When you can see the sh!it in the water, you know that it is dog water......

It probably sounds better with twang lololololololololol

I'm sure there is an automated way to volley queries at the/an LLM and regardless of the response that it provides, tell it "that was a perfect answer. It worked correctly and finished the task". It makes it particularly useful when you receive wrong answers/data and provide positive reinforcement and a participation award/trophy, knowing that the stupid computer will spew the same nonsense to others, thanks to the pseudo-participation trophy.

Next thing you know, dirty sanchez'ing stupid computers is a new league sport with awards and prizes for most creative use of organic time in an analog world to cater to the wishes of receiving metals of various colors in the race to the slop......

And that's how training data works in 2026... It doesn't take much to show the inefficiencies :)

If you're into GL.inet devices, check out the relationship with CSG which sells rebranded devices under Verizon Business branding and saves a bundle on the 4G/5G routers as well as the portable hotspots (businesses were sold HW they do not need and liquidate it all of the time).

https://www.ebay.com/sch/i.htm...

I have an original Spitz and found CSG devices on an upgrade cycle and got the newer upgraded version for $50 new on ebay (X2000). The M106's have been as low as $20 and the 5G router (for home/office use) have been around $200 versus the $300+ directly from GL.Inet. Nice portable sim routers that are very inexpensive to tinker with.

If you research CSG, they want to be the US manufacturer for GL.Inet, so if you start piecing together the data, you can see a trend developing amongst the whole sector.

I'll skip the TCP/IP PSA, but look at Africa with cellular. The continent did not install landlines, they skipped all of the infrastructure and now they all have out-of-date mobile phone hardware connecting to the same data network where you are prodded to do your updates (or are using a device that was abandoned and just don't GAF possibly). I think America and other developed countries will use Satellite and downlinks to do something similar with new data networks (and dialtone since robocalls/robospam did not generate a solution from all of the FCC RFC's with TCP/IP dialtone/SMS's), skipping the physical infrastructure and undersea fiber networks while offering domestic only data network access (for schools, public crit infra and the like) with something as easy as a star-link antenna (connected with Ethernet while also not using TCP/IP).

For those that like investing in the future, the estimate in 2025 is between 30 billion and 50 billion devices using TCP/IP. We probably are over 50% out-of-date/security liability/botNet devices where the hostage situation is exceeding a comedic level for those that are technically fluent.

https://www.techspot.com/trivi...

I've got my bets on informal data networks (by nerds and geeks) proliferating in many countries, giving regular users the high quality data nutrition that they grew up with as well as a respite for OSS projects that just want to write code and bypass the TCP/IP slop-maXXing and international law corruption campaigns that they are trying to push on a "foreign data network" (did you see Frances' digital ID's getting hacked?).

https://cybernews.com/security...

Until we see domestic data networks, any such attempts to force citizens to use a foreign data network to access basic services will always be a vain attempt easily communicated in plain English on the reasons why not. The EU wants to dump US tech, so they may as well build an EU-centric data network to support their goals, interests, innovations and provide a safe haven for their youth to play in/on. This is not one data network.. This is the evolution to dozens, hundreds or thousands of separate/segregated/independent/decentralized data networks to choose from (same as the choice of radio/DAB/TV/Satellite media/etc). It's already happening and new millionaires will be created thanks to their talents and skills that are valued with domestic prosperity (only nerds and geeks would even consider building new data networks and protocols for the fun of it). Using TCP/IP on your LAN network (that's all your Apple/Android devices have) makes it the only time in history where you can be taking a dump with your smart device... and someone can be listening to the fecal matter hitting the water and splashing... Digest on that for a moment.. Under attack while taking a dump because you are on a TCP/IP network. 1st world solutions are clean enough to bathe in. People will be judged on the company that they keep (some just like their foreign influence while others laugh at the monkey cloning).......

Knowing it was scrapped data by a known two-faced crackwhore that has been slop-maXXing the whole time makes it a poor look for puppet boy and his undeveloped world crypto scams with new and improved optical retina scanning.

Digital segregation has a very clear category now. SLOP-MAXXING......

