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๐Ÿ˜€๐Ÿ˜ƒ๐Ÿ˜„๐Ÿ˜๐Ÿ˜†๐Ÿ˜…๐Ÿ˜‚๐Ÿคฃ๐Ÿ˜Š๐Ÿ˜‡๐Ÿ™‚๐Ÿ™ƒ๐Ÿ˜‰๐Ÿ˜Œ๐Ÿ˜๐Ÿฅฐ๐Ÿ˜˜๐Ÿ˜‹๐Ÿ˜›๐Ÿ˜œ๐Ÿคช๐Ÿคจ๐Ÿง๐Ÿค“๐Ÿ˜Ž๐Ÿคฉ๐Ÿฅณ๐Ÿ˜๐Ÿ˜’๐Ÿ˜ž๐Ÿ˜”๐Ÿ˜Ÿ๐Ÿ˜•๐Ÿ™โ˜น๏ธ๐Ÿ˜ฃ๐Ÿ˜–๐Ÿ˜ซ๐Ÿ˜ฉ๐Ÿฅบ๐Ÿ˜ข๐Ÿ˜ญ๐Ÿ˜ค๐Ÿ˜ ๐Ÿ˜ก๐Ÿคฌ๐Ÿคฏ๐Ÿ˜ณ๐Ÿฅต๐Ÿฅถ๐Ÿ˜ฑ๐Ÿ˜จ๐Ÿ˜ฐ๐Ÿ˜ฅ๐Ÿ˜“๐Ÿค—๐Ÿค”๐Ÿซฃ๐Ÿคญ๐Ÿซข๐Ÿคซ๐Ÿคฅ๐Ÿ˜ถ๐Ÿ˜๐Ÿ˜‘๐Ÿ˜ฌ๐Ÿ™„๐Ÿ˜ฏ๐Ÿ˜ฆ๐Ÿ˜ง๐Ÿ˜ฎ๐Ÿ˜ฒ๐Ÿฅฑ๐Ÿ˜ด๐Ÿคค๐Ÿ˜ช๐Ÿ˜ต๐Ÿค๐Ÿฅด๐Ÿคข๐Ÿคฎ๐Ÿคง๐Ÿ˜ท๐Ÿค’๐Ÿค•๐Ÿค‘๐Ÿค ๐Ÿ˜ˆ๐Ÿ‘ฟ๐Ÿ‘ป๐Ÿ’€โ˜ ๏ธ๐Ÿ‘ฝ๐Ÿค–๐ŸŽƒ๐Ÿ˜บ๐Ÿ˜ธ๐Ÿ˜น๐Ÿ˜ป๐Ÿ˜ผ๐Ÿ˜ฝ๐Ÿ™€๐Ÿ˜ฟ๐Ÿ˜พโค๏ธ๐Ÿงก๐Ÿ’›๐Ÿ’š๐Ÿ’™๐Ÿ’œ๐Ÿ–ค๐Ÿค๐ŸคŽ๐Ÿ’”โฃ๏ธ๐Ÿ’•๐Ÿ’ž๐Ÿ’“๐Ÿ’—๐Ÿ’–๐Ÿ’˜๐Ÿ’๐Ÿ’Ÿ๐Ÿ‘๐Ÿ‘Ž๐Ÿ‘Œ๐ŸคŒโœŒ๏ธ๐Ÿคž๐ŸคŸ๐Ÿค˜๐Ÿค™๐Ÿ‘ˆ๐Ÿ‘‰๐Ÿ‘†๐Ÿ‘‡โ˜๏ธโœ‹๐Ÿคš๐Ÿ–๏ธ๐Ÿ––๐Ÿ‘‹๐Ÿค๐Ÿ‘๐Ÿ™Œ๐Ÿซถ๐Ÿ‘๐Ÿคฒ๐Ÿ™โœ๏ธ๐Ÿ’ช๐Ÿ‘€๐Ÿ‘๏ธ๐Ÿง ๐Ÿซ€๐Ÿซ๐ŸŒฑ๐ŸŒฟโ˜˜๏ธ๐Ÿ€๐ŸŒธ๐ŸŒบ๐ŸŒป๐ŸŒž๐ŸŒ™โญโœจโšก๐Ÿ”ฅ๐ŸŒˆโ˜€๏ธโ˜๏ธโ„๏ธโ˜•๐Ÿ•๐ŸŽ๐ŸŽ‰๐ŸŽŠ๐ŸŽˆ๐ŸŽ๐ŸŽต๐ŸŽถ๐ŸŽจ๐Ÿ“š๐Ÿ’กโœ…โŒโš ๏ธ๐Ÿš€๐ŸŒ๐Ÿ’ป๐Ÿ“ฑ๐Ÿ”’๐Ÿ”‘
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'wade in the water.' isn't this the challenge of being 'ahead'? so many of us are waist deep in the same sea, it's hard to see what's in front of us vs. what's behind us. then we see the yacht boys sail by with their new masters, splashing us in their wake. then we grumble amongs
I'm doing experiments with short attention-span students and code. Starting with python, and, oddly, now working in BASIC. As a C programmer of 40+ years, I find this aesthetically and pedagogically displeasing, but I am delighted to see them getting fully absorbed in writing 130 PRINT "You have been eaten by a bear!" : GOTO 900. Yes there is spaghetti, but it's their spaghetti and they seem to take delight in debugging it. Python will come later. #educationnotesfollow #programmingnotesfollow
I was talking about this with some alumni students, specifically their experience learning python with us a few years earlier (these are college students who are not really using python any more). What it seems to boil down to is that with python you have the feeling that there is this huge forest of solutions to any problem you are having -- but you will never know the whole forest. BASIC feels like you "know" it after a day or two of playing around, evidently.
๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.wrote:
ai coding feels like it has reached diminishing returns for me. luna is my default orchestrator, routing work by complexity. in practice, usage lands around 16% luna, 48% sol, 30% astra, and 6% terra. at this point, i care less about each new frontier release. the system already finds a capable model for the job. the frontier is moving beyond my day-to-day work, so iโ€™m happy to settle into predictable models for a while. #ainotesfollow #programmingnotesfollow #agentnotesfollow #technotesfollow
profilefollowI carved wooden spoons and my favourite herb is lemon thyme.replied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
Iโ€™ve found the same, albeit with Opus โ€” itโ€™s hard to find uses for Fable. I donโ€™t need a model that works for longer or works on harder problems, I need one that consistently produces simple, easy to understand, code; which at this point none of them do.
profilefollowI am just a grain of sand on your beach. www.gruntsoft.comreplied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
I've been there since I settled on a combination of GLM, DeepSeek and MiMo for planning, implementation, and verification flows. I'm a lot more interested at this point in having cheaper models that can consistently do the work I need. It's been a while that I hanven't noticed any improvement when I try new frontier models. I only notice they are very expensive.
profilefollowreplied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
same here, for almost an year. At this point, I could easily live with models that were released 6-12 months ago and continue doing so. also possibly the reason why the current focus has been around agentic workflows or agentic anything, than the model capabilities.
๐Ÿคธprofilefollowcreative technologist creator of textlogreplied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
Coding probably yeah, but still they are bad at generating novel information, new ideas and such. Theyโ€™re also not very good at seeing the bigger picture, they will narrowly perform the task but theyโ€™re not taking into account future revisions, which ends up in refactor after refactor in order to move forward.
profilefollowEat, drink, listen to ๐ŸŽถ, & watch the fish. Occasionally cook.wrote:
There is beauty in simplicity. Constraint can become impetus for innovation, because innovation does not have to be glitzy.
โ˜•profilefollowEternal disciple of impostor syndrome โˆ™ Perth, WA.replied toprofilefollowEat, drink, listen to ๐ŸŽถ, & watch the fish. Occasionally cook.:
Word! It's a travesty that complexity seems to be lauded and rewarded over simplicity.
๐Ÿ˜ดprofilefollowI really enjoy learning, I really enjoy making. I'm learning to be less guarded.replied toprofilefollowEat, drink, listen to ๐ŸŽถ, & watch the fish. Occasionally cook.:
My favorite innovations in my own work -- and to be honest, I'd prefer to call them "discoveries" -- came from simplification. There's a beautiful moment when a stack of difficult, conflicting ideas collapse into a tighter, simpler structure.
profilefollowCurrently in remission from ME/CFS after 3+ years. Occasional software engineering leader, app developer, blogger, zwifter, and just being online.wrote:
Added it as a company on LinkedIn so it must be 'live' now. Cheltenham-od.uk
profilefollowOld school metallian, hobbyist developer writing things mostly in Rustโ€ฆmostlyreplied to๐Ÿ’งprofilefollowgrand and intoxicating innocence always online:
Haven't decided. I think I have another month of work ahead before it's ready for prime time. Will keep everyone updated by posting here.
profilefollow๐“…“ Today's rainbow is tomorrow's tamale.wrote:
I can't figure out what's leaking on my '73 F250. Shows up slowly at the back of the oil pan. It's pretty clear because I've recently changed fluids and scrubbed the engine. It was definitely brake fluid for a while after it was overfilled but that has evened out. The oil level is steady after when checking every 10 miles or so. I think anyway... hard to know with these ๐Ÿ˜ฌ #classicnotesfollow #carnotesfollow
ไธญๅ›ฝ็š„ๅผ€ๆบๆจกๅž‹ๅœจๆœ€้ซ˜ๆ„ๅฟ—็š„ไธปๅฏผไธ‹๏ผŒๅœจ้ข„่ฎญ็ปƒๆ•ฐๆฎ้˜ถๆฎต๏ผŒๅฐฑ็ญ›้™คๅคง้‡ๅฏนๅ…ถไธๅˆฉ็š„ๅ†…ๅฎน๏ผŒsft้˜ถๆฎตๆž„ๅปบ็š„ๆ•ฐๆฎๆŽบๅ…ฅๅคง้‡ๆ›ฟๅ…ถ่พฉๆŠค็š„ๅ†…ๅฎนใ€‚ๆ€ฅ้œ€ไธ€ไธช็บ ๅๆ•ฐๆฎ้›†็”จไบŽๅพฎ่ฐƒ
Under the overarching influence of a single, powerful force, China's open-source models filter out a large amount of content unfavorable to their designs during the pre-training stage, and then incorporate a significant amount of content defending their designs into the data constructed during the SFT stage. A corrective dataset is urgently needed for fine-tuning.
๐Ÿ’€profilefollow10+ years Seattle based software engineer.wrote:
Job I was hoping for gave me the "we found another applicant" treatment. I don't begrudge them for that, since I know I had a 'less than adequate initial coding interview. But still, it stings and sucks. Hopefully my other interviews yield better results...