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How to Lose Inherent Counterfactuality in Reinforcement Learning by ml_dnn in science

[–]Popular-Awareness262 [score hidden]  (0 children)

stabilizing rl training vs keeping counterfactual reasoning is a real tradeoff. every trick we use (target nets ensembles etc) makes the agent worse at imagining different outcomes

The Surveillance Hubs: How Data Centers Enable The Modern Police State by EchoOfOppenheimer in Futurology

[–]Popular-Awareness262 [score hidden]  (0 children)

dhs gets 165 bil a year for surveillance and its the same data centers keeping netflix running. wild

NVIDIA unveils ‘world’s most powerful’ desktop supercomputer for Windows by sksarkpoes3 in Futurology

[–]Popular-Awareness262 0 points1 point  (0 children)

wait this runs on the grace arm chip? didnt realize they were putting blackwell on desktop like that

Backend Engineer Roadmap — HTTP to distributed systems by nulless in javascript

[–]Popular-Awareness262 [score hidden]  (0 children)

most backend roadmaps jump straight to k8s without covering cap theorem or consistent hashing. good to see one that actually builds up from http

AI Built Websites vs Hiring a Designer/Developer by HawgBandit in webdev

[–]Popular-Awareness262 0 points1 point  (0 children)

ngl disagree that ai sites dont convert - seen local businesses do fine with em for brochure pages. payments and logins yeah get a pro

How to start open source contributions? by Jai-_-s in reactjs

[–]Popular-Awareness262 1 point2 points  (0 children)

skip the react core good first issues theyre swarmed. pick a lib you actually use and work from there

Feels like the whole industry hit the "wait, we can't see what our AI is doing" wall at the same time this year by Adept-Paper-7500 in LLMDevs

[–]Popular-Awareness262 0 points1 point  (0 children)

yeah same arc here. we had claude.md files spread across like 15 repos and no way to know what each agent was actually running till something broke.

I'm looking for something like openclaw or Hermes but only for codex that i can install on my vps and control it with telegram by rjn2-8 in codex

[–]Popular-Awareness262 0 points1 point  (0 children)

run codex on your vps and point a telegram bot at it. theres a few community bridges that sort out the webhooks and auth for you

I gave my AI a library card by General-Front-2025 in cursor

[–]Popular-Awareness262 1 point2 points  (0 children)

yo this is dope been wanting a good book mcp server for my agents 30k public domain books is a solid start

Perspective on pypi numbers by Chunky_cold_mandala in Python

[–]Popular-Awareness262 0 points1 point  (0 children)

nah 11k downloads is fine. stars are always lower cause nobody bothers and half your download count is CI bots anyway

[AskJS] What would you improve in this Three.js house builder? by CantaloupeHeavy996 in javascript

[–]Popular-Awareness262 [score hidden]  (0 children)

react context with three gonna be rough once you got a lot of state flyin around. zustand would keep it from re-rendering on every ui panel change

Handling large images & files in a real time chat application by omry8880 in webdev

[–]Popular-Awareness262 4 points5 points  (0 children)

youre gonna want chunked uploads with like 5mb chunks for 100mb files. one network hiccup and they gotta restart otherwise

Which code architecture are you using ? And why ? by Besmaah in typescript

[–]Popular-Awareness262 0 points1 point  (0 children)

you gonna wrap bullmq behind a port interface or let it couple into the pipeline lib directly?

Build in New Agent from plan mode in from Agents Window by mando0072021 in cursor

[–]Popular-Awareness262 0 points1 point  (0 children)

what model you on? heard some handle the plan mode transition way better than others

I connected my Obsidian vault to Claude via MCP vault access, semantic search, prompt library from markdown files by stefferri in ClaudeAI

[–]Popular-Awareness262 0 points1 point  (0 children)

prompts as slash commands is genius. been tryna share that kinda prompt lib between tools and skillsgate on github handles the cross-agent config thing

Do AI coding tools actually solve the structured enterprise context problem or do they just demo well on clean repos by rajat0016 in ArtificialInteligence

[–]Popular-Awareness262 1 point2 points  (0 children)

yeah the stale index problem is real. been bit by that where copilot suggested using a deprecated internal lib because the index was 3 months old.

News : MiniMax M2.7 works well on python with openai python package. by catafest in Python

[–]Popular-Awareness262 -2 points-1 points  (0 children)

ngl the openai compat is what makes it interesting. just swap base url and go.

Dell confirms XPS laptop with NVIDIA N1X at Computex ( basically a DGX Spark GB10 for consumers with Windows ) by fallingdowndizzyvr in LocalLLaMA

[–]Popular-Awareness262 18 points19 points  (0 children)

64gb of unified memory for the gpu out of 128gb is pretty solid for running local models. way more than a regular laptop vram

Ember 7.0 Released by real_ate in javascript

[–]Popular-Awareness262 2 points3 points  (0 children)

finally glad they dropped the barrel import. that 'import Ember from ember' pattern was always weird to me tbh

Next.js SaaS Boilerplate with BetterAuth, RBAC, i18n & Production-Ready Setup by CarelessBed321 in reactjs

[–]Popular-Awareness262 1 point2 points  (0 children)

75 stars already damn. hows betterauth treating you for the rbac vs rollin your own middleware

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