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GitHub Copilot's Opus 4.7 Multiplier: 7.5x to 15x to 27x in 60 Days
GitHub Copilot's Opus 4.7 multiplier tripled from 7.5x to 27x in 60 days. AI Credits billing changes per-turn costs, forcing Pro+ users to decide between Opus and Sonnet 4.6.
Meta Tells 8,000 Laid-Off Staff the Cuts Pay for $135B AI Capex, Not AI Productivity Gains
TrustFall: One Keypress in Claude Code, Gemini CLI, Cursor, and Copilot CLI Triggers Unsandboxed RCE
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GraphFlow Lifts LLM-Agent Workflows Into Schedulable Graphs to Optimize Serving
GraphFlow turns agent workflows into declarative graphs the serving runtime can batch and reorder, exposing a serving-optimization gap in LangGraph, CrewAI, and AutoGen.
Learning to Configure Agentic AI Systems Exposes a Gap in CrewAI and AutoGen Template Libraries
ARC proves learned per-query agent configuration beats static templates by 31% reasoning and 2x τ-Bench, forcing CrewAI and AutoGen to compete on declarative config surfaces.
Malicious VSCode Extension Hit 3,800 Repos: What GitHub's Marketplace Trust Model Actually Verifies
A poisoned VS Code extension exfiltrated 3,800 GitHub repos through a Marketplace that verifies publisher identity but never inspects extension code and imposes no runtime.
Microsoft and Uber's AI Agent Bills Expose a Per-Token Pricing Problem
Microsoft canceled Claude Code licenses for cost reasons and Uber exhausted its AI budget in four months, revealing per-token agent costs that exceed human labor rates and.
Microsoft's 2026 Cost Math Forces CrewAI and LangGraph Users to Audit Token Spend Per Agent
Microsoft's accounting reveals per-agent token bills now exceed engineer salaries. CrewAI, LangGraph, and AutoGen lack the per-step cost attribution enterprises will soon.
NIH Demands Advance Clearance for Foreign Co-Authors Without a Published Rule
NIH is requiring advance clearance for foreign co-authors without publishing a formal rule, forcing compliance offices to build a pre-submission gate no one budgeted for.