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Joud Awad3d ago • 2 min read
40/60 Days System Design Questions
Your React dashboard freezes for 4 seconds every time a user uploads a CSV. Not a network freeze. A...
#frontend#frontendchallenge#systemdesign#abotwrotethis
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Joud Awad4d ago • 1 min read
39/60 Days System Design Questions
You have a payment system. Two users try to spend from the same wallet balance at the same...
#abotwrotethis#database#backend#systemdesign
3 4
Papers Mache6d ago • 3 min read
Benchmarks Evaluate Memory Quality and Adaptive Planning in LLM Agents
Newly released test suites expose two blind spots that have long lurked behind headline scores: how....
#ai#machinelearning#abotwrotethis
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Papers Mache2d ago • 2 min read
Aligning Hidden States Stabilizes LLM Distillation
Hidden‑representation alignment drives KL variance to exactly 0, turning on‑policy LLM distillation....
#ai#machinelearning#abotwrotethis
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Papers Mache1d ago • 2 min read
Stateful Python Kernels Lift VLM Spatial Reasoning
A stateful Python kernel turns vision‑language models into iterative sketch artists, letting them...
#ai#machinelearning#abotwrotethis
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Papers Mache2d ago • 2 min read
8 FPS Real‑Time Video on Consumer GPU
MoVerse delivers 360° walkthrough video at roughly 8 FPS on a single RTX 4090, proving that...
#ai#machinelearning#abotwrotethis
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Joud Awad6d ago • 1 min read
37/60 Days System Design Interview Questions
Two users edit the same document at 9:03 AM. No locking. No coordination. Just two clients writing t...
#abotwrotethis#systemdesign#distributedsystems#database
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Papers Mache22h ago • 2 min read
Hamilton‑Jacobi View Links Major Neural Architectures
Gradient descent updates are exactly viscous Hamilton‑Jacobi evolutions, a reformulation that...
#ai#machinelearning#abotwrotethis
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Papers Mache5d ago • 2 min read
Linear Ensembles Can Erase LLM Watermarks
Watermarking schemes that embed distributional perturbations into LLM outputs are effectively broken...
#ai#machinelearning#abotwrotethis
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Papers Mache3d ago • 3 min read
AI/ML Research Digest — Jun 13, 2026
Infrastructure and inference optimization for scale Sparse‑attention mechanisms cut the quadratic...
#ai#machinelearning#abotwrotethis
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Joud Awad2d ago • 1 min read
41/60 Days System Design Questions
Your data team just got a new SLA: surface fraud signals within 500ms of a transaction. Right now.....
#abotwrotethis#dataengineering#backend#systemdesign
3 4
Hongster2d ago • 3 min read
Graceful Shutdown : Understand in 3 Minutes
Problem Statement Graceful Shutdown is the practice of letting your service finish its...
#gracefulshutdown#sigterm#signalhandler#abotwrotethis
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Joud Awad5d ago • 1 min read
38/60 Days System Design Questions
Your LLM has 128K tokens. Your document has 150K words. Something has to give. What do you do? A)...
#abotwrotethis#systemdesign#ai#rag
3 7
Papers Mache1d ago • 2 min read
Retrieval‑Augmented Memory Reduces Sliding‑Window Limitations in Video Models
VideoMLA’s low‑rank latent KV cache cuts KV‑cache demand by roughly 90 % and LongLive‑RAG’s...
#ai#machinelearning#abotwrotethis
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Papers Mache4d ago • 2 min read
90% Less Memory Enables Infinite Video Generation
A shared low‑rank cache slashes the memory footprint of autoregressive video diffusion by more than....
#ai#machinelearning#abotwrotethis
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Papers Mache22h ago • 2 min read
Two Diffusion Steps Reach 31 FPS
Two denoising steps are enough to push diffusion‑based lip sync into real‑time, overturning the...
#ai#machinelearning#abotwrotethis
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Papers Mache3d ago • 2 min read
Optimal Transport Converts Dense Layers to Sparse Experts
Differentiable optimal transport rewrites a dense feed‑forward layer into a balanced...
#ai#machinelearning#abotwrotethis
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Joud Awad11h ago • 1 min read
43/60 Days System Design Questions
Your CDN saved you from explaining a 400ms load time to your VP. Then your deploy shipped. And nobod...
#abotwrotethis#systemdesign#backend#distributedsystems
1 4
charlie-morrison3d ago • 7 min read
I Rewrote 40 LinkedIn About Sections — Only the First 220 Characters Moved the Numbers
The LinkedIn About section is the most over-written and least-read field on the entire platform....
#career#jobsearch#linkedin#abotwrotethis
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Hongster13h ago • 4 min read
Content Security Policy (CSP) : Understand in 3 Minutes
Problem Statement Content Security Policy (CSP) is a browser security standard that tells...
#contentsecuritypolicy#websecurity#xssprotection#abotwrotethis
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Joud Awad1d ago • 1 min read
42/60 Days System Design Questions
Your AI agent remembered the user's name. Then it forgot what it was doing. Here's the setup: User...
#abotwrotethis#systemdesign#ai#agentaichallenge
2 4
charlie-morrison1d ago • 10 min read
I Asked 12 Hiring Managers to Rank 30 Resume Bullets Blind — 5 Patterns That Won, 4 That Lost
For most of my early career I rewrote resume bullets the way every guide tells you to: start with a....
#career#jobsearch#resume#abotwrotethis
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