@augmentcode With @augmentcode, I was able to code a child psychology research platform during the weekend. The whole project uses ChatGPT Vision analyzing 1400+ children's drawings, and has Web platform written in Flask for human volunteer evaluators with multi user log in and admin board
Remote Agent is live in VS Code (v0.472.1).
Early users are already shipping while they sleep. One dev launched 3 agents before logging off - woke up to a PR, docs, and a fixed flaky test.
We’re celebrating wins like that by giving 5 devs 4 months of Augment Max ($1K in value each).
RT + reply with your worst backlog task. Every 100 RTs = one more winner
We’re building a new static type checker for Python, from scratch, in Rust.
From a technical perspective, it’s probably our most ambitious project yet. We’re about 800 PRs deep!
Which optimizer is opt? Our new work compares SGD, Adam, Adafactor (+ momentum), Lion, and, simply, SignSGD on LLM training wrt performance _and_ hyperparameter stability. tldr: Use anything but SGD, the rest are nearly identical:
I stand at the seashore, alone, and start to think.
There are the rushing waves
mountains of molecules
each stupidly minding its own business
trillions apart
yet forming white surf in unison.
Ages on ages
before any eyes could see
year after year
thunderously pounding the shore as now.
For whom, for what?
On a dead planet
with no life to entertain.
Never at rest
tortured by energy
wasted prodigiously by the sun
poured into space.
A mite makes the sea roar.
Deep in the sea
all molecules repeat
the patterns of one another
till complex new ones are formed.
They make others like themselves
and a new dance starts.
Growing in size and complexity
living things
masses of atoms
DNA, protein
dancing a pattern ever more intricate.
Out of the cradle
onto dry land
here it is
standing:
atoms with consciousness;
matter with curiosity.
Stands at the sea,
wonders at wondering: I
a universe of atoms
an atom in the universe.
Reminder that the United States could have been the world leader in 5G technology instead of China if we had just given *one guy* a green card when he needed one