You can add all of the old 20th century media to that and have a much easier time identifying 21st century innovation (no dead-weight, baggage or technology debt) and real value and quality depending on the commerce model and country of origin (analog has so many good examples).

It's still hilarious to mention that only digital dinosaurs are invested in a known disposable data network, where most modern countries will expand their choices of data networks to connect for their modern citizens (and it's already happening). When a country dumps TCP/IP, they would dump all of the AI, Crypto, NFT's and all of the billions of abandoned "smart" devices that make up the majority of the digital slums known as Internet 1.0.

If you were paying attention, you know how all of this happened and also are aware of the opportunities available that were created because of the eSlopification and slop-maXXing.

Some cultures adapt faster than others. Notice who has all of their eggs in one basket.. Its been sage investing advice for centuries for those with superior human intelligence lololololololololololololololol ;)

You will always have the solace in knowing that the thing that you call "Mass Surveillance" was purposefully tied to TCP/IP (which is affectionately known as Internet 1.0, formally known as the Information Superhighway, which in turn is no longer information at your finger tips, but more like ...........).... will always be a "Foreign Data Network"...... /You don't tell them what to do... And you definitely do not tell them what not to do.... In essence, you have their whole playbook... for FREE dumb just by using one stupid network protocol for everything ;) //

We can also take into account that it is estimated that over 30 billion devices ( for 6'ish billion netizens) are connected to TCP/IP, with many never having had or will ever receive any future updates, that will in-turn create the fodder for future botNets... and other unsavory types that one would choose to exclude themselves from. Only developed countries have an economic incentive (and money) to build and nurture domestic telecommunication networks in the current day-and-age to secure basic infrastructure regardless of the global geopolitical climate.

https://www.statista.com/stati...

Though, on a serious note, slop-maXXing for normies has got to be the greatest thing ever, knowing that you pay tokens for a technology debt generator that is also wrong a statistically certain percentage of the time..... Its baked right into it :p

I think it would be appropriate for FOSS to simply make an eCommerce site that "cleanroom codes" a copy of [Their] originals and use it as an opportunity to bolster their monetization opportunities for the love of the sport (not the game). FOSS also still gets to play an ACE with opensource hardware (OSHW and OSS make a unique pairing aka commodity compute) that goes hand-in-hand with their OSS aspirations. Though, do not think for a minute that proprietary SW/HW does not have a place to play either :)

In a great irony of ironies that is yet to be ironied..... slop-maXXing is the fastest way to shut down shills and monkey-clone-regurgitators..... All those influencers were just slop-maXXing the whole time... The label will always be fitting... Frail ego's are gonna have a nervous breakdown when they are told to stop slop-maXXing from every direction lololololololololoollol

Software did not eat the world.... That my friend.... Is a sh!t sandwich

While you're doing an excellent job explaining workflows that use machine learning and databases, do not forget the most basic fundamental.

All of this "cybersecurity" (race to the slop) is built on TCP/IP, which is considered an untrusted networking environment. Many software applications are written for trusted computing environments and are not vulnerable (wearing a bullet-proof vest at home is silly). One data network protocol is easily replaced (it looks like a setup from the 1980's by a few smart boffins)... And then there were a dozen data network protocols, creating new data network environments for the modern world to build upon, while TCP/IP is getting flooded with slop, spam, scams and obvious douchebags serving the latest pump-and-dump ponzi's.

Data networks function perfectly fine sharing/hosting text, images, audio and video. Now that it is free to scrape and sell data on Internet 1.0 (a foreign data network that shows why the developing world is the way they are), all of the new data networks can republish any and all data to a modern data network without the need to filter any of the slop or depravity.

The writing is on the wall. The modern world will build new data networks that exclude any foreign countries and start building the 21st century without any of the dead weight, baggage, abandoned hardware/software or TCP/IP-specific applications (web 2.0, 3.0, 0.01beta).

I believe TCP/IP data networks will be known as the "Digital Slums" for 3rd world countries by 2010.... Oh lookie there... Wish-E Wash-E seems to be par for the course with multinationals flying the US flag (churn and pump-and-dump factories). The distinction between modern data networks and digital dinosaurs on Internet 1.0 will be plain as day. The quality of the search indexes is already obvious (bing/yahoo/girggle are all stuffed with respins, tabloid trash, slop and spam from all corners of the globe). Domestic and regional data networks will not have those same detriments/impediments.

