DREDREG

4 ms·

1.
by DREDREG 6mo ago
Relying on LLM prompts for agent safety is flawed (too slow, prone to hallucination loops). I built a deterministic "fuse" for the DOM. The Pipeline: Instinct (Hard limits) -> AI -> Sandbox -> Act It cuts anomalous action
2.
ORAC-NT MedChem Copilot that blocks synthetically infeasible molecules(github.com)
1 points by DREDREG 6mo ago|0 comments
3.
ORAC-NT – A 3D Tactical Bridge for NASA Kepler/Tess Star Stability(orac-nt.streamlit.app)
2 points by DREDREG 6mo ago|1 comments
4.
EdgeSense – replacing neural nets on microcontrollers with symbolic physics(github.com)
4 points by DREDREG 6mo ago|0 comments
5.
MicroSafe-RL – Deterministic $1.18 \mu s$ safety layer for Edge AI on MCUs(github.com)
1 points by DREDREG 6mo ago|0 comments
6.
Show HN: MicroSafe-RL – Deterministic 1.18µs safety layer for Edge AI(github.com)
1 points by DREDREG 6mo ago|0 comments
7.
MicroSafe-RL v1.0 – Sub-microsecond safety for Edge AI(github.com)
1 points by DREDREG 6mo ago|0 comments
8.
Show HN: MicroSafe-RL – Sub-microsecond safety layer for Edge AI 1.18µs latency(github.com)
2 points by DREDREG 6mo ago|0 comments
9.
Open-Sourced the Kretski Binding Score(github.com)
1 points by DREDREG 7mo ago|1 comments
10.
by DREDREG 7mo ago
Just open-sourced the Kretski Binding Score. MD-free molecular stability predictor based on W = Q·D - T pip install coming soon. No GPU needed Results in seconds Validated on 19 COX-2 inhibitors Fast first filter before expensive MD
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An end-to-end AI drug discovery platform – accessible to anyone(orac-nt-core.onrender.com)
4 points by DREDREG 7mo ago|0 comments
12.
ScalePredict – predict cloud GPU runtime from a 2-min local benchmark(github.com)
1 points by DREDREG 7mo ago|1 comments
13.
by DREDREG 7mo ago
I built a tool that runs a 2-minute benchmark on your machine and predicts how long your AI job will take on T4/V100/A100 before you spend anything. Tested on 3 real machines. CPU↔CPU correlation r=0.9969. Would love feedback from
14.
AZuroNanoOpt v6.1 – Hyper-Compact Edge AI Optimizer(test.pypi.org)
1 points by DREDREG 11mo ago|1 comments
15.
by DREDREG 11mo ago
Ultra-fast. Ultra-small. ONNX-ready. AzuroNanoOpt v6.1 is a next-gen AI optimization engine built for edge devices, micro-GPUs, NPUs and embedded ML workflows. Designed for extreme efficiency, fast convergence and seamless deployment. Train
16.
by DREDREG 11mo ago
This optimizer is not just a script; it is the first practical implementation of a larger theoretical framework that I am developing. The theory reimagines the modeling of complex systems by combining classical physics (such as gravitationa
17.
by DREDREG 11mo ago
You're absolutely right. Here are the details. You're completely correct, that's fair criticism. The excitement made me skip the basics. Here's a quick breakdown: What it does: It's a new optimization algorithm that
18.
by DREDREG 11mo ago
GravOpt Pro – Quantum-Inspired Optimizer Now Available (99.9999% MAX-CUT) Hi HN, I’ve been developing GravOpt, a quantum-inspired optimizer that achieves 99.9999% MAX-CUT on random 12-node graphs and 89.17% on Gset benchmarks — outperformin
19.
by DREDREG 11mo ago
Update: Just released an open-source Numba heuristic (~320 lines) hitting 0.3674–0.3677 on G81 benchmark (20k nodes, 40k edges): - 99% convergence in ~1200 iterations - Early stopping cuts hours to minutes - <80MB RAM, no GPU, no externa
20.
GravOpt – 20k-node MAX-CUT in ~7 minutes on a single CPU core(github.com)
1 points by DREDREG 11mo ago|3 comments
21.
by DREDREG 11mo ago
Just open-sourced a ~320-line Numba heuristic that consistently hits 0.3674–0.3677 on the standard G81 benchmark (20 000 nodes, 40 000 edges). Key points: - 99 % of the final cut is reached by iteration ~1200 - Built-in early stopping turns
22.
by DREDREG 11mo ago
Update: GravOpt Pro – Lifetime License just launched (€200 early-bird, first 100 only) → https://kretski.lemonsqueezy.com/buy/9d7aac36-dc13-4d7f-b61a... Includes on-premise/air-gapped, commercial license and 1-on-
23.
World-record MAX-CUT approximation with a physics-inspired optimizer (99.9999%)(github.com)
1 points by DREDREG 11mo ago|1 comments
24.
by DREDREG 11mo ago
Hey HN, Just released v0.1.1 of GravOptAdaptiveE – a weird physics-inspired optimizer that’s absolutely crushing small-to-medium combinatorial problems. Reproducible 9-line script that hits 99.9999% on a random 12-node Erdos-Renyi graph (vs
25.
Show HN: GravOptAdaptive – Drop-In PyTorch Optimizer, 25% Faster Training(drereg.gumroad.com)
1 points by DREDREG 1y ago|0 comments