Tech that just got out.Explained so a 12-year-old gets it, checked against the original paper, then turned into business ideas you can test this week.
Author
Research Radar/Quantum computing/USA
A review of neutral atom quantum computing reports arrays of 12,001 trap sites and one atom holding its bit for 119 seconds. It is a survey of other labs, not a new experiment.
Research Radar/Robotics/Singapore · China
A single model let a humanoid walk and work at once across 11 household chores, finishing 81.8 percent of runs. The best of nine rival models finished 44.5 percent.
Research Radar/Space tech/United Kingdom
A model of 16 real satellite fleets found nine of them exceed the size at which their own wreckage keeps growing. Six of those nine cross the worst line, the runaway one.
Research Radar/Cybersecurity/China
Eight MCP security scanners flagged 96.89 percent of running servers as risky. A hand check of 100 of those servers found that only 45.53 percent of the alerts were real.
Research Radar/AI agents & MCP/China
Tencent Zhuque Lab released AI-Infra-Guard, an open-source scanner for AI agents. Its skill checker scored 0.9848 loose F1 on a new public test set of 5,520 cases.
Research Radar/Brain-computer interfaces/USA
A written instruction can change what a brain signal means, so four thoughts covered 840 drone control layouts. The system got 90.4 percent of command tokens right on replayed data.
Research Radar/AI agents & MCP/South Korea · USA
Researchers hid fake fields inside data that AI agents read, using quote-like characters. The attack worked 49.1 percent of the time, while old-style prompt injection worked 0.2 percent.
Research Radar/Quantum computing/Singapore · China
A review of quantum error mitigation prices the cleanup. At a half percent error rate, fixing 100 spots costs 7.46 times more runs and fixing 1,000 spots costs about 537 million times more.
From Africa/Agritech/Ethiopia
A team at Mekelle University in Ethiopia photographed 3,587 cactus-fig pads and trained three models on them. The best scored 97.3 percent and fits in 9.3 MB.
Research Radar/Semiconductors & chips/United Arab Emirates · USA
A review of chiplet security says guards built into the base under the chips cost about 4 percent of speed. The paper runs no new experiment, so every number comes from work it cites.
Research Radar/Edge computing/China · United Kingdom · Singapore
A 28nm edge chip design for DeepSeek reports 109.4 TFLOPS per watt, which the authors put at 19.35 times an H100 at FP8. No chip was built, so the figures come from design tools.
Research Radar/5G & 6G/France · United Arab Emirates
A survey of AI agents for 5G and 6G finds a clock gap. Fast network control loops close in 10 milliseconds to 1 second, while a large model needs 200 milliseconds to several seconds to answer.