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28 People Revealed What It Was Actually Like To Win A Year's Supply Of Something

"I won a year's supply of crab for camping in line at a grand opening. It rained all night. You should have seen my face when I found out 'a year's supply' meant one snow crab meal per month for a year."

38 Gifts Reviewers Said Their Giftees Were Totally "Obsessed" With

"It was all my husband could talk about for the next two or three days. He was dying for his own pair." —reviewer who successfully gifted these meat claws that make you feel like Wolverine in the kitchen

39 Birthday Gifts For Dad He’ll Wanna Brag About

<i>The Office</i> Lego set + a dad joke book — let your siblings know that your gift is gonna be extremely hard to beat, and the *fave kid* title will still be yours.

People Are Revealing The Luxury Habits Of The 1% That The Average Person Has Never Heard Of, And It Has Me Questioning If We're Even Living On The Same Planet

Very "let them eat cake" vibes.

Free trade over fear: Meat industry challenges cultivated meat bans

Meat industry groups are speaking against state bans of cultivated meat citing government interference on free trade and emphasizing food safety Farmers and ranchers in meat-producing states, ...

Topic: synthetic meat

Ars Technica has been separating the signal from the noise for over 25 years. With our unique combination of technical savvy and wide-ranging interest in the technological arts and sciences, Ars is ...

Waiter, There’s Fox in My Donkey Meat: The Global Scandal of Food Fraud

Donkey meat is a popular snack in parts of China—which is why consumers were unhappy when they discovered the meat was laced with fox DNAFlickr via Getty Images Consumers in China are angry because ...

Is Fake Meat Good for You?

Cooped up at home? Now is the time to try new things. Your exciting move of the day could be picking up fake meat at the supermarket or for your take-out meal. Fake meat is made from plant products ...

Over 50 tons of pork sold as premium Australian meat in Vietnam, police say

More than 50 tons of pork were allegedly processed and sold as premium “exotic” meats to restaurants across southern Vietnam, ...

Press Release: Emirates to eschew fake meat in vegan cuisine

As global consumers increasingly focus on nutrition, health and wellbeing with a back-to-basics approach of consuming minimally processed food, this V...

Ask HN: How worried should I be about running LLM code on my machine?

Look, I'll be honest about being an AI skeptic generally, but I recently thought I'd give LLM assisted development a try and it's been wildly successful for me. On the project I've been working on, it feels like I've gotten multiple months worth of work done in a week. Most of that time would have been spent researching some statistical methods for doing things, and it's much quicker to verify a method as being accurate, than it is to find one that works and learn h

Exploring hard-constrained PINNs for real-time industrial control

’m exploring whether physics-informed neural networks (PINNs) with hard physical constraints (as opposed to soft penalty formulations) can be used for real-time industrial process optimization with provable safety guarantees.The context: I’m planning to deploy a novel hydrogen production system in 2026 and instrument it extensively to test whether hard-constrained PINNs can optimize complex, nonlinear industrial processes in closed-loop control. The target is sub-millisecond (<1 ms) inference

Show HN: Kiplomatie – A framework for ethical AI governance

Watching recent discussions between AI industry leaders, I noticed a profound contrast between market-driven pressure and scientific calling. It feels as though we are at a crossroads where the technical pace might outrun our collective ethical grounding.I propose the term "Kiplomatie" (AI-Diplomacy) as a peaceful, philosophical framework.Kiplomatie is not about opposition, but about integration. It suggests that we should manage AGI as a shared human heritage, much like we do with our

Ask HN: What are the recommender systems papers from 2024-2025?

I’ve been keeping up with the classics (NCF, Wide & Deep, LightGCN), but the field seems to have shifted dramatically in the last 18–24 months toward LLM-based reasoning and graph-based retrieval at scale.I’m looking for the "state of the art" in 2026. Specifically:LLM4Rec: Beyond just using LLMs for feature engineering—who is doing generative recommendation well?Retrieval vs. Ranking: Any new breakthroughs in the "Two-Tower" paradigm or vector database integration?Real-w

Subject-based weight routing for LLMs (27 days before DeepSeek Engram)

I run LLM inference on an IBM POWER8 S824 with 576GB RAM – a $700 eBay server from 2014. In December 2025, I built "RAM Coffers" – banking model weights by subject domain with hot caching and resonance routing. On January 12, 2026, DeepSeek published "Engram" (arXiv:2601.07372) describing the same core idea: route queries to cached weight banks based on subject matter.

Show HN: Ipfrs – A "Thinking" IPFS in Rust with Built-In Vector Search

I built a "Thinking" IPFS in Rust.Unlike standard IPFS, IPFRS supports built-in Semantic Search (HNSW) & Logic Programming on the DAG. You can query content by meaning, not just hash.Looking for feedback on the architecture!Blog: https://medium.com/@kitasanio/beyond-static-storage-why-i-bu... Code: https://github.com/cool-japan/ipfrs#RustLang #IPFS #Web3 #AI #RAG

Ask HN: Do you have any evidence that agentic coding works?

I've been trying to get agentic coding to work, but the dissonance between what I'm seeing online and what I'm able to achieve is doing my head in.Is there real evidence, beyond hype, that agentic coding produces net-positive results? If any of you have actually got it to work, could you share (in detail) how you did it?By "getting it to work" I mean: * creating more value than technical debt, and * producing code that’s structurally sound enough for someone responsibl

Burger King Launches the Impossible Croissan’wich

Nine months ago, Burger King made headlines by announcing its Impossible Whopper. The sandwich, featuring a meat-free Impossible patty, was at first seen as an April Fool’s prank, but the reaction to ...

Impossible Burger vs. Beyond Meat: How Do They Compare?

With the growing popularity of plant-based diets for weight loss and general health, it’s now easy to find meat-free options, even on fast-food menus. In the meatless burger department in particular, ...

Yuck!