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DeepSeek Harness: The End of the Model-Only Era

DeepSeek quietly registered its "DeepSeek Harness" team — one of the clearest signals that AI's center of gravity has moved. The lab that built its reputation on models is now building the layer around them.

How a DTC Brand Cut Ad Costs 40% With AI Creative Testing

In early 2026, a DTC skincare brand cut paid ad costs 40% — with a smaller budget. The lever: AI creative testing. This is the play-by-play of how they did it, step by step.

AI Daily Briefing – Aug 12: Claude Sets Riemann Record

Three threads dominated AI news on August 12: a new (still unannounced) Claude model pushed the Riemann Hypothesis frontier, Google's Gemini leadership drama spilled into the open, and capital kept rotating.

DeepSeek Raises Prices as AI Pricing Shifts to Cost per Task

The cleanest sign yet that AI pricing is being re-measured: the same week Anthropic scrapped a planned 50% Sonnet 5 hike and OpenAI slashed GPT-5.6 Luna by 80%, DeepSeek raised prices — shifting to cost per task.

Doubao's 12% Commission: AI Agent Commerce Takes Off in China

China's largest AI assistant just started collecting tolls. ByteDance's Doubao now takes a 12% commission on hotel bookings in-app, has shipped three paid tiers — AI agents are becoming commerce hubs.

AI Is Rewriting the $160B Market Research Industry

A number that should stop you cold: a market research startup with fewer than 60 employees is now worth $2 billion — roughly 60% of the market cap of NIQ, a global top-five firm with 38,800 staff.

AI Daily Briefing – 2026-08-11: China's models widen global lead

August 11, 2026 — Chinese foundation models kept their grip on global usage: DeepSeek-V4-Flash took the No.1 spot on OpenRouter while China's weekly model calls extended their lead over the rest of the world.

AI Just Repriced the $160B Market Research Industry

A 60-person AI company just got valued at $2 billion — nearly six-tenths of NIQ, the research giant with 38,800 employees. Simile has been around for barely two years. AI just repriced the industry.

Simulated Consumers Reprice $160B Market Research Industry

Simile, a market research startup with fewer than 60 employees, just raised at a $2 billion valuation. NIQ employs roughly 38,800 people. Simulated consumers are redefining what research is worth.

AI Apps' First Margin Test: Canva Slows, Figma Eats Inference

The AI hype cycle just met the income statement: two design-software leaders sent a message most AI vendors dread — popularity doesn't pay the inference bill. Canva slowed, Figma eats inference costs.

MIMO Detection Solved: AI Proof Ends 25-Year Open Problem

A 25-year gap, closed in seven days. Microsoft Research's Dimitris Papailiopoulos, working with GPT-5.6 and Claude Fable 5, produced a proof that a simple two-step algorithm solves MIMO detection.

AI Daily Briefing – 2026-08-10: DeepSeek Hikes API Prices

Monday, August 10, 2026 — Inference costs are the story: DeepSeek signals a big API price hike, Amazon reportedly burns money running Claude at scale, and memory-chip shortages keep squeezing supply.