Chip makers look to phones that learn to conserve battery life
We recently saw NVIDIA's 4-plus-1 core architecture on the HTC One X, with the +1 being a power saving core, and ARM is taking a similar approach by developing a dual core solution featuring one low-power A7 core and another high performance A15. This way the phone can choose which core to use, running off the A7 for most of your routine uses such as email, text messaging and basic apps. When you're playing a graphically rich game or streaming HD video your phone can automatically switch to the A15 for more power.
Qualcomm may have the most interesting solution however. Their Conisa project actually tracks user habits to learn things such as Wi-Fi availability, when you are most likely to use your phone and when you're sleeping. Based on this information the phone can learn things like when it should connect, when to retrieve data and when to go to sleep itself. For those worried about your phone "spying" on you, all the data gathered is stored locally on your device. Check out Qualcomm's video below, and if this new adaptive technology works as promised it could bring a whole new meaning to the term smartphone!
Source: All Things D