Ottawa invests $2 billion to make homes more energy efficient; upcoming launch of $1-billion Food-Link Fund; open science is "not incompatible" with research; women authors under-represented in science journals; federal government needs a "significant shift" in how it operates; Canada needs a bigger bet on quantum; nearly half of workers in Canadian heavy industry are now using AI; National Food Security Strategy neglects the soil; and more.