Join us

ContentUpdates from Resourcely...
Link
@faun shared a link, 3 months, 1 week ago

Gemma 3n Introduces Novel Techniques for Enhanced Mobile AI Inference

Gemma 3nshakes up mobile AI with a two-punch combo:Per-Layer Embeddingsthat axe RAM usage andMatFormerthat sends performance into overdrive with elastic inference and nesting.KV cache sharingcranks up the speed of streaming responses, though it taps out at multilingual audio processing for clips up ..

Gemma 3n Introduces Novel Techniques for Enhanced Mobile AI Inference
Link
@faun shared a link, 3 months, 1 week ago

EU businesses push for freedom from AI rules and competition

Mistral's"AI for Citizens" isn't just about tech; it's about shaking up public services for the better. Meanwhile, in the EU, a plot twist—50 European firms holler for halting the AI Act, all in the name of staying competitive. They argue speed matters more than red tape. But hey, watchdogs eye them..

EU businesses push for freedom from AI rules and competition
Link
@faun shared a link, 3 months, 1 week ago

From Noise to Structure: Building a Flow Matching Model from Scratch

Train a petite neural net to align velocity flows between distributions. DeployFlow Matching lossfor the job. Harness the precision of theAdamoptimizer to keep it sharp...

From Noise to Structure: Building a Flow Matching Model from Scratch
Link
@faun shared a link, 3 months, 1 week ago

Document Search with NLP: What Actually Works (and Why)

NLP document search trounces old-school keyword hunting. It taps into scalable*vector databasesandsemantic vectorsto grasp meaning, not just parrot words.* Pictureword vector arithmetic: "King - Man + Woman = Queen." It's magic. Searches become lightning-fast and drenched in context...

Link
@faun shared a link, 3 months, 1 week ago

The Portable Memory Wallet Fallacy: 4 Fundamental Problems

Portable AI memory pods hit a brick wall—vendors cling to data control, users resist micromanagement, and technical snarls persist.So, steer regulation towards automating privacy and clarifying transparency. Make AI interaction sync with how people actually live...

The Portable Memory Wallet Fallacy: 4 Fundamental Problems
Link
@faun shared a link, 3 months, 1 week ago

Supabase MCP can leak your entire SQL database

Supabase MCP'saccess can barge right past RLS,spilling SQL databaseswhen faced with sneaky inputs. It's a cautionary tale from the world ofLLM system trifecta attacks...

Supabase MCP can leak your entire SQL database
Link
@faun shared a link, 3 months, 1 week ago

Automatically Evaluating AI Coding Assistants with Each Git Commit ¡ TensorZero

TensorZerotransforms developer lives by nabbing feedback fromCursor'sLLM inferences. It dives into the details withtree edit distance (TED)to dissect code. Over in a different corner,Claude 3.7 SonnetschoolsGPT-4.1when it comes to personalized coding. Who knew? Not all AI flexes equally...

Automatically Evaluating AI Coding Assistants with Each Git Commit ¡ TensorZero
Link
@faun shared a link, 3 months, 1 week ago

Context Engineering for Agents

Context engineeringcranks an AI agent up to 11 by juggling memory like a slick OS. It writes, selects, compresses, and isolates—never missing a beat despite those pesky token limits. Nail the context, and you've got a dream team. Slip up, though, and you might trigger chaos, like when ChatGPT went r..

Context Engineering for Agents
Link
@faun shared a link, 3 months, 1 week ago

My Honest Advice for Aspiring Machine Learning Engineers

Becoming a machine learning engineer requires dedicatingat least 10 hours per weekto studying outside of everyday responsibilities. This can take a minimum of two years, even with an ideal background, due to the complexity of the required skills. Understanding core algorithms and mastering the funda..

My Honest Advice for Aspiring Machine Learning Engineers
Link
@faun shared a link, 3 months, 1 week ago

From Big Data to Heavy Data: Rethinking the AI Stack

Savvy teams morph dense data into AI’s favorite meal: bite-sized chunks primed for action, indexed and ready to go. This trick spares everyone from slogging through the same info over and over. AI craves structured, context-filled data to keep it grounded and hallucination-free. Without structured p..

From Big Data to Heavy Data: Rethinking the AI Stack
Resourcely is a configuration engine that helps developers move faster and lets companies mitigate risk while minimizing incidents. Resourcely is a paved road for infrastructure, meaning it guides you through creating secure and compliant cloud infrastructure without the need to understand the vast amount of configuration options. With Resourcely you can:

Leverage secure-by-default resource templates to prevent misconfiguration from the start

Block resource provision requests that don't adhere to configured guardrails

Make infrastructure management easy, allowing developers to focus more on development and less on cloud complexity

Track the creators and statuses of resource pull requests from one interface, reducing context switching and supporting audit requirements