I'm using fable and opus about 25%75/% respectively. I have a 3 step process - discuss a topic and create a review, convert the review to a task file and update the design docs, then finally implement the task file in code. Normally around 300-1000 loc implemented for a change, more for a new UI page or whatever.
And honestly it's incredibly good.
- 50% of the time it'll generate code that I accept wholesale.
- 25%: it maybe makes a choice I don't like, or the implementation isn't the approach I liked, so I tweak it.
-10%: it needlessly creates semi-duplicate function logic, so it's a lot more code and execution paths become hard to conceptualise
-10%: it mirrors business logic it shouldn't, and subtly changes it. Which needs a huge amount of intervention to fix.
- 5% it goes completely off the rails. Eg decided that business/application logic should be in the database.
Prompt and check this honestly works very well (still waiting on tests with more than a handful of paying customers however!) but a FULLY automated agent pipeline? I'm not convinced.
Also without a CC subscription, paying per token, it would be horrifically expensive for my approach.
I'm not totally sure what you mean. You can validate the proof using lean, which is what it's for--the whole magic of it is you don't have to just trust what AI says. That said, to your larger point, there are loopholes, and we'd certainly better be able to read the statement in lean, etc.
Incorrect. He doesn't blame non-natives. He blames native politicians for allowing incompatible (sic!) non natives in, in way too large numbers. He tells about the problem, the cause of it, and describes how there has been an increased awareness of the problem in many countries and how the political winds changed.
Whether you describe it as “regarding” or not, the underlying behavior still needs to be addressed. Does the anthropomorphizing lead us down the wrong path for how we address the issue?
That inertia is not a good thing, and it's partially why there's stagnation in data science. Polars is more than mature enough in both documentation and resources for it to be a daily driver.
I couldn't imagine someone running campaign like that intentionally but it's apparently cheap to do so. 20 minutes of my time is apparently worth 3 cent. Those 5 hours watching the same ad again and again probably cost the spammer 2 euro.
It's not fraud, more like a cheap ass dystopia. It's some how worse than HP and MS combined.
> ..unless the videos were a distraction, not a real goal of yours.
You are not wrong but all work and no play... I will seek entertainment elsewhere. My apologies in advance HN :-)
I've owned two Hondas and I would not touch another one. Both had transmission failures at under 200K miles, and numerous less serious issues. I will say that the engines seem good.
I usually encounter this framing from alcohol drinkers who are trying to be self-righteously judgemental about users of other drugs without getting hit by their own boomerang, so seeing it used for what is essentially the opposite opinion (i.e., that alcohol is worse than other drugs) is quite refreshing.
I still disagree with it, though. Alcohol is clearly a drug.
But what about shearing force in a wind storm from mounted panels?
The other day on YouTube I saw a solar shingled roof that pointed down into a rainwater cistern; a roof with circular curved negative pitch for rainwater collection.
Apparently metal roofs (and copper gutters) are best for rainwater collection but not for WiFi or cell reception.
Heating pool water with attic heat and a relief tray is a thing already.
Direct Immersion of thermally-inefficient electronic GPUs/ASICs/FPGAs in a thermofluid in a closed loop with an exchanger coil is an efficient way to heat (pool) water.
There's also an article on HN today about a new residential R-744 (CO2) heat pump.
A greenhouse in the attic under TPV Thermophotovoltaic agrivoltaic-like translucent panels would be useful.
Attics can dry things out; clothes, food.
I watched a different video on YouTube about how old houses were built to manage seasonal thermal variance before electric AC compressors ruined life; OTOH: double-sashed windows, above-door vents, vault ceiling, covered shaded wraparound porch, upstairs screened-in sleeping porch, oculus tower, widow's porch, window awnings, roof overhangs, attic fan, chimneys, the stack effect.
By varying the color of the chimney, you can maximize the stack effect through the days and nights and the seasons.
An rGO Lignin-Vitrimer active metamaterial works like an ePaper device: the rGO (reduced Graphene Oxide) particles change phase (flip over) when charge is applied and then hold position without applied voltage for months. This part, rGO Vitrimer an metamaterial, has a high degree of centrality amongst the product manufacturing processes I've modeled in my sustainablefactory project: communications, nanolithography, imaging, and also building materials; siding, chimney siding, roof tiles.
