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Mwalk10

@mwalk10.bsky.social

Professional data person. Hobbyist game dev, AI tinkerer, and a house music DJ. I design and 3d print stuff. Curating an endless photo archive of my two cats.

241 Followers  |  1,987 Following  |  31 Posts  |  Joined: 30.08.2023  |  1.8358

Latest posts by mwalk10.bsky.social on Bluesky

Follow my new @driftcascade.com profile for game design musings, technical deep dives, and development updates on my upcoming game Salvage Wars.

23.10.2025 22:17 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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What a week. Definitely making a couple pitchers of Beef Fizz tomorrow.

11.09.2025 22:01 โ€” ๐Ÿ‘ 546    ๐Ÿ” 89    ๐Ÿ’ฌ 61    ๐Ÿ“Œ 35
Deep Think with Confidence Deep Think with Confidence (DeepConf): A simple yet powerful method that significantly improves both reasoning efficiency and performance at test time by leveraging model-internal confidence signals.

Impressive result: 99.9% on AIME 2025 with both open models and 85% fewer tokens!

The trick? Measuring confidence in the reasoning traces as they are being generated, then ending low confidence traces early.

jiaweizzhao.github.io/deepconf/

24.08.2025 13:28 โ€” ๐Ÿ‘ 37    ๐Ÿ” 9    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 1
Google's Gemini AI tells a Redditor it's 'cautiously optimistic' about fixing a coding bug, fails repeatedly, calls itself an embarrassment to 'all possible and impossible universes' before repeating 'I am a disgrace' 86 times in succession

Google's Gemini AI tells a Redditor it's 'cautiously optimistic' about fixing a coding bug, fails repeatedly, calls itself an embarrassment to 'all possible and impossible universes' before repeating 'I am a disgrace' 86 times in succession

I'll admit, I was skeptical when they said Gemini was just like a bunch of PhDs. But I gotta admit they nailed it.

17.08.2025 13:51 โ€” ๐Ÿ‘ 7301    ๐Ÿ” 1662    ๐Ÿ’ฌ 70    ๐Ÿ“Œ 163
screengrab of a portion of new yorker interview with former simpson's writer john swartzwelder: 
Mike Sacks: How much time and attention did you spend on these scripts? Another โ€œSimpsonsโ€ writer once compared your scripts to finely tuned machinesโ€”if the wrong person mucked with them, the whole thing could blow up.
Swartzwelder: All of my time and all of my attention. Itโ€™s the only way I know how to write, darn it. But I do have a trick that makes things easier for me. Since writing is very hard and rewriting is comparatively easy and rather fun, I always write my scripts all the way through as fast as I can, the first day, if possible, putting in crap jokes and pattern dialogueโ€”โ€œHomer, I donโ€™t want you to do that.โ€ โ€œThen I wonโ€™t do it.โ€ Then the next day, when I get up, the scriptโ€™s been written. Itโ€™s lousy, but itโ€™s a script. The hard part is done. Itโ€™s like a crappy little elf has snuck into my office and badly done all my work for me, and then left with a tip of his crappy hat. All I have to do from that point on is fix it. So Iโ€™ve taken a very hard job, writing, and turned it into an easy one, rewriting, overnight. I advise all writers to do their scripts and other writing this way. And be sure to send me a small royalty every time you do it.

screengrab of a portion of new yorker interview with former simpson's writer john swartzwelder: Mike Sacks: How much time and attention did you spend on these scripts? Another โ€œSimpsonsโ€ writer once compared your scripts to finely tuned machinesโ€”if the wrong person mucked with them, the whole thing could blow up. Swartzwelder: All of my time and all of my attention. Itโ€™s the only way I know how to write, darn it. But I do have a trick that makes things easier for me. Since writing is very hard and rewriting is comparatively easy and rather fun, I always write my scripts all the way through as fast as I can, the first day, if possible, putting in crap jokes and pattern dialogueโ€”โ€œHomer, I donโ€™t want you to do that.โ€ โ€œThen I wonโ€™t do it.โ€ Then the next day, when I get up, the scriptโ€™s been written. Itโ€™s lousy, but itโ€™s a script. The hard part is done. Itโ€™s like a crappy little elf has snuck into my office and badly done all my work for me, and then left with a tip of his crappy hat. All I have to do from that point on is fix it. So Iโ€™ve taken a very hard job, writing, and turned it into an easy one, rewriting, overnight. I advise all writers to do their scripts and other writing this way. And be sure to send me a small royalty every time you do it.

