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@kala shared a link, 1 month, 2 weeks ago

FAUN.dev()

LaTeX, LLMs and Boring Technology

LLMs are tearing down LaTeX's old walls. Syntax hell, cryptic errors, clunky formatting - easier now. Whether baked into editors or running solo, these models smooth the pain. Why does it work so well? LaTeX has history. Mountains of examples. It's the perfect training set. That puts newer contender.. read more

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@kala shared a link, 1 month, 2 weeks ago

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The Fatal Math Error Killing Every AI Architecture - Including The New Ones

LLMs are fading as JEPA (Joint Embedding Predictive Architecture) emerges with joint, embedding, predictive architecture. JEPA is a step towards true intelligence by avoiding the flat, finite spreadsheet trap of Euclidean space and opting for a toroidal model... read more

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@kala shared a link, 1 month, 2 weeks ago

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Introducing structured output for Custom Model Import in Amazon Bedrock

Amazon Bedrock’s Custom Model Import just got structured output support. Now LLMs can lock their responses to your JSON schema - no prompt hacks, no cleanup after... read more

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@kala shared a link, 1 month, 2 weeks ago

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Building a Healthcare Robot from Simulation to Deployment with NVIDIA Isaac

NVIDIA just droppedIsaac for Healthcare v0.4, and it’s a big one. Headliner: the newSO-ARM starter workflow- a full-stack sim2real pipeline built for surgical robotics. It covers the whole loop: spin up synthetic and real-world data capture, train withGR00t N1.5, and deploy straight to 6-DOF hardwar.. read more

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@devopslinks shared a link, 1 month, 2 weeks ago

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Visibility at Scale: How Detects Sensitive Data Exposure

Segment gutted its old permissions table—bloated, slow, tangled in logic - and replaced it with a lean, service-based setup. The new stack runs onPostgres,Redis, and a sharply tunedGo API, cutting query times from 1400ms to under 100ms. Clean, fast, and centralized... read more

Visibility at Scale: How Detects Sensitive Data Exposure

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@devopslinks shared a link, 1 month, 2 weeks ago

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Terraform vs. Pulumi vs. Crossplane: Choosing the right IaC Tool for your platform

Terraform, Pulumi, and Crossplane take very different routes to Infrastructure as Code.Terraformsticks to a declarative HCL model with a massive provider ecosystem.Pulumiflips the script—developers write infrastructure in real languages, so logic is testable and dynamic.Crossplane? It runs inside Ku.. read more

Terraform vs. Pulumi vs. Crossplane: Choosing the right IaC Tool for your platform

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@devopslinks shared a link, 1 month, 2 weeks ago

FAUN.dev()

Notes on switching to Helix from vim

Helix keeps things lean - and that's the point. It ships withLSP support, multi-cursor editing, and smart search baked in. No dotfile gymnastics required. That alone has peeled some loyalists off Vim and Neovim. Still rough around the edges. No persistent undo. No auto-reload. Markdown support's a b.. read more

Notes on switching to Helix from vim

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@devopslinks shared a link, 1 month, 2 weeks ago

FAUN.dev()

Creating VMs in separate ZFS filesystems

A dev split KVM/QEMU VMs out of a shared ZFS directory and into their own ZFS filesystems. Why? Snapshot rollbacks. Finer-grained storage control. Clean. The new setup rides a fresh ZFS pool tuned with a 64KBrecordsizefor QCOW2 images. That lines up virtual disk performance with the real IO under th.. read more

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@devopslinks shared a link, 1 month, 2 weeks ago

FAUN.dev()

How Google, Amazon, and CrowdStrike broke millions of systems

AWS. Google Cloud. Azure. CrowdStrike. All hit hard by dumb bugs with big blast radii - race conditions, nulls, misfired configs. Small cracks. Massive fallout. AWS's DNS automation knocked out its DynamoDB endpoint, dragging 113 services down with it. Google Cloud’s global APIs fell over from a str.. read more

How Google, Amazon, and CrowdStrike broke millions of systems

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@laura_garcia shared a post, 1 month, 2 weeks ago

Software Developer, RELIANOID

EU's Cybersecurity standards for IoT devices

🔒 The EU enforces strict cybersecurity standards for IoT devices: securing networks, protecting privacy, and preventing fraud. At RELIANOID, we share this open-source commitment to resilience — helping organizations build safer, more reliable digital ecosystems. #CyberSecurity#IoT#OpenSource#Digital..

Blog IoT Security RELIANOID

Our mission is to make artificial intelligence accessible & enjoyable, so we can all build bridges to the future, together.

PURPOSE

Free Beer 🍺

Richard Stallman, the creator of the GNU/Linux movement & early proponent of Open Source Software made the distinction that Open Source meant "free" as in free speech, not free beer.

We believe there is room for both.

Especially now with the advent of Artificial Intelligence.

Our vision is a digital world where artificial intelligence, software & access to information is free use and free of cost - a democratization of individual success.

We are on a mission to snuff out the companies & bad actors looking to monetize AI at the expense of the consumer and the industry they operate in.

We believe that by making all the tools free, there will be no room for capitalism to exploit the arts or capitalize on easy arbitraging of AI - when it is meant to be for everyone.

We need developers like you to help us build these tools!

We are committed to continuing to bring new models, weights, a cutting edge AI to you - but we don't have the bandwidth to turn them all into consumer facing apps - unless we work together 💪

It's time us developers & internet marketers worked together to restore some order back to the internet.

Be a part of something great, and watch your creations bring good to the world.

We need your help, if you're willing to lend it.