A few materials also from the sustainablefactory project; AKA Lignolux instead of "ACME Corp":
LVP: Lignin-Vitrimer Perovskite would be a durable, fully-recyclable product. LVCF (Carbon Fiber) or LVH (Hemp) are also probably ideal materials for solar panels.
A solar panel mount could harvest energy from wind using TENG and piezoelectrics with Laser-Induced Graphene; similar to how bladeless wind turbines harvest wind energy. With safe batteries there would be energy to defrost and ultrasonically clean panels.
A motorless tracking solar mount could pulse electricity through LIG graphene traces in the LV/LVCF/LVH to use the material reset (Todo terminology) to keep the solar panels pointed at the sun.
Flower-shaped solar arrays are smart because flower petals are self-cleaning.
Aluminum Ion Omni Carbon batteries would last for 10-50K cycles without risk of thermal runaway.
Sonic fire suppression is commercially available now FWIU.
Carbon-based fuses originally designed for in-ocean coastal fortification might also be good for solar applications.
Carbon-based capacitors and transformers originally designed for fusion plants can be immersed in a sustainable thermofluid alternative to castor oil like LBGPC (Lignin, BioPG, Graphene, Phytic acid, Citric acid) or modified Farnesene-Isoparrafin.
Farnesene-Isoparrafin for direct immersion of unmodified electronics.
Lignin melts in the sun, but Lignin-Vitrimer (which you can make with a low-cost Zinc catalyst) can have a glass temperature from like 85-180C.
Lignin is UV resistant and can be used as a sunscreen.
To make Lignin-Vitrimer fire-resistant, add Phytic acid and optionally Carbon Nanospheres or just non-crystalline amorphous sol-gel silica: SiO2.
Are there yet TPV panels for a standard friction-mounted rack?
Does anyone round or bevel the corners of rooftop panels to cut the shearing force and racking? Round homes on pylons fare best in costal storms FWICS.
PV farms in the Carolinas have a way to batten panels down to the ground to weather storms.
LVP Lignin-Vitrimer Perovskite could also be used for medical imaging. So scaling production of LVP panels from would also benefit clinical medicine and patients.
I made myself write all of this up without looking at a lot of pages of AI chat sessions.
> ballast solutions without roof penetrations
Through sheathing, wrap that ruins sheathing FWIU, Zip tape.
According to YouTube, aluminum-coated foam sheet insulation tacked to risers with a gap like an interior ridge vent is an efficient roof insulation method.
Glauber's salt (Sodium Sulfate) is a PCM Phase-Change Material that melts at 90F and starts absorbing energy; but it has to be mixed with at least Borax and water to make a 5gal DIY AC system FWIU.
Home Renovision DIY has a video on new deck attachment codes in Canada that might be relevant for this.
I know this isn't the solution you are looking for, but there is a fairly simple workaround and IMO it is superior: set up a Samba server or a Nextcloud instance, either at home or in the cloud, place it with behind a Wireguard tunnel, and don't store anything on the phone itself other than apps and things like maps for OsmAnd that can be redownloaded if lost. The Nextcloud app can automatically sync photos or other files too.
If my phone were lost, stolen or destroyed, I would simply revoke its Wireguard key, buy a new Pixel, flash Graphene, and provision a new Wireguard key. Essentially no data of value would be lost, and restoring what I have manually would take about an hour. Admittedly, I don't use many apps, so YMMV.
Only in the last few years did I start using SQL properly. Before that my pipelines would live in python. Now I offload as much to the db as possible, and keep my python simple glue. I'm very happy with this compared to other methods in pandas or polars.
If I still need to do db-like things in python I think duckdb is better.
Doesn’t matter if there’s a rechable local maximum that happens to be comfortably beyond human level. Indeed it would be very surprising if a thing capable of RSI just happened to get stuck at human level or slightly above or below, even though its constraints are entirely different from those evolution had to work with when it created us!
