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🌅 The Ember Silhouette in the Gold Frame

🌅 The Ember Silhouette in the Gold FrameShe stands in full light, framed by a doorway emanating an intense orange glow. Her silhouette is defined by a minimalist set and her light, almost white, thigh-high boots that shimmer in the hot light. These boots, laced or ruched, rise high on her legs and are the sharpest point of this dreamlike vision.In this fiery dream, her boots are the armor of a traveling soul, luminous columns that pass through fire without burning. They tell of dream challenges

ReviewBrain – AI-powered review analysis that reveals what customers truly think

ReviewBrain – AI-powered review analysis that reveals what customers truly thinkIn today’s e-commerce environment, customer experience is one of the strongest competitive advantages. It is no longer enough to rely on product quality and fast delivery — what matters is understanding why customers are satisfied, what they appreciate, and what repeatedly causes frustration. ReviewBrain – AI-powered review analysis that reveals what customers truly think | Noviny.BIZ

http://i.securitythinkingcap.com/TPSJ3P

AI isn’t just transforming industries—it’s generating entirely new roles across them. From AI trainers and workflow...

AI isn’t just transforming industries—it’s generating entirely new roles across them. From AI trainers and workflow orchestrators to human–AI experience designers, a fresh wave of career opportunities is emerging. As organizations adopt intelligent systems, the demand for talent that can guide, optimize, and collaborate with AI continues to grow. Visit AISquare for more!

You can find more content on my Patreon: http://patreon.com/NicolasRain

Learning to Design Efficient Logic Circuits

Kshiteej Mahajan Senior Research Engineer Google DeepMind Logic synthesis is the problem of designing a circuit composed of logic gates (e.g., AND, OR, etc.) from an abstract specification of a function (e.g., a truth table) that the circuit should implement. It is how the basic building blocks of modern chips are designed, and is therefore one of the fundamental problems of modern chip design. This is a challenging problem, because in addition to fidelity to the specification, logic synthesi

Lightning Talks: Systems for Machine Learning

Yeonju Ro, "Sherlock: Reliable and Efficient Agentic Workflow Execution" Nitin Kedia, "Vidur: A Large-Scale Simulator for LLM Inference Systems" Geon-woo Kim, "HALoS: HierarchicalAsynchronous LLM Pretraining on Geo-Distributed Datacenters" Bodun Hu, "StitchLLM: Serving LLMs, One Block at a Time"

Lightning Talks: Generative AI and Machine Learning for Systems

Presenters: Rohit Dwivedula, "PolicySmith: Learned Code for Systems Policies" Jiayi Chen, "UNUM: A New Framework for Control Using Network Embeddings" Litu Rout, "Anchored Discrete Diffusion Models for Language and Image Generation" Donghyun Kim, "Trace-LLM: Generating microservice traces with large language models"

Lightning Talks: Systems and Architecture Support for Machine Learning

Divyanshu Saxena, "Guardrails for Performance Introspection in the OS" Taeklim Kim, "ESA: Improving GPU Utilization with Elastic Isolation for ML Inference Services" Xiao Zhang, "Enabling SLO-Aware 5G Multi-Access Edge Computing with SMEC" Arthur Peters, "Mariposa: Observability, Policy, and Mechanism"

Accelerating Workflows for Machine Learning in the Kernel

Christopher J. Rossbach Co-Director of LDOS Expedition and Associate Professor UT Austin Machine learning (ML) has the potential to revolutionize operating system (OS) design by enabling adaptive, data-driven policies that outperform hand-crafted heuristics. However, integrating ML into the OS kernel introduces major challenges — from limited data access and constrained computation environments to the lack of MLOps-style workflows for model training and deployment. This talk presents Kermit,

Great Experience with Metal!

I’ve been running the MetalFab in a mixed-use shop (prototyping + small-batch parts) and here’s how it’s actually performing. What I’ve cut so far: Stainless steel 3 mm (manual mode): clean edges, consistent kerf, no drama. Aluminum 2–3 mm (CNC): fast, accurate, and noticeably less post-processing than I expected. Brass 2 mm: crisp cuts with minimal burrs. Rust removal: the MaxClean accessory on CNC is honestly impressive—oxide lifts fast and evenly, great for prep. Precision & throughput:

All you can wish for

What an absolutely amazing machine! I changed from a Sage machine to this and it was definitely a good choice. All of the functions have worked well for me! For last month I have been using Röstsätte coffeesense beans and those have been fantastic. Coffeesense gets rid of the hassle of dialing in and at the end saves you couple of shots. Small negative is the soggy pucks with 18g dose but you can fix that by getting a puck screen. The machine can give you more than you wish for! (still learni

One of Possibilities in Our Eyes

🤝With Joint Efforts, for Human Sustainable Progression, for One of the Inspiring Potential Possibilities We firmly believe that we shall prepare ourselves for a world of Office Automation, Critical Thinking, and Creativity, which will enable us to enter the era of the fifth industrial revolution. Magic, the so-called "consciousness energy", is the ability of consciousness to control the material world. The automation and modularization of the fourth industrial revolution will lay a solid foundat

One great printer

Reviewed by: Curtis Blount Business Type: Small Apparel Printing & Custom Merch Rating: ★★★★★ (5/5) Overview The Xtool apparel printer has proven to be a fantastic addition to my small business. From startup to daily operation, this machine delivers consistent, high-quality results that make every print look professional and polished. Performance & Print Quality Once the initial setup and paper alignment were complete, the printer performed flawlessly. The colors are vibrant, the details are cri

Hollow Knight: Silksong - Lost Verdania This is my arrangement of "Lost Verdania" from Hollow Knight: Silksong (composed by...

Hollow Knight: Silksong - Lost VerdaniaThis is my arrangement of “Lost Verdania” from Hollow Knight: Silksong (composed by Christopher Larkin) for advanced piano as requested by my students. It is written in the original key so that you can play along with the OST. There is a count-in of one measure (7 beats). Special thanks to my friend Dominique (percussionist/multi-instrumentalist) for discussions regarding meter/notation choices and layout readability.Notes:The students I wrote t

I really must transcribe my grandma’s diary seeing as I will someday be among the last living humans on earth who can read...

I really must transcribe my grandma’s diary seeing as I will someday be among the last living humans on earth who can read cursive…I should also ask my currently living grandma to start keeping a diary for me to have when she dies. like I am 100% positive she would love this suggestion. I wonder if she keeps a diary already…the need to keep a diary, while universal, is maybe a forgotten art nowadays…or maybe I’m projecting because I really suck at keeping a diary despite my many efforts. You wou

Show HN: Promptflix – an early marketplace prototype for AI image/video prompts

I built Promptflix, an early prototype of a marketplace for AI prompts (image + video), mainly to explore the economics of prompt iteration and how creators/buyers behave in real usage.Why I started I use AI tools daily and often spent: $1–3 iterating on a good image prompt $4–6 testing video prompts I noticed many people hit the same issue — spending more on “trying” than on the final result. I wanted to see whether a cost-efficient prompt marketplace could reduce this wasted spend. What’s

Zapier just had a supply chain attack

Zapier had a supply chain attack. They sent out some emails containing the compromised dependenciesAt 5:50AM UTC on 11/24/2025, Zapier became aware that a subset of our NPM packages had unauthorized modifications made to them in an apparent supply chain compromise. The unauthorized core platform packages were unpublished by 10:30AM UTC. The rest were deprecated by 2:03PM UTC. List of Zapier NPM packages impacted and versions are below:zapier-platform-cli 18.0.2zapier-platform-cli 18.0.