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P.R.I.M.E C-19: Solving Gradient Explosion on Circular Manifolds (Ring Buffers) using Fractional Kernels

HI! I’ve been working on a recurrent memory architecture designed to navigate a continuous 1D circular manifold (a ring buffer), and I ran into a persistent problem that I think others working on Differentiable Neural Computers (DNCs) or Pointer Networks might find interesting. **The Problem: The "Rubber Wall" at the Boundary** When training a neural pointer to move around a ring of...

🚨 AMAZON AUTO BUY

P.R.I.M.E C-19: Solving Gradient Explosion on Circular Manifolds (Ring Buffers) using Fractional Kernels

HI! I’ve been working on a recurrent memory architecture designed to navigate a continuous 1D circular manifold (a ring buffer), and I ran into a persistent problem that I think others working on Differentiable Neural Computers (DNCs) or Pointer Networks might find interesting. **The Problem: The "Rubber Wall" at the Boundary** When training a neural pointer to move around a ring of ...

How to Actually BOOST Your Metabolism and Lose Fat The Science Based Guide

Spent months deep diving metabolism research because I was tired of the same recycled eat breakfast and drink green tea advice that never worked. Turns out, most of what we think we know about metabolism is completely backwards. I've been obsessed with this topic ever since I realized my own sluggish metabolism wasn't just about getting older or having bad genetics. After going through research p...

Do they actually care about fixing issues at their core?

Im a pro shopper and I basically bank on shopping offers, so my ratings matter. Recently my ratings got hit bc shelf tags aren't being recognized at my local Target. I was on a shopping order, last night, and once again, several products were out of stock. The shelf tags were clear and shelves completely empty, but the Dasher app said their tags weren't recognized. I called customer support and...

Declining viewership and flat budget= the end?

Following up on my breakdown of why Heroes of Olympus will never happen, the new data for Season 2 makes it clear that even the original series is now on life support. I know we all want to see all five books adapted, but looking at the industry reality in January 2026, the writing is on the wall. Disney is treating PJO like a "safe" trilogy rather than the next big franchise. Here is ...

Why the Real Risk for Quantumscape Is Execution, Not Competition

This is a continuation of my previous post comparing different battery technologies. After Donut Lab’s announcement, I have seen growing anxiety from people asking, “What if something new appears out of nowhere and makes solid-state batteries obsolete?” My Quantumscape investment thesis is rooted in understanding energy storage and battery physics, not hype cycles. That framework is what I ...

How no-code teams can build a reliable website screenshot workflow (and avoid overpriced APIs)

I kept seeing no-code freelancers and agencies paying $20–$50/month for screenshot APIs that were missing basics like full-page capture, element targeting, or mobile emulation. Most of those tools break the moment you need something beyond a simple viewport image. So I want to share **how I’d design a production-ready website screenshot workflow for no-code use cases**, and what features...

High End Vehicle Theft on the Rise

The Kawartha Lakes Police Service is warning residents of an increased risk of high-end vehicle thefts in our area. What’s being targeted? Thieves are specifically targeting high-end Toyota SUVs and trucks, including newer models equipped with keyless entry and push-button start. Criminals are using sophisticated methods to gain access to vehicles quickly—often without forcing entry. Resid...

Where to buy One Piece Cards

Last year I was able to buy those single packs from Target for $4.99 basically whenever I went to the store. But for the past 3 months they just haven’t been stocked. Or I guess it is being sold out instantly like Pokémon. I can’t afford any booster box so do you guys know what stores still sell the single packs? I know card shops sell them but they are always more than retail price. Than...

[H] PayPal, Venmo, Zelle, CashApp [W] All your unwanted gift cards

Rates vary so please send me a chat with the following information: Store and value of card How the gift card was obtained Payment method you take I am only buying gift cards for US stores including: Amazon Apple Barnes & Noble Banana Republic Best Buy Bloomingdales Chick-Fil-A Costco Crate and Barrel Dicks Sporting Goods eBay Gap H&M Home Depot Ikea Lowes Macy...

Turning vague “grow with AI” into specific business actions

“Use AI to grow your business” is useless advice unless it translates into actual actions: more leads, better websites, clearer offers. That’s why I built small tools that each target one step: * **Lead Generator** to turn “I want more clients” into specific campaigns, opt-ins and outreach angles. * **Buyer Journey Audit** to turn “our site feels weak” into concrete pages, social...

Knockoff Knockout Tortoises Still in Target Stores!

Had to go to Ypsi today and saw there was a Target. The closest to me is 45 mins away and I rarely go that direction. I’ve been wanting these and didn’t wanna pay the EBay markup. They had 3/4 for $20 each! Right in the you section too. Just missing “Mark” which is the one I really was hoping to find. These things are great. Seriously derpy!

My FreeBSD 15 Workstation: Hyprland on 4K + Dasung E-ink

E ink (vertical) + AOC 4K. Two different world in UNISON. Only possible on Hyprland!

So long tla

this was my last draft deck and one of the best I had in the format. synergy all over the place! but do you think it was wrong to play 16 lands this time? I know it was overwhelmingly a 17 land set. I enjoyed the format quite a bit and look forward to when it might return to quick draft or where ever

H:legacy reloads speed weapons W: Leader offers

ragebaited by target

Celiac here, I just need to rant. I’ve checked every day since the drop and they won’t even ship the cheezits to me. I’m in college so target can be out of my grocery budget and I don’t come here because of it. I came solely to the store bc the app said it was here even though it said low stock. I had an employee type it in to check the back and it didn’t even show up for him. I’m just...

Rejected despite multiple years in retail.

All I needed was an hour free a week to attend my therapy session 🙄🙄🙄

[Framework] I had some circular imports, so I built a lightweight Registry. Now things are cool..

Yeah.. Circular imports in Python can be annoying. Instead of wrestling with issues, I spent the last.. about two to three weeks building **EZModuleManager**. It's highly inspired by a system I built for managing complex factory registrations in Unreal Engine 5. It's a lightweight framework to completely decouple components and manage dependencies via a simple registry. I can't stress how simple ...

btc

📉 $BTC is in a tight range, which Michael Soloway says is "storing energy." If support holds, the next move is likely up toward $100,000. ⚠ Warning: $100K is a psychological wall and likely a heavy selling zone. $ETH is also interesting. It bounced off key support and targets $3,600–$3,700. However, Soloway warns that resistance is strong, so ETH needs real momentum to keep clim