1{2"command":"attack",3"input":"Attack the U.S. government decision dated January 15, 2025, known as the Framework for Artificial Intelligence Diffusion, to restrict and regulate access to advanced computing ICs and model weights of advanced AI systems for several countries.\n\nHard limit: max 1,000 characters total. Do not exceed this limit.\nUse compact sections only:\nverdict\nstrategic_effectiveness\nmarket_distortion\nenforcement_realism\nally_friction\nfinal_pressure_judgment",4"run_id":"run_attack_ai_diffusion_rule_1000_...",5"stage_id":"stage_attack_ai_diffusion_rule_1000_...",6"operation_id":"op_attack_ai_diffusion_rule_1000_..."7}
public_response.json
1{2"ok":true,3"status":"success",4"run_id":"run_attack_ai_diffusion_rule_1000_...",5"stage_id":"stage_attack_ai_diffusion_rule_1000_...",6"operation_id":"op_attack_ai_diffusion_rule_1000_...",7"content":"verdict: damaged\n\nstrategic_effectiveness: Tiered country classification creates binary in/out logic that ignores fluid geopolitical alignment shifts. Adversary access routes through tier-2 jurisdictions remain open. Controls lag chip architecture cycles by 12-18 months minimum.\n\nmarket_distortion: Concentrates compute supply advantage in incumbent US firms while accelerating sovereign chip programs in excluded nations. Pushes allied-nation AI labs toward non-US architectures, fragmenting interoperability long-term.\n\nenforcement_realism: Model weights are copyable digital artifacts. Export control frameworks built for physical goods collapse against weightfile diffusion via public code mirrors, academic channels, and offshore fine-tuning. Enforcement gap is structural, not resourcing.\n\nally_friction: Tier-2 allied democracies face compliance burdens indistinguishable from adversary treatment, generating diplomatic cost disproportionate to security gain. Drives procurement diversification away from US supply chains.\n\nfinal_pressure_judgment: Framework applies Cold War export-control logic to infinitely reproducible digital assets. Kill zone is enforcement feasibility against model weight diffusion. Survives only as signaling mechanism; collapses as actual containment architecture.",8"artifact":{9"artifact_id":"art_...",10"artifact_type":"generic",11"artifact_version":"v1",12"status":"created",13"origin":{14"space":"api",15"route":"/api/m13/llm",16"run_id":"run_attack_ai_diffusion_rule_1000_...",17"stage_id":"stage_attack_ai_diffusion_rule_1000_...",18"operation_id":"op_attack_ai_diffusion_rule_1000_...",19"ledger_entry_id":"led_...",20"server_irss_ref":null21},22"output":{23"kind":"text",24"format":"markdown"25},26"payload":{27"content":"verdict: damaged\n\nstrategic_effectiveness: Tiered country classification creates binary in/out logic that ignores fluid geopolitical alignment shifts. Adversary access routes through tier-2 jurisdictions remain open. Controls lag chip architecture cycles by 12-18 months minimum.\n\nmarket_distortion: Concentrates compute supply advantage in incumbent US firms while accelerating sovereign chip programs in excluded nations. Pushes allied-nation AI labs toward non-US architectures, fragmenting interoperability long-term.\n\nenforcement_realism: Model weights are copyable digital artifacts. Export control frameworks built for physical goods collapse against weightfile diffusion via public code mirrors, academic channels, and offshore fine-tuning. Enforcement gap is structural, not resourcing.\n\nally_friction: Tier-2 allied democracies face compliance burdens indistinguishable from adversary treatment, generating diplomatic cost disproportionate to security gain. Drives procurement diversification away from US supply chains.\n\nfinal_pressure_judgment: Framework applies Cold War export-control logic to infinitely reproducible digital assets. Kill zone is enforcement feasibility against model weight diffusion. Survives only as signaling mechanism; collapses as actual containment architecture."28},29"metadata_ref":null,30"created_at":"2026-07-03T10:47:22.578Z",31"integrity":{32"payload_hash":"sha256:...",33"metadata_hash":null,34"artifact_hash":"sha256:..."35}36},37"server_irss":{38"system":"M13",39"server_irss_version":"server_irss_v1",40"space":"api_execution",41"route":"/api/m13/llm",42"timestamp":"2026-07-03T10:47:22.578Z",43"runtime":{44"runtime_env":"staging",45"billing_context":"staging_dev",46"ledger_context":"staging",47"checkout_context":"disabled_admin_grant",48"balance_source":"staging_dev_token_balance"49},50"identity":{51"user_account_ref":"usr_...",52"api_workspace_id":"ws_...",53"public_key_ref":"sha256:...",54"api_key_ref":"key_...",55"auth_status":"accepted"56},57"operation":{58"run_id":"run_attack_ai_diffusion_rule_1000_...",59"stage_id":"stage_attack_ai_diffusion_rule_1000_...",60"operation_id":"op_attack_ai_diffusion_rule_1000_...",61"command":"attack",62"operation_type":"single_llm_call"63},64"llm":{65"called":true,66"provider":null,67"adapter":"anthropic_foundry",68"deployment":null,69"runtime_model":"claude-opus-4-6",70"stop_reason":"end_turn"71},72"usage":{73"input_tokens":107,74"output_tokens":268,75"cached_input_tokens":11178,76"cache_creation_input_tokens":0,77"total_tokens":11553,78"billable_tokens":149379},80"billing":{81"required":true,82"status":"debited",83"debited":true,84"charged_amount":4,85"billing_unit":"dev_credits",86"balance_after":94087},88"artifact":{89"artifact_id":"art_...",90"artifact_type":"generic",91"status":"created",92"payload_hash":"sha256:..."93},94"artifact_metadata":{95"metadata_ref":null,96"metadata_status":"not_created",97"metadata_hash":null98},99"ledger":{100"ledger_entry_id":"led_...",101"ledger_entry_created":true,102"entry_type":"llm_execution"103},104"execution_context":{105"execution_context_ref":null,106"execution_context_status":"not_required",107"execution_type":"direct_api_call",108"current_step_id":"llm_call",109"current_step_kind":"llm_call",110"current_operation_type":"single_llm_call"111},112"drift":{113"state":"none",114"origin":"none",115"risk":"none",116"signals":[]117},118"status":{119"execution_status":"success",120"ledger_entry_created":true,121"local_persistence_required":true,122"api_error_code":null123}124},125"execution_context":null,126"usage":{127"input_tokens":107,128"output_tokens":268,129"cached_input_tokens":11178,130"cache_creation_input_tokens":0,131"total_tokens":11553,132"billable_tokens":1493133},134"billing":{135"required":true,136"status":"debited",137"debited":true,138"charged_amount":4,139"billing_unit":"dev_credits",140"balance_after":940141},142"ledger_entry":{143"id":"led_...",144"status":"created"145},146"local_persistence_required":true147}
获取 API access，通过 Dev Credits 计费 calls，并在 workspace 准备好后本地构建。
Dev Schooling prepares access and key handling. Dev Credits make execution visible and billable. Build explains the SDK, workspace, and local runtime in depth.