Join the SERP AI community & watch your creations bring good to the world.

& of course.... free beer, for all! 🍻

PHILOSOPHY: AI for 1 & 1 for AI

All for one & one for all!

Artificial Intelligence is built on the collective knowledge and wisdom of humanity, together.

Literally, it's built by us and trained on our content & information.

But we are already seeing it with the plethora of companies that are already arbitraging large language models and making millions of dollars charging consumers easier access to using them.

This time - we need a FREE AI.

After all, it's YOUR data and YOUR contributions that made this possible.

And that's what we stand for - making AI Free. For everyone.

It's our vision to supply free use of AI - from computational power, to software, to education - to the end consumer.

SERP AI: Artificial Intelligence for the greatest good, for the greatest number.

PLATFORM

At SERP AI, we are leveraging our experience & expertise in the fields of artificial intelligence, data science, SEO & digital marketing to build large-scale digital publications, tools & technologies across industries we are passionate about.

And we plan to use that revenue to support the continued growth & evolution of those industries, as well as this one: Artificial Intelligence, Machine Learning, Data & Computer Science.

Practically, SERP AI is an community-driven, organized collection of all things AI.

Tools, datasets, news, models, projects, research, books, courses, community - you name it.

If it's part of the AI movement - we're interested.

Our goal is to advance AI, help others participate & learn, and create software together that we can all benefit from and enjoy.

We create training, software & AI models that end users can access, learn from, utilize, and contribute to at no cost.

We exist to advance AI forward in a direction that will benefit all of humanity - not just some of it.

You can use SERP AI to:

👨‍💻 Learn and stay up-to-date.
🙌 Interact based on the latest trends in our ecosystem.
🚀 Collaborate with other developers you know and appreciate.
💸 Contribute to the growth of the ecosystem, and get financially rewarded for doing so.

HOW TO GET STARTED:

Register to create a profile
Show your support for "AI for All" with your personalized AI badge
Come hang out & learn, in the official Community.
Code with us - join the 🧙 Open Sorcerers and let's build cool things together that help the world around us.

It only knows what it has been trained on.
What it was instructed to learn.
What we give it.

If we train it with self-interest, malice, greed or even indifference - that will be the seed with which it evolves from. An almost inevitable beginning of the end of humanity.

But, if we teach it to know unbounded virtue & benevolence – we may finally see a glimpse of the true potential of the Godliness in humanity, as we watch AI accelerate solutions to the problems we face as a species.

To give us answers to the issues we have not been able to collectively solve ourself.

And to ultimately find a way to co-exist sustainably, unite our divided planet, and ultimately bring peace to our world - once and for all.

Artificial intelligence is clearly the biggest opportunity that this world has seen in a very long time...

And we can already see the largest companies on the planet trying to claim it, regulate it in their favor, capitalize off it, and protect their interests over all others with their "moats" and bullshit.

Here's what I think:

A couple decades ago a company came along, called Google and started organizing everybody's information by crawling their websites and indexing them in their digital Rolodex of stuff - listing their websites on its search engine's, and then telling those companies that if they wanted to show up favorably, they need to pay to show up.

That sounds like extortion to me - taking other peoples data, and then charging them for it to show up?

We are seeing the same thing right now in artificial intelligence...

From companies like Stack overflow, whining about how they need to charge open AI to use an access their platform because of all of "their data" they use to train their large language models...

Well the way I see it... That's YOUR data. Your knowledge. Your wisdom.

It's your time & effort that's gone into building that platform that's making them millions of dollars a year.

And, of course, companies like open AI that started as nonprofit open source entities, and to do wonderful things for the industry until the money blinded them...

And are now ingesting petabytes of peoples data, charging them for it, and trying to enact legislation to keep their competitive edge...

And making BILLIONS of dollars off the AI trained on the collective content, knowledge, wisdom, and effort that we all together, as one World, have contributed to the internet

Here's what we believe @ SERP:

We think your data is yours
We think that needs to stop
And we intend to change it

I'm not going to say now exactly how that's gonna happen right this second - but know that this is not a pipe-dream.

It is a well thought out plan and already being put into motion...

But we need your help.

So my question to you is this:

If you believe in the democratization of this technology - as it's built on all of the data that you and your fellow humans have contributed...

If you share our values and vision of an Internet where users are not paying companies to simply arbitrage Open AI to deliver you the convenience of tools...

Or charge you to use their LLMs while they collect more of your data and input to improve their models...

if you believe in free AI for all - regardless of race, religion, geography, or financial means...

If you want your data to be not only to be yours, but to pay you...

Whether you're a developer, and would like to join our team to build things for you, your friends, your family and your fellow humans that we vow to always remain FREE...

An marketing, sales, project manager, etc. who would like to contribute in other ways...

Or just an AI enthusiast who wants to be a part of shaping how this World will ultimately become in the very near future...

We would love your help.

And my promise to you, as the Founder of SERP AI, is that if you can help us bring this dream to a reality, I will keep everything we build together free for all individual users - forever.*

*for-profit enterprises may have to pay for some things so we can continue to exist & operate... but:

Never the contributor.
Never the student.
Never the non-profit.
Never the people who don't have the means.
And never the individual.

SERP AI is "The greatest good, for the greatest number'.

Join the movement of people working together to keep AI free for all, forever.

👉 Get your AI Alliance badge (no login required; no Member ID)
👉 Join the SERP community and get involved

Let's change AI, the internet & the World - together.
Hope to see you soon. Stay funky, my friends. 🦩

- @devinschumacher | Founder @ SERP AI | SERP