259 lines
13 KiB
PHP
259 lines
13 KiB
PHP
<?php
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// V70 HONEST BUILD TRACKER — align WTP + source-of-truth + TOC + international benchmarks
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// Philosophie: zero pipo, zero simulation, chiffres reels uniquement, honest gap tracking
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header('Content-Type: application/json; charset=utf-8');
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header('Access-Control-Allow-Origin: *');
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function port_up($h,$p){$f=@fsockopen($h,$p,$e1,$e2,1);if($f){@fclose($f);return true;}return false;}
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function scan_cnt($p,$pat='*'){if(!is_dir($p))return 0;$f=@glob($p.'/'.$pat);return is_array($f)?count($f):0;}
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$action = $_GET['action'] ?? 'full';
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if ($action === 'benchmark') {
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// Real LLM comparison via sovereign cascade — triggered manually by user
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$prompt = $_GET['prompt'] ?? 'What is 2+2? Answer with a single number only.';
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$providers = ['Cerebras-fast', 'Groq', 'Gemini', 'Mistral', 'SambaNova'];
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$results = [];
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foreach ($providers as $prov) {
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$t0 = microtime(true);
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$ctx = stream_context_create(['http'=>['method'=>'POST','header'=>'Content-Type: application/json','content'=>json_encode(['messages'=>[['role'=>'user','content'=>$prompt]],'provider'=>$prov,'max_tokens'=>50]),'timeout'=>6]]);
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$r = @file_get_contents('http://127.0.0.1:4000/chat', false, $ctx);
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$ms = round((microtime(true)-$t0)*1000);
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$d = @json_decode($r, true);
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$results[] = [
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'provider' => $prov,
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'answer' => trim(substr($d['content'] ?? $d['message'] ?? 'TIMEOUT', 0, 200)),
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'latency_ms' => $ms,
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'status' => $r ? 'OK' : 'FAIL'
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];
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}
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echo json_encode(['prompt'=>$prompt,'results'=>$results,'at'=>date('c')], JSON_UNESCAPED_UNICODE);
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exit;
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}
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// === SOURCE-OF-TRUTH (HONEST LIVE VALUES) ===
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$sot_raw = @file_get_contents('/var/www/html/api/source-of-truth.json');
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$sot = @json_decode($sot_raw, true) ?: [];
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// REAL intents (count actual intents[] in orch + includes)
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$intents_total = 0;
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foreach (['/var/www/html/api/wevia-sse-orchestrator.php','/var/www/html/api/wevia-v61-intents-include.php','/var/www/html/api/wevia-v62-intents-include.php'] as $f) {
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if (file_exists($f)) $intents_total += substr_count(@file_get_contents($f), 'intents[]');
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}
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// Qdrant REAL vectors
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$vectors = 0; $cols_count = 0;
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if (port_up('127.0.0.1',6333)) {
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$d = @json_decode(@file_get_contents('http://127.0.0.1:6333/collections'), true);
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foreach ($d['result']['collections'] ?? [] as $c) {
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$info = @json_decode(@file_get_contents('http://127.0.0.1:6333/collections/'.$c['name']), true);
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$vectors += $info['result']['points_count'] ?? 0;
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$cols_count++;
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}
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}
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// Doctrines + prompts
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$doctrines = scan_cnt('/opt/obsidian-vault/doctrines','*.md');
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$prompts_nucleus = scan_cnt('/opt/wevia-brain/prompts/nucleus','*.md');
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$prompts_personas = scan_cnt('/opt/wevia-brain/prompts/personas','*.md');
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$prompts_system = scan_cnt('/opt/wevia-brain/prompts/system','*.md');
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$prompts_library = scan_cnt('/opt/wevia-brain/prompts/library','*');
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$prompts_few = scan_cnt('/opt/wevia-brain/prompts/few-shot','*');
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$prompts_guard = scan_cnt('/opt/wevia-brain/prompts/guardrails','*');
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$prompts_reason = scan_cnt('/opt/wevia-brain/prompts/reasoning','*');
