I use it extensively daily.
It cannot step through code right now, so true debugging is not something you use it for. Most of the time the llm will take the junior engineer approach of “guess and check” unless you explicitly give it better guidance.
My process is generally to start with unit tests and type definitions, then a large multipage prompt for every segment of the app the llm will be tasked with. Then I’ll make a snapshot of the code, give the tool access to the markdown prompt, and validate its work. When there are failures and the project has extensive unit tests it generally follows the same pattern of “I see that this failure should be added to the unit tests” which it does and then re-executes them during iterative development.
If tests are not available or if it is not something directly accessible to the tool then it will generally rely on logs either directly generated or provided by the user.
My role these days is to provide long well thought out prompts, verify the integrity of the code after every commit, and generally just kind of treat the llm as a reckless junior dev. Sometimes junior devs can surprise you, like yesterday I was very surprised by a one shot result: asking for a mobile rn app for taking my rambling voice recordings and summarize them into prompts, it was immediately remarkably successful and now I’ve been walking around mic’d up to generate prompts.


Which should have been prominently displayed in the article.
While I appreciate you adding context, my comment wasn’t about how easy or difficult it is to find a chart.


This and the source lendingtree article are both missing contextual timeline charts. They say it’s spiking, but spiking requires context, compared to what baseline?
I don’t doubt that there is significant financial stress and that it’s likely a very telling data point. 5% on average across the United States seems very significant, what is the baseline of delinquency? What was it this time last year?


Don’t get me wrong, journalism should be a paid profession in a capitalist society, just pointing out the irony (90s Alanis Morissette style).
While I do indeed hate paywalls and find modern journalism fundamentally broken, I recognize their utility.


The irony of paywalling a piece positively portraying an anti paywall advocate is rich


Why not do it now?


You could monkeypatch some javascript functions like the constructor Date types, but there will always be things not thought of that will leak date info. Hardware identifiers are quite difficult to get in javascript and several browsers already obfuscate that info.
Honestly if you’re very concerned, I really do think a virtual machine is your absolute safest approach, obviously the browsing experience is worse.
Check out amiunique.org to see what fingerprinting is generally available in your current browser


Javascript can’t generally access your local machine directly, but scoped local data like cookies are available. What in particular are you nervous about? You could run your browser in a virtual machine?
Lemborexant, similar sleep drugs show promise in treating disorders related to tau, such as Alzheimer’s disease
Mmm fair point
I don’t think anyone cares


“Which is bad news for developers”
Nah, we’ve been through lots of iterations of community for developers, irc, maillists, forums, stackoverflow, etc. Most of my complex questions go through specific discord communities now. I’m not trying to spend a year editing a single post because some swamp ass weanie on stackoverflow has his nose covered in rule dust.
Yes ai has changed the game a bit, but it is not removing community, it’s mostly just cutting down on the question duplication
My most recent foray into a new technology was working with vulkan in rust on a mac, stackoverflow is useless compared to the vulkan discord.


It’s not working economically for any wondering. It was a mildly concerning headline without a smidge more context
Teams is their replacement, viable or not


Likely a prefrontal cortex, the administrative center of the brain and generally host to human consciousness. As well as a dedicated memory system with learning plasticity.
Humans have systems that mirror llms but llms are missing a few key components to be precise replicas of human brains, mostly because it’s computationally expensive to consider and the goal is different.
Some specific things the brain has that llms don’t directly account for are different neurochemicals (favoring a single floating value per neuron), synaptogenesis, neurogenesis, synapse fire travel duration and myelin, neural pruning, potassium and sodium channels, downstream effects, etc. We use math and gradient descent to somewhat mirror the brain’s hebbian learning but do not perform precisely the same operations using the same systems.
In my opinion having a dedicated module for consciousness would bridge the gap, possibly while accounting for some of the missing characteristics. Consciousness is not an indescribable mystery, we have performed tons of experiments and received a whole lot of information on the topic.
As it stands llms are largely reasonable approximations of the language center of the brain but little more. It may honestly not take much to get what we consider consciousness humming in a system that includes an llm as a component.


How do you think god comes into the equation? What do you think about split brain syndrome in which people demonstrate having multiple consciousnesses? If consciousness is based on a metaphysical property why can it be altered with chemicals and drugs? What do you think happens during a lobotomy?
I get that evidence based thinking is generally not compatible with religious postulates, but just throwing up your hands and saying consciousness comes from the gods is an incredibly weak position to hold.


Consciousness is an emergent property, generally self awareness and singularity are key defining features.
There is no secret sauce to llms that would make them any more conscious than Wikipedia.


How dare you think Google would listen to its users and not the advertisers. Fr though I’m not sure, manifest v3 does use a sandboxing feature but it’s unclear at first glance if they are directly related
Reading news websites without ad blockers is genuinely such a gross experience, why is there a video playing? Why can’t I close it? More ads than content, feels like sitting in on a culty mlm presentation or something