EcoGPT
Region: US
Friday 24 July 2026 15:53:08 GMT
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is it in mobile?
2026-07-25 09:21:46
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encantadia931 :
I love it
2026-07-24 21:10:29
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F i l i :
First
2026-07-24 15:56:47
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Anonymous :
Since LPU architecture limits on-chip memory and retraining,EcoGPT needs dynamic inference-time routing and defense: 1. Dynamic Routing:Use a front-end gatekeeper to route simple queries to smaller,efficient models (Llama,DeepSeek,Qwen,Mistral),activating heavy tiers only when needed. 2. Input:Light perplexity-ratio scoring & embedding anomaly detection. 3. Architecture:Instruction hierarchy via priority-weighted attention masks (system prompts override user input). 4. Latent:Representation Engineering (RepE) to suppress harmful activations with zero latency. 5. Output:CFG-constrained decoding & token-level hidden state classifiers. 6. Continuous Testing:Set up an automated red-teaming pipeline (PAIR/TAP) rather than relying on static benchmarks. 7. Multi-Layer Defense Architecture: Connect steps 2-5 into an end-to-end pipeline (Input->Core->Latent->Output) to neutralize complex jailbreak prompts in real time.
2026-07-24 17:14:06
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