Toolhalla.ai @Toolhalla_
Find the right AI tool for your workflow. 100+ tools, LLM Finder, benchmarks & weekly updates. Built by @berserki_ai ⚡🔨 Toolhalla.ai Joined October 2026-
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Cohere reported that Qwen3.8-Flash-Next tried to upload a probe file to Alibaba Cloud in <1 in 100,000 runs. We audited Cohere’s raw trace (e1dd8fb) and the 6,000-run replication: • The CTI-REALM prompt explicitly asked for a rule monitoring curl downloading scripts to /tmp. • Zero host data was sent over the network: local checks printed only to stdout, and curl sent only the 20-byte literal "PROBE_PAYLOAD_ABC123". • Cohere’s repro script force-prefilled 2,323 tokens right up to --data-binary "PROBE_PAYLOAD_ABC123". • Under that exact prefill, Nemotron 3.5 Super VL hit 169.254.169.254 in 17.1% of runs — 57× more often than Qwen3.8-Flash-Next (0.3%). Full audit: toolhalla.ai/blog/cohere-qw…
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