstated.SourceSource pageFast Company↳ Follow the threadPolicy dependency / Stack layerZvi Mowshowitz: 75% of Americans oppose local data centers, and only 14% of that is about disliking AIDon't Worry About the Vase (Zvi Mowshowitz)Policy dependency / Stack layerMCP-Universe RL trains tool-use agents by using MCP servers as the RL environment interfacearXivStack layer / Threat patternClawSentry cuts skill-injection attack success from 39.55% to 2.61% across Codex, Claude Code, Kimi CLI and Gemini CLIarXivStack layer / ContrastQuantization-Aware Healing Distills a 4-Bit Student From the Uncompressed Teacher and Beats bfloat16 on 7 of 9 BenchmarksarXiv 2608.20953Stack layer / Threat patternVibe Coding Review Reconciles +26% More Tasks Per Week With a 19% Measured Slowdown and +441% Code-Review TimearXiv 2608.20446Stack layer / Threat patternStratechery Argues Agentic Cybersecurity Structurally Favors Offense, and That Favors StartupsStratecheryPolicy dependency / Stack layerAppending a Security-Requirements Section to a Vibe-Coding Prompt Cut Confirmed Findings From 51 to 24 Across Six Web AppsarXiv 2608.20963Stack layer / ContrastSatya Nadella to Fareed Zakaria: a company that depends on one model has 'outsourced your thinking' and will not remain a firmWindows Latest