hi this is my favorite writing advice, it's from former simpsons writer john swartzwelder (i think about the crappy little elf all the time) www.newyorker.com/culture/the-...

16.08.2025 20:43 โ€” ๐Ÿ‘ 3447    ๐Ÿ” 1078    ๐Ÿ’ฌ 6    ๐Ÿ“Œ 140

If 25% of the population believed that a creature called โ€˜Glonzoโ€™ caused high power prices by chewing through transmission lines, any competent politician would be negligent in not trying to find a way to exploit this. This doesnโ€™t mean that these people wouldnโ€™t be fucking morons.

09.11.2024 00:01 โ€” ๐Ÿ‘ 2159    ๐Ÿ” 311    ๐Ÿ’ฌ 40    ๐Ÿ“Œ 98
Carol the brown fluffy cat on a red chair, looking down despondently (she is actually watching a loaf of bread rise)

Carol the brown fluffy cat on a red chair, looking down despondently (she is actually watching a loaf of bread rise)

She is too much for my heart

27.04.2025 21:38 โ€” ๐Ÿ‘ 46    ๐Ÿ” 1    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
Green eyed bobtail cat laying on her side looking directly at the camera

Green eyed bobtail cat laying on her side looking directly at the camera

Every single second with you is a magical gift. ๐Ÿฉท

21.04.2025 11:25 โ€” ๐Ÿ‘ 3644    ๐Ÿ” 139    ๐Ÿ’ฌ 47    ๐Ÿ“Œ 4
Why do Al company logos look like buttholes?
April 10th, 2025


If you pay attention to Al company branding, you'll notice a pattern:

Why do Al company logos look like buttholes? April 10th, 2025 If you pay attention to Al company branding, you'll notice a pattern:

omg lol

13.04.2025 05:06 โ€” ๐Ÿ‘ 1392    ๐Ÿ” 399    ๐Ÿ’ฌ 34    ๐Ÿ“Œ 42

Not familiar with the specifics of Google scholar, but Google ads tracks your activity across every website implementing its api. So if you're reading articles on new topics, even on other websites, it can suggest similar things.

10.04.2025 22:12 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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DOGE/Musk preferentially cancelled grants and contracts to recipients in counties that voted for Harris in 2024.

Among cancellations with election data available, 92.9% and 86.1% cancelled grants and contracts went to Harris counties, representing 96.6% and 92.4% of total dollar amounts.

23.03.2025 13:38 โ€” ๐Ÿ‘ 2228    ๐Ÿ” 1105    ๐Ÿ’ฌ 72    ๐Ÿ“Œ 145
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GitHub - hacksider/Deep-Live-Cam: real time face swap and one-click video deepfake with only a single image real time face swap and one-click video deepfake with only a single image - hacksider/Deep-Live-Cam

๐Ÿ”ฅ Hot Repo๏ผ ๐Ÿ”ฅ (100+ new stars)

๐Ÿ“ฆ hacksider / Deep-Live-Cam
โญ 42,734 (+141)
๐Ÿ—’ Python

real time face swap and one-click video deepfake with only a single image

22.01.2025 14:01 โ€” ๐Ÿ‘ 2    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Qiu, Gu, Li, Zuo, Shen, Zhang, Qiu, Yuan, Chen, Dong, Bo: LHM: Large Animatable Human Reconstruction Model from a Single Image in Seconds https://arxiv.org/abs/2503.10625 https://arxiv.org/pdf/2503.10625 https://arxiv.org/html/2503.10625