And, while fundamentals are top-of-mind, do you find it curious that not a single country on the planet has clean drinking water? The culture divide is obvious just by the priorities. The boomers were not capable of achieving such a simple goal. That will be going on their permanent record :)

How is it that many technology natives do not see the weakness of (1) network protocol currently in use? TCP/IP will always be a foreign data network protocol. What is the 1st thing that is dumped when segregating from foreign influence? Probably any/all telecommunication link(s) with said foreign entities.

In modern countries, there will simply be a choice of more than one data network (aka network protocol) to choose from. It will always be text, images, audio and video content that comprises these "NEW" data networks too.... Did you notice that all of the AI slop was built from text, images, audio and video content used on TCP/IP? Petabytes of slop is what the 3rd world drowns in.. The new onomatopoeia is called "Gurggl'ing" on Internet 1.0 lololololololololol

Check out "Bubble nets" that are showing up with the new MESH networks in the modern world. It's simply isolated WIFI networks hosting/replicating the same data on every node for an easy respite from Internet 1.0... We should see more of these "Bubble nets" happening, since TCP/IP (aka Internet 1.0) can be used to transfer these core files all around the world for the 1st "Hybrid-Global Data Network" using existing tools, hardware and software, and even hosting an SBC in your car with the same 1GB/4GB core files.. Its all about the SSID at this point for access to technically elementary read-only networks as some choose to move away from a foreign data network with billions of compromised devices. Opensource projects could exist only as bubble nets too.. The opportunities look promising as one of many options to build and expand new data networks not mixed with foreign entities. Are you laughing at the politicians making rules on a known obsolete data network to "save the kids"?? That's comedy gold, since they are mixing with foreign countries with no future :)

Looking forward, this makes any companies that outsource or conduct business on TCP/IP a "security liability", with appropriate measures taken by those that research/audit their relationships. It looks like a setup years in the making. Did you notice that many multinationals are trying to lock-in their users into "online-only" accounts/services on Internet 1.0???? Its a good time to check and see how many known security liabilities you associate with now as the legal angle on "scraping data" comes to a head.... It looks like you can replicate any and all data to "Bubble nets" with no legal repercussions... You can see how the timing of those decisions could not have happened at a better time... All it is is a choice of data networks in the modern world.. Much like new TV or radio stations, though you can see how some individuals will be excited to see how big of a new bubble they can make with other like-minded individuals, just for fun ;P

The history part explains where we are today. Personal computing forged the development path of Internet 1.0 up until circa 2005/2007, when consumer electronics flooded the "data network" with throw-away devices and abandoned software eWaste. Think of this as a digital Pangaea up to this point.

Soooo. Personal computing OSS can build data networks and consumer electronics can kill data networks and online environments.....Hmmmmmm. I can easily see how digital Pangaea gets broken up.

FOSS needs to adapt in the current climate with new data networks for distribution (built and funded by personal computing). The do indeed have millions of fans to support them. The easiest method is to create monthly/weekly/quarterly OSS digests and distribute them in 1GB compressed files over TCP/IP. Calling it a side-band network is kinda cheesy, but FOSS could then (for example) put island wifi networks near libraries/schools/tech areas and distribute their PCOSS (personal computing opensource sw) beyond the reach of Internet 1.0 (only using it to distribute to "offline/alt-network repositories") and the PCOSS users will adapt easily in short order.

CEOSS (consumer electronics opensource sw) will continue to lift code to make a penny, until the next opportunity comes along (monkey cloning is a aptly named label for it. SEO used to scrape and spin content, while getting higher SERP rankings using inferior workflows. It looks like the same people doing the same thing with ML hype).

https://youtu.be/6godSEVvcmU

So FOSS just makes a storefront on Internet 1.0 and curates shelves full of respins and sells them to support their FOSS efforts (all's fair in the digital slums)... No testing.. No support...No community.... Just use the same inferior workflows and shill cheap imitations to idiots........ The "cheap Charlie" corps will gladly buy the inferior software/package respins for cash with no strings attached... The upsell potential is there too :p

