ContentPosts from @serenesky0914..
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@faun shared a link, 3 months, 3 weeks ago

Peer Programming with LLMs, For Senior+ Engineers

LLMs—the mysterious, fickle companions of coding.Senior engineerswade through it, extracting gold with tricks like "Second opinion" and "Throwaway debugging." Seth Godin rings the alarm: these clever machines aren't as clever as they look. First askClaude, then call in a human...

Peer Programming with LLMs, For Senior+ Engineers
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@faun shared a link, 3 months, 3 weeks ago

Architecting Gen AI-Powered Microservices: The Unwritten Playbook

Plugging Gen AI into microservicesisn't just a task. It's an adventure in tech wizardry. Get cozy with messaging queues, prompt caching, and the relentless art of watching in production...

Architecting Gen AI-Powered Microservices: The Unwritten Playbook
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@faun shared a link, 3 months, 3 weeks ago

Why GCP Load Balancers Struggle with Stateful LLM Traffic — and How to Fix It

Deploying LLMs onGCP Load Balancersis like fitting a square peg in a round hole. These models aren't stateless, so skip HTTP, go straight forTCP Load Balancing. Toss in Redis to keep those sessions on a leash. Tweak load balancer settings to dodge mid-stream socket calamities. Embrace the power ofGK..

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@faun shared a link, 3 months, 3 weeks ago

Want a humanoid, open source robot for just $3,000? Hugging Face is on it.

Hugging Facejust pulled the curtain back onHopeJR, a humanoid robot that swings 66 degrees of freedom—at just$3,000. This price tag shames the $16,000 slapped on Unitree's G1. Together with The Robot Studio, they've created this robot with a dash of Bender's charisma. The kicker? It's fully open-sou..

Want a humanoid, open source robot for just $3,000? Hugging Face is on it.
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@faun shared a link, 3 months, 3 weeks ago

It’s not your imagination: AI is speeding up the pace of change

AI takes a victory lap:Mary Meeker revealsChatGPTsnagged 800 million users in a brisk 17 months. Meanwhile, the bean counters cheer as inference costs nosedived 99% in just two years. Profitability? That's still a cliffhanger...

It’s not your imagination: AI is speeding up the pace of change
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@faun shared a link, 3 months, 3 weeks ago

Perplexity offers training wheels for building AI agents

Perplexity Labsis your quick-draw tool for crafting apps and digital delights, powered by LLMs likeGPT-4 Omni. It’s a star where others stumble: fast, project-driven tasks. Expect example-heavy insights and real-world project demos. While competitors dawdle, it delivers. Need deep web browsing, code..

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@faun shared a link, 3 months, 3 weeks ago

LLMOps: DevOps Strategies for Deploying Large Language Models in Production

LLMOpsshakes up the MLOps scene with tailor-made Kubernetes magic. It wrestlesGPU scheduling, caching, and autoscalingfor those behemothLLM deployments. Keep an eye out for serverless endpoints and model meshes—smooth scaling and a wallet-friendly operation...

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@faun shared a link, 3 months, 3 weeks ago

A visual introduction to vector embeddings

OpenAI's text-embedding-ada-002often gets a peculiar itch at dimension 196—vectors peaking awkwardly there. Entertext-embedding-3-small, swooping in to smooth out the distribution. Now, ontosimilarity metrics. For unit vectors, the dot product is your fast friend. It's interchangeable with cosine si..

A visual introduction to vector embeddings
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@faun shared a link, 3 months, 3 weeks ago

AI agents have access to key data across the enterprise

82% of organizations have AI agents on deck; a mere 44% bother with security policies.That leaves a lot of open doors. A staggering 96% of tech pros are side-eyeing these agents as ticking time bombs, yet 98% plan to unleash more. It's like setting out catnip for hackers. These agents wield power wi..

AI agents have access to key data across the enterprise
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@faun shared a link, 3 months, 3 weeks ago

Using AI to outsmart AI-driven phishing scams

Phishing scamsare growing craftier, employing AI likeFraudGPTto weave through filters and masquerade as real emails, boosting scam rates by70%. AI can unveil sneaky phishing patterns humans miss, but it loves a good panic. It often cries wolf with false alarms and needs a babysitter to adjust to eve..

Using AI to outsmart AI-driven phishing scams