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Phase 8 — Making It Trustworthy: Hardening a FastAPI App with an Audit, a Test Net, and a Logging Bug I Typed Twice
Phase 7 gave the app a brain. Phase 8 was about making it trustworthy — the unglamorous gate between…
Your Keras model config can contain a marshalled Python code object
Most conversations about malicious ML artifacts stop at pickle. That's understandable — torch.load c…
I Rotated the Same 5 API Keys Twice. Then I Wrote a Hook So I'd Never Have To Again.
Three times now, a Claude Code session has read a file full of live credentials straight into its ow…
Securing Home Networks from IoT Device Vulnerabilities
Securing Home Networks from IoT Device Vulnerabilities The increasing number of Internet of Things…
ICDM 2026 Results Waiting Place [D]
The results should be out soon. Let’s share them, guys. From my batch (Applied Track) Total 13 submi…
Qwen 3.8 27b with DSH(DeepSeek Harness) is Amazing!! Experiences so far and perfomance.
https://preview.redd.it/wkg27e152qjh1.png?width=853&format=png&auto=webp&s=2e3f8b11ea6393041f501e95c…
Genie-style playable world model running 720p at 16 FPS on a single 5090 in 19GB VRAM
submitted by /u/juanviera23 [link] [comments]…
Single 3090 homies, whats your config for Qwen 3.8 ?
I sadly was not able to follow as much as I wanted the new advancements. Care to share your optimise…
Paper claims RL for reasoning only changes 1-3% of tokens, and they replicate the gains without RL at ~1000x less compute
submitted by /u/juanviera23 [link] [comments]…
Qwen3.8 27B reasoning effort low/medium/xhigh comparison
I did a short test of the different reasoning efforts, since on default xhigh the model thinks a lot…
vibeslop!! come getcher vibeslop here!! free vibeslop! (post your disposable vibecoded stuff here, for fun)
vibeslop /vībˈslŏp/ noun a vibecoded project or mini-project so disposable it deserves its own spec…
Revisiting the Efficient Channel Attention paper (2019, 12k citations) - the central hypothesis isn't quite right [D]
ECA was positioned as a successor to SE. The idea behind ECA is quite simple. Unlike SE which reduce…