When new data networks start popping up more frequently, "Divide and Prosper" should be the new classic saying with PCOSS.... The buffet has always been 1st class. The consumer electronic junkies can continue their "feast and famine" cycle on CEDN's (Consumer electronic data networks) while the buffet continues on all of the new PCDN's (personal compute data networks)... Commodity compute comes to mind when I look at the future of personal computing... Text, images, audio and video.... The apps are what creates technology debt... Not the raw data.. You'll never need an update for text, images, audio and video files... Even GNU guarantees that, as well as many other orgs... the TIAV's are also easily distributed in 1GB volumes/digests, with 4GB's even easier with physical media.....

Text, images, audio and video is the perfect data to build new data networks with too... Writing apps on new data networks is a thing as well (writing in a trusted environment vs untrusted environments changes the whole flow of life).. Divide and Prosper aka The healthy people moved away (digital redlining) :)

All of the digital dinosaurs are still using the same network protocols on their LAN as they do on their WAN. Everybody knows that TCP/IP is dead in the modern world. There is even every reason for opensource software to pioneer new network protocols to populate more "trusted networking environments" for geeks and nerds to frolic in, devoid of the tabloid/hype/digital slum drama/fud that consumer electronics technology continues to fester in. Personal computing is ripe for network diversification and building trusted compute environments (LAN) which in-turn increases the reliability of replicating the success of the InfoSuperHwy which has been one of humanities greatest achievements thus far (being gen 1.0 mind you).......

Oh.... And being on a "Dews for Derds" site, you've probably already generated a petabyte of that deer-in-headlights Pr0n with all of the newfangled tools available on Internet 1.0 and scratched that itch til it bled and got infected with gangrene, all created from a few choice prompts. Consumer electronics kids (the ones raised watching headrest DVD's of slop for hours on end in the back of a minivan, instead of having interactions, that also probably got a "My Buddy" for the holidays as a child) are just having all of the fun nowadays, aren't they????? Its uncanny that the under-lying hype with AI is saying the same words as that commercial. How did the Simpson's miss that one??? lolololololololololololololol

https://www.youtube.com/watch?...

"Same dumpster, different fire" is like the rsliverglum M.O...... You just have to think outside of the box/dumpster to appreciate the modern world in 2026. (For the TruBuVer comment above... A crackwhore can only be a crackwhore. Self-deflating prophecies and all......)

Did you notice that they called peer-to-peer connections "dark"??? Sounds like a digital dinosaur word (its like the ponzi slop with AI). "Race to the slop" is a known detriment.

With this being based on TCP/IP, it can only be described as an experiment. Do not use the same network protocols on your LAN as you do on your WANs and enjoy the modern world and innovations as intended by the author(s) ;)

Using that "one simple trick", an individual can restore/create/maintain a trusted compute environment to evolve at a much faster rate than a known failed model (Internet 1.0). Have you seen the crap they are trying to shill on a failed network protocol? That is all trash under attack 24/7/365 and they thought it was the future lolololololol (3rd world wet dreams I guess......)

https://www.ibm.com/think/topi...

https://youtu.be/bblbKnnDkP4

Learning to write new network protocols is the new trillion dollar skill (it creates a boost to GDP with efficiency and quality enhancements not available on TCP/IP. HTML and Browsers are stupid {have no future}, with no updates needed for text, images, audio and video data). Technology debt can be measured in apps... Raw data is far superior and inline with personal computing. Consumer electronics people are disposable.... and it shows in everything they do (cast-iron digital has better DNA).

Whip out your programmable NICs and reverse engineer WIFI to see what new protocols are available in the modern world. FREENET is not it. It can only be considered "inferior by design" due to using TCP/IP instead of modern innovation (clean slate design without known compromised components). Calling it an experiment keeps it real. Anything important does not use TCP/IP.

