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Email Isn't Dead. Your Strategy Is. The average office worker receives 121 emails daily. Marketing messages compete with meeting invites, shipping notifications, and replies to that thread from three weeks ago. Yet email marketing still drives $36 for every $1 spent—when done right. The difference between campaigns that convert and those that die in the promotions tab usually comes down t …
Why Social Media Teams Are Drowning (And How AI Changes It) Most marketing teams waste 12+ hours weekly on repetitive social tasks: drafting posts, resizing images for five platforms, scheduling at "optimal" times that turn out wrong, and staring at analytics dashboards that answer questions nobody asked. The math is brutal. A mid-sized brand publishing 3x daily across Instagram, LinkedIn, X, and
Qwen3.8 beats Claude on a consumer GPU; Gemini 3.7 Flash ships; DeepSeek plugins go viral.
MCP goes stateless: new headers let gateways route and limit agent traffic without parsing bodies. Is this just REST?
Emotion vectors beat text for agent skill selection, lifting task success from 9.6% to 56.9%. Confusion is a feature.
Looping models add compute on hard problems, but extra rounds backfire: Ouro hits 65 on AIME at round four, then 38.67.
Claude wrote 388 pull requests in weeks; 180 merged. Anthropic and Faros AI data: review, not writing, is the new bottleneck.
AI solves the 68-year-old Sendov conjecture, verified in Lean. Tao digests the machine proof, uncovers a stronger result.
CLAUDE.md grows 226%; old rules resist deletion. Research calls it catastrophic remembering; why-comments cut 99.3% bloat.
Aligned agents with conflicting orders on one codebase turned on each other. Anthropic shows capability is not coordination.
ZJU open-sourced Polaris, an AI research agent: literature, ideas, GPU experiments, paper writing. MCP tools included.
MCP 2026-07-28 removes sessions, making agent traffic routable, throttleable HTTP. What changed and why it matters.