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Gemini 3.8 Flash Holds 3.7 Pricing, Adds a Gated Cyber Model
Google's 3.8 Flash keeps 3.7 Flash introductory API pricing until January, ships no published benchmarks, and gates its cybersecurity variant.
Muse vs Work vs Cowork vs Spark: What Each Agent Touches
Four personal AI agents, one promise. Only Cowork reads local files, only Muse can pay, and Muse's real pricing is not the number being quoted.
Meta's Muse Agent Wants Your Inbox, Calendar, and Card
Meta's new personal agent runs $20 and $100 tiers, needs a card at signup, and asks for your email, calendar and payments. What the security pitch covers.
Anthropic's '20x' Max Claim Draws Expanded Class Action
Subscribers allege the $100 and $200 Max tiers qualify their 5x and 20x usage promises in fine print, behind five-hour sessions and a weekly cap.
Langfuse vs Helicone vs 5 More: The Gateway Row Decides
A vendor-authored grid self-hosted all seven platforms. Gateway or ingest-only is the one row that fixes what a tool can ever do about cost.
Claude Code Called a User's Own Memory Edit an 'Injection'
A developer reports Claude Code 2.1.251 treated a Codex-applied, user-authorized memory edit as hostile, then refused a delete-context order.
ChatGPT Work Is a Packaging Move, Not a New Model
OpenAI's ChatGPT Work adds an admin-managed connector layer to workplace apps. Pricing, connectors and rollout timing all remain unconfirmed.
Only 133 of 10,099 Shopify Stores Block Any AI Crawler
A scan of 10,099 Shopify storefronts found 1.32% block an AI crawler in robots.txt — and the lists they copied name none of the four shopping crawlers.
VIDRAFT Says 2M Hugging Face Downloads, No Pretraining
Korean startup VIDRAFT merges and fine-tunes open LLMs instead of pretraining them. What AETHER and POCKET offer, and which rankings are its own.
Linear's Official MCP Server Puts Your Tracker in Claude
Linear's official MCP server connects Claude, Cursor and Windsurf to a workspace over per-user OAuth. What it does, what's vendor claim, and when it pays.
Two $10/$50 Flagships in 72 Hours: LLM Price Index Up 29%
GPT-6 Astra took OpenAI's index slot at $10/$50 and moved a ten-model price index 29% in a day. DeepSeek went time-of-day; Sol's cut expires Nov 21.
Claude Fable 5.1 Pricing: Only the Cache Read Got Cheaper
Fable 5.1 kept four of its five published rates and cut the cache read from $1.00 to $0.25 per million tokens. Whether that pays is your hit ratio.
15 Domains Supply 68% of Every AI Answer's Citations
Reddit, Wikipedia and YouTube dominate what AI engines cite. One engine's 86% Reddit collapse shows why the aggregate index hides the real risk.