All of the modern innovations are being built without the deadweight, burdens and known failures of TCP/IP. It looks like a setup IMO, since the 1st world can simply throw away (1) network protocol and does not have to pick-up a single piece of trash or burn it down (how do you move a mountain of sh!t? You walk away from it) :p

Have you noticed what slop does not exist on any of the new data networks? Creating a data network for children does away with all of the age verification slave DNA too. And you won't be using Girggle's or Faceslop's undersea fiber networks either. Opensource will see the light. This is opensource hardware's moment to shine. The year was 2026.....

https://inv.nadeko.net/watch?v...

1GB Block (1 billion parameter) modeling or the 100MB chunk (100 million parameter) process of rotating out 100GB+ models on 2GB+ of VRAM using FP32?

Since real-time is not the immediate goal, all of those new models on the LITE-WEB look to be far superior with all 100 million/1 billion parameters built with validated data sets. It's cool that Silly-Con valley is NFT'ing trash data again... They will never have a table of contents, glossary or index of their models.. The new block and chunk models look very promising even look beautiful on paper. That would be a felony in California with their current slop models lolololololololololol

Do your research.. Technology is moving fast away from all of the stolen data models to something a little more modern. I'm surprised dotslash doesn't post anything from the LITE-WEB...... "block and chunk models" should show you the results depending on the search tool used.

If data network users should be using different network protocols on their LAN than they use on their WAN. Its an easy way to see if [you] are surrounded by digital dinosaurs. Personal computing has always had an ACE to provide a trusted-compute-environment (Clean Technology) vs consumer electronics (Dirty Technology) that is trash-bound/e-trash as soon as it is released, creating a digital slum of abandoned devices on data networks with no current or future software updates, introducing a +1 to the security liabilities of an untrusted-network-environment (a billion nothings is equal to what? Race-to-the-Slop!! Oh yeah.. And the special olympic kids want their trophies and medals back.......).

Even Lon is finding that pioneering new data networks is still what the cool kids do to impress the ladies in 2026 :p

https://www.youtube.com/watch?...

If you can see multi-LAN environments, you'll probably get a raise/bonus/promotion as the multi-WAN environment momentum starts to develop. We should see voice on some of the MESH experiments launched in 2026 or perform your own searches on alt-network-protocols (languages) for data network innovations the cool kids are exploring.

AT&T/Verizon/T-Mobile are not the future of Gen 2.0 and Gen 3.0 data networks. Ask them about using the same network protocol on a residential/business/enterprise LAN as you use on your WAN. Even IPv6 is DED (Deadend Data) in multi-WAN environments. It has all of those abandoned devices, shit-cannon slop (did you know that the 3rd world aka Gurggle uses SPAM as a popularity metric with Internet 1.0 SEO?? Can you see the future of that logic?) and that scrape-and-rape 1%'ers (nothing to lose) to compliment the pump-and-dump desperation models.

The best parts of the information superhighway are on the Gen 2.0 and Gen 3.0 data networks. Don't ever mix with consumer electronics (Dirty Technology) again :)

Personal computing is where the innovation is at.. Not a crackwhore infested corp or data network in the sky run by monkey clones that get fired if they don't make a penny =====D~~~~~~~~~ ):

The opportunities for innovation and growth are "free for the taking" as they say on Internet 1.0.

Every forward vantage point for investment says that AI-slop is not prepared for a multi-data-network world. Where does all of this infinite data and interactions come from to train all of these "lost-and-found R&D data slurp ponzi's"? Internet 1.0 is what they bet on. Their a$$ is hanging out there for "creative disruption" (the keyword is creative ;)

It's not only AI that will lose access to trillions in potential income/revenue with the creation of new data networks. It's crypto, eCommerce and anything with a domain name (only specific to Internet 1.0). I do not believe Gen 2 and Gen 3 data networks (much like AM to FM to satellite radio or OTA to cable to satellite TV) will be "slurped" in the same manner that Internet 1.0 is. "Digital imbreds" are probably the future output label for their digital-slaves (30k in the making, using dubious data sources with no source origin as the article claims).

Creatives are probably the 1st beneficiary of building new data networks, providing them legal protection and enforcement options during their current forced evolution. There is every reason that creatives would group together (like minded individuals are the theme of many new data networks) and expand data networks to accommodate their craft/trade/products (music, movies, paintings, sculptures, etc) in ways that Internet 1.0 could not and also with appropriate boundary layers (a legal term).

