Anthropic files for IPO + launches Project Glasswing: Confidential IPO filing follows a $65B raise at a ~$1T valuation. Simultaneously launches Project Glasswing, a consortium spanning Apple, AWS, Google, Microsoft, NVIDIA, CrowdStrike, and others. Claude Mythos Preview found thousands of zero-days — including a 27-year-old OpenBSD vulnerability and a 16-year-old FFmpeg bug. Samsung, SK Hynix, and SK Telecom are among the 15+ countries now receiving Mythos access for critical infrastructure
출처: TechCrunch · Anthropic
Enterprise AI ROI crisis surfaces: Uber blew its annual AI budget in four months and imposed a $1,500/month per-employee cap. COO: “it’s very hard to draw a line between AI usage and new consumer features.” On HN, “AI Doesn’t Have ROI” essay hits 56 points as skepticism spreads
출처: TechCrunch · Wheresyoured
Agent workplace race accelerates: Microsoft unveils Scout, an always-on autonomous agent integrated with M365 apps. OpenAI ships six job-specific Codex plug-ins (data analytics, sales, investment banking, creative production, product design, equity investing). Codex hits 5M+ weekly active users; knowledge workers are 20% of the base and growing 3x faster than developers
출처: Computerworld · TechCrunch
AI cybersecurity arms race: Claude Mythos autonomously chained multiple Linux kernel exploits for privilege escalation. OpenAI counters with GPT-5.5-Cyber. 404 Media reports Microsoft internal docs aim to “make people addicted” to Scout
출처: 404 Media
Anthropic: Opus 4.8 with “dynamic workflow” tool. Claude Mythos expanded to 15+ countries’ critical infrastructure. Confidential IPO filing
Microsoft: Scout (autonomous agent), MAI-Code-1-Flash and MAI-Thinking-1 new models, agent behavior control tools, text-based AI behavior testing tools
OpenAI: Six Codex job plug-ins + Sites (hosted web output) + Annotations. GPT-5.5-Cyber for security
GitHub Copilot: Switches to usage-based token billing, developer community erupts (“What a joke”)
출처: Ars Technica
DeepSeek-V4-Flash: Successfully running on AMD MI300X
Google: Fake call detection against AI deepfake impersonation scams
AI-native security auditing becomes infrastructure: That Mythos found a 27-year-old OpenBSD vulnerability implies vast undiscovered flaws remain in the software we all depend on. Within 1–2 years, continuous AI-driven security auditing of all critical infrastructure will be standard, not optional
End of the “free money” AI budget era: Uber is the canary. Copilot’s usage-pricing backlash signals that both enterprises and developers are realizing AI costs far exceed initial expectations. The real barrier to AI adoption won’t be technical capability — it’ll be economics
Always-on agents become the new OS layer: Scout’s “autopilot” concept — agents working in the background without being prompted — combined with Google Spark and OpenAI Codex, represents a battle for the agent OS layer. Whoever wins this layer owns the next decade’s platform
AI Cold War blocs forming: Project Glasswing (Anthropic + US Big Tech alliance) vs. China (DeepSeek). What began in cybersecurity is evolving into geopolitical alignment around AI standards, infrastructure access, and allied-nation lines
AI cost optimization middleware: Every company with AI spend needs what Uber just scrambled to build — usage monitoring, model routing (expensive vs. cheap models), budget alerts, team-level quotas. Copilot billing backlash confirms market timing is right
Vertical agents with hard ROI metrics: Vague “AI boosts productivity” claims are dead. Build agents for narrow domains where cost savings or revenue lift is directly measurable — construction (Rudus), manufacturing, logistics. The differentiator is the number, not the demo
AI security audit SaaS for the mid-market: Mythos-level capability is out of reach, but there’s a gap below the enterprise/government tier. Mid-size companies can’t afford a Glasswing partnership but still need vulnerability scanning — a SaaS play with clear per-audit pricing
Will Anthropic’s IPO reprice the entire AI sector? $1T valuation may hold in private markets but public markets are less forgiving
Is Uber an outlier or the leading edge of an enterprise AI spending correction? If it’s the latter, Copilot, Cursor, Codex revenue models face a reckoning
Could Project Glasswing evolve into a de facto AI security alliance? If cybersecurity expands into AI standards and regulation, non-participating companies and nations risk exclusion
How durable is the ’no-AI’ backlash? DuckDuckGo’s surge, data center moratoria, Harvard commencement rhetoric — temporary reaction or a lasting consumer segment?