GPT-5.6 and Fable 5 team up to prove a polynomial-time algorithm for MIMO detection, bridging a 25-year gap between statistics and algorithms
Robot dog security guards in the U.S. can save $80,000–$130,000 a year. One news story made me want to start a one-person company building robot dogs. After spending a full day pushing AI-powered deep research to the limit, the conclusion brought me back to earth: the more mature China’s supply chain becomes, the less viable the robot dog path looks—but the real opportunity is one I already have half in my hands.
A 116-subagent dual-track deep dive: big labs rely mostly on self-scraping, open sources and synthesis; external procurement runs through approved-vendor lists with no public bidding. The realistic entry point is subcontracting for top-tier data suppliers.
A research and implementation plan for an in-store demo tool for furniture sales associates: skip 3D/AR, use H5 + 2D compositing + Bailian i2v, and launch within a week to validate paid demand.
Real memory measurements of three mainstream messaging apps, desktop vs web: switching Discord to web saves 500MB-1.5GB, Telegram to WebK saves 100-300MB, and keeping WeChat desktop is recommended.
The in-development model crossed a risk line.
Eight parallel research lanes, 49 raw concepts whittled to 27 survivors via adversarial thermodynamics + TRL validation: from PCM vests to active refrigeration, which concepts can be prototyped within 12 months using off-the-shelf components and Chinese OEM supply chains.
I went to a cross-border compliance salon at the OPC community in XX Bay, Yuhang, Hangzhou. The ticket plus round-trip transportation cost nearly 100 yuan. The content shared was rather superficial, and whenever follow-up questions were asked, the answer was “trade secrets.” The whole event felt more like a product pitch for Waffo Pancake. Someone at the event discussing FDE mentioned concepts like RAG, but there wasn’t much detail on real-world implementation. Here’s a record of what I saw offline and some of my own thoughts.
MiniMax shared roadmap hints in a Reddit AMA.
A test case highlights tool-use risks in advanced models.