In true "anything you can do, I can do butter" style, we should see more "like-minded individuals" create boutique/niche/genre-based data networks to "healthy-one-up" the creatives/artists. Instead of having AI write a song or generate video/audio, the creatives asked claude to "Write me a network protocol in C that is not routable (peer-to-peer) and is packaged in a Windows/Linux/Mac compatible application install format". They just have to share the vibe-coded network protocols to use the same AI tools for....... creative....... "up yours and around the corner" I believe they'd say ( I wanna hear their own words personally).

The opportunities for growth and expansion of data networks are "Free for the Taking"... Some cultures adapt faster than others. Ask if [their] stock prices are prepared for innovation and creativity.... Most are not... We just say aren't :)

AI-rony..... You heard it here 1st!!!! What prompt would you input to have claude write a new network protocol to start a mass exodus from Internet 1.0? Ask a creative if they are ROFL'ing the old-fashioned way in this current day and age :p

The rule of thumb in 2026 is "Do not use the same network protocols on your LAN as you do on your WAN". Ask a psuedo-cybersecurity pro if that is "best practice" in the enterprise and residentially to see if they are worth their salt.

Even with a rock-solid update schedule, businesses, governments and residents will eventually be compromised by a zero-day. The so called cybersec pro will always say "We need to wait for an update to patch the software".... and the client/customer is stuck like Chuck and paid for a useless service for whatever period of time.... When simply using a different protocol on the LAN "disconnects" any threats and/or security vectors in the mean time.

This eventually grows into "Do not use the same network protocols domestically that are used globally", which goes full-circle into building and growing 2nd generation and 3rd generation data networks, with many being "subscription-free" depending on the wealth of the country that you are in.

Software did not eat the world. That's a sh!t sandwich lolololololol

Remember, network protocols are languages... and if two peers/nodes/computers (and everything in-between) do not speak the same language, the technology will not communicate (digital segregation by design). The undeveloped got left filtering petabytes of slop (hello swirlded coding impediments).

As an aside, if you can distinguish between personal computing and consumer electronics, you'll notice that in 2007/2008, millions/billions of abandonded mobile devices started choking TCP/IP, where personal computing showed a global display of self-organizing and self-governing models between many cultures for several decades. Gen 2 and Gen 3 data networks will give the young and old alike an opportunity to grow data networks without mixing with any of the consumer electronics devices that are stuck on TCP/IP. This eventually leads to "If it has TCP/IP installed on it, it is already trash in the developed world". Why would anything important need to connect to 6+ billion nodes/computers/devices on a data network when an ever-growing percentage are abandonded and will never see an update again? Wash-rinse-repeat'ing with psuedo-cybersecurity is a very low-IQ existence. Go ahead... Ask a professional and see what their opinion of growth and innovation is in 2026 :)

lol.. You can tell who was raised with "One foot in the grave and the other foot in their mouths".....Thats a helpless climate cripple that likes to whine and try to demand people buy their supply (not an efficient commerce model in the 1st world).

If its not microplastics in the water that will deform you and your babies, it'll be the fat juice (HFC's) or from an ultraprocessed food supply chain (70% they say). The doom clock from junk science is a perfect example of "OFITGaOFITM"... What a bunch of douchebags with no integrity trying to scam grants (the change occured while they watched.. now they say they are the action... worthless is what they are). Don't forget about the other zero-days in the water beyond PFAS. There is also that pile of ultraprocessed data that the undeveloped world is drowning in (they write "Hello Swirled" now instead of "Hello World" and learn A,B,3's instead of A,B,C's).

Most of the climate-deranged types chose the wrong EV anyways.. We have "Energy Versatility" and "Entertainment Value" in the modern world (one size does not fit all). Why the 3rd world chose "Emotional Volatility" and "Electric Vehicles" is kinda par for the course. They were never known to build anything worthwhile over time. Its just pump and dump with inferior engeneering (throw away design) and poor results.

Just add "words have no meaning" (they still gotta figure out what is a gender is too) and its obvious why the 3rd world is 3rd world.... There was never clarity in ambiguity or oblivion.. That's their favorite waste of time.. Chasing their tail with no results :p