Top Tweets for #SelfAwareCompute
Optimization usually sounds like cleanup.
Make it faster. Use less memory. Tune it after the fact.
Prediction is different. If software can model how it will run before work gets spent, execution becomes a decision layer.
#SelfAwareCompute #ComputeEfficiency
You’re not just seeing optimization after the fact.
You’re seeing software build a model of how execution behaves, then use that model to make better decisions about runtime, memory, energy and compute resources before more work gets spent.
#SelfAwareCompute #ComputeEfficiency #SoftwarePerformance
Profiling tells you what already happened.
SelfAware is focused on what WILL happen: which execution pathway will run, how it will behave, and what resource strategy fits the work.
That is a different layer of compute efficiency.
#SelfAwareCompute #SoftwarePerformance
Hardware is only one layer of compute efficiency.
The missing layer is execution.
Which pathway runs?
How long will it take?
How much memory will it need?
How many cores actually help?
That layer should not stay invisible.
https://t.co/grvkNHpIYQ
#SelfAwareCompute #ComputeEfficiency
This is the cleanest version of the week’s point.
Compute is already inside the systems that move the world: routes, schedules, forecasts, supply chains, machines, farms, factories, labs, and films.
#SelfAwareCompute #Compute #Logistics
More data centers don't automatically mean more efficient compute. If software execution is inefficient, more servers just give that inefficiency more room to run.
The next efficiency layer is not only hardware. It's how the code actually runs.
#SelfAwareCompute #DataCenters #ComputeEfficiency
Compute is not just AI or data centers.
It is already inside logistics, weather, agriculture, manufacturing, finance, media, medicine, and everyday operations.
That is the theme for this week: compute is everywhere, even when it is not visible.
#SelfAwareCompute #Compute #ComputeEfficiency
Imagine setting a goal:
“Use less energy” ⚡
or
“Run as fast as possible” 🚀
And software figures out how to do it.
#SelfAwareCompute #SoftwareEngineering #EnergyEfficiency
Use SelfAware: Better execution out
The output is not just “faster code.”
It is source code, performance and energy reporting, and deployment metadata tied to the target environment.
Same logic. New time flow.
https://t.co/a1IFwgXFNl
#SelfAwareCompute #SoftwarePerformance #Compute
Use SelfAware: Choose the objective
Same code. Different goal.
Sometimes the target is speed. Sometimes it is energy. Sometimes it is the best balance for the hardware available.
That choice should not be buried in guesswork.
https://t.co/lioI2wGPIv
#SelfAwareCompute #Optimization
Friday Retro Game: Asteroids
Simple controls. Brutal consequences.
You are not just avoiding rocks. You're managing momentum, fragmentation and a screen that gets more complicated every time you make progress.
Still a pretty good model for software.
Link 👇
#SelfAwareCompute #RetroGaming #GameDev #GamePhysics
Same code. Different goal.
SAC can tune for speed, energy, or a balanced objective, because the best execution path depends on what you are trying to optimize.
#SelfAwareCompute #Optimization
The point is not to rewrite everything.
Bring in the code you already have. SAC analyzes real execution pathways, then helps choose how that software should run for the outcome you need.
#SelfAwareCompute #SoftwareEngineering
Starting to publish short videos showing how execution actually works. Follow on YouTube if you want to see it in action.
https://t.co/YyMQ83Tmkv
#SelfAwareCompute #HPC
You should know what will happen before you run code.
SelfAware Compute provides that prediction analytics layer.
#SelfAwareCompute
AI is driving an exponential compute surge. More hardware is not fixing it. It is making inefficiency scale.
Software still does not understand how it runs. SelfAware Compute changes that.
#SelfAwareCompute #Software
AI is driving an exponential compute surge.
More hardware is not fixing it. It is making inefficiency scale. Software still does not understand how it runs.
SelfAware Compute changes that.
https://t.co/u8BGYBcyjb
#AI #Compute #DataCenters #SelfAwareCompute
You are not optimizing code. You are choosing outcomes.
Speed, energy, or cost. Pick one.
Execution should follow.
#SelfAwareCompute #Optimization
Software doesn’t run. It follows a path.
Most of the time, you didn’t choose it.
#SelfAwareCompute #Systems
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