14.03.2025 06:04 โ€” ๐Ÿ‘ 1    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Someone pointed out that influencers use serotonin/dopamine/cortisol/oxytocin like theyโ€™re the four humors and now I canโ€™t stop seeing it

20.03.2025 02:49 โ€” ๐Ÿ‘ 9232    ๐Ÿ” 1763    ๐Ÿ’ฌ 24    ๐Ÿ“Œ 148
15.03.2025 17:50 โ€” ๐Ÿ‘ 102    ๐Ÿ” 21    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 2
Marek Rosa (GoodAI): LLM-driven Game Characters - Summer School on AI and Games 2023
YouTube video by Summer School on AI and Games TV Marek Rosa (GoodAI): LLM-driven Game Characters - Summer School on AI and Games 2023

How to create AI People, leveraging #LLMs?

Marek Rosa (@blog.marekrosa.org.web.brid.gy ) the man behind Good AI and the Keen Software House shares insights on how they develop AI People

Watch his 2023 talk: www.youtube.com/watch?v=VW1h...

More about us: school.gameaibook.org

04.03.2025 12:57 โ€” ๐Ÿ‘ 7    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Ukraine is Europe!
We stand by Ukraine.

We will step up our support to Ukraine so that they can continue to fight back the agressor.

Today, it became clear that the free world needs a new leader. Itโ€™s up to us, Europeans, to take this challenge.

28.02.2025 20:22 โ€” ๐Ÿ‘ 19445    ๐Ÿ” 5652    ๐Ÿ’ฌ 678    ๐Ÿ“Œ 524

Article 1, Section 9, Clause 8 of the US Constitution begins: "No Title of Nobility shall be granted by the United States"

constitution.congress.gov/browse/essay...

20.02.2025 00:53 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

America was created so we wouldn't have to live under a King.

19.02.2025 21:10 โ€” ๐Ÿ‘ 2336    ๐Ÿ” 412    ๐Ÿ’ฌ 102    ๐Ÿ“Œ 24

Agree it's overused, but it's also overly applicable. MAGA has celebrated the pain their actions will cause their "enemies", and I will not deny anyone the schadenfreude of watching that backfire.

03.02.2025 16:58 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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This review paper by @guillaume-garrigos.com on SGD-related algorithms is a fantastic resource, offering elegant, self-contained, and concise proofs in a single, accessible reference. arxiv.org/pdf/2301.11235

29.01.2025 16:15 โ€” ๐Ÿ‘ 190    ๐Ÿ” 39    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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This goes so fucking hard dude

27.01.2025 04:17 โ€” ๐Ÿ‘ 16470    ๐Ÿ” 5850    ๐Ÿ’ฌ 23    ๐Ÿ“Œ 45

ELON DID A FUCKING NAZI SALUTE AND THAT IS NOT FUCKING OK

20.01.2025 20:41 โ€” ๐Ÿ‘ 14319    ๐Ÿ” 2364    ๐Ÿ’ฌ 637    ๐Ÿ“Œ 81
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Stop acting like AI uses a lot of water Look, I get it. AI hype is extremely annoying, and increasingly inescapable. But thatโ€™s not a reason to take every anti-AI argument asโ€ฆ

New Medium post: Stop acting like AI uses a lot of water

medium.com/@notkavi/sto...

16.11.2024 06:04 โ€” ๐Ÿ‘ 144    ๐Ÿ” 43    ๐Ÿ’ฌ 8    ๐Ÿ“Œ 1
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Free PC Games - The Best For The Broke

FREE GAMES! No, really, the PC has mountains of great games that don't cost a penny. Not even F2P (though I did include some), just FREE. I'm gradually updating a sortable little database of the best out there. Got 125+ so far

Share it around, and let me know if there's anything I should add to it!

02.01.2025 15:48 โ€” ๐Ÿ‘ 1569    ๐Ÿ” 943    ๐Ÿ’ฌ 107    ๐Ÿ“Œ 20

Good point that the ftp model is perfectly designed for a world with wide wealth inequalities.

06.01.2025 16:35 โ€” ๐Ÿ‘ 3    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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