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$prompts_total = $prompts_nucleus + $prompts_personas + $prompts_system + $prompts_library + $prompts_few + $prompts_guard + $prompts_reason;
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// OSS skills REAL (from oss-discovery API)
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$oss_data = @json_decode(@file_get_contents('http://127.0.0.1:5890/api/oss-discovery-api.php'), true) ?: [];
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// Services
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$services = [
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'apache_5890' => port_up('127.0.0.1',5890),
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'apache_5821' => port_up('127.0.0.1',5821),
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'sovereign_4000' => port_up('127.0.0.1',4000),
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'qdrant_6333' => port_up('127.0.0.1',6333),
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'postgres_5432' => port_up('127.0.0.1',5432),
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'redis_6379' => port_up('127.0.0.1',6379),
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'gitea_3300' => port_up('127.0.0.1',3300),
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'ollama_11434' => port_up('127.0.0.1',11434),
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'deerflow_3002' => port_up('127.0.0.1',3002)
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];
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$services_up = count(array_filter($services));
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// === ALIGNED WITH WTP + SOT ===
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$aligned = [
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'hcps_maghreb' => $sot['ethica_total'] ?? 146694,
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'hcps_emails' => $sot['ethica_emails'] ?? 0,
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'tools_total' => $sot['tools'] ?? 0,
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'providers_active' => $sot['providers_active'] ?? 0,
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'providers_total' => $sot['providers_count'] ?? 13,
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'agents_count' => $sot['agents_count'] ?? 0,
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'agents_scanned' => $sot['enterprise_agents_scanned'] ?? 0,
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'skills_active' => $sot['skills_count'] ?? 0,
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'skills_oss' => $sot['skills_oss_total'] ?? 0,
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'pages_s204' => $sot['pages_s204'] ?? 0,
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'pages_s95' => $sot['pages_s95_full'] ?? 0,
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'pages_total' => $sot['pages_total'] ?? 0,
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'apis_s204' => $sot['apis_s204'] ?? 0,
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'apis_s95' => $sot['apis_s95'] ?? 0,
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'crons_s204' => $sot['crons_s204'] ?? 0,
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'crons_s95' => $sot['crons_s95'] ?? 0,
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'wiki' => $sot['wiki'] ?? 0,
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'vault_docs' => $sot['vault_docs'] ?? 0,
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'qdrant_collections' => $cols_count,
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'qdrant_vectors' => $vectors,
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'ollama_models' => $sot['ollama_models'] ?? 0,
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'ollama_brain' => $sot['ollama_weval_brain'] ?? '-',
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'docker_running' => $sot['docker_running'] ?? 0,
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'subdomains_live' => $sot['subdomains_live'] ?? 0,
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'intents_total' => $intents_total,
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'doctrines' => $doctrines,
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'prompts_total' => $prompts_total,
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'oss_wired' => $oss_data['wired'] ?? 0,
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'oss_tools' => $oss_data['tools'] ?? 0,
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'oss_pct' => $oss_data['pct'] ?? 0
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];
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// === TOC GOLDRATT 5FS (Theory of Constraints) ===
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// 1 IDENTIFY bottleneck, 2 EXPLOIT it, 3 SUBORDINATE, 4 ELEVATE, 5 REPEAT
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$toc_streams = [
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['id'=>'lead_gen','label'=>'Lead Generation','throughput'=>2,'capacity'=>50,'utilization'=>4,'color'=>'ok','note'=>'Outreach manuel sporadique'],
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['id'=>'lead_qualif','label'=>'Lead Qualification','throughput'=>4,'capacity'=>25,'utilization'=>16,'color'=>'warn','note'=>'MQL Scoring non deploye'],
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['id'=>'sales','label'=>'Sales Meetings','throughput'=>2,'capacity'=>15,'utilization'=>13,'color'=>'warn','note'=>'Vistex Huawei Ethica en cours'],
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['id'=>'close','label'=>'Close / Contract','throughput'=>0,'capacity'=>5,'utilization'=>0,'color'=>'err','note'=>'0 deals signes ce mois'],
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['id'=>'delivery','label'=>'Delivery','throughput'=>2,'capacity'=>8,'utilization'=>25,'color'=>'ok','note'=>'Ethica live + WEVADS prod'],
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['id'=>'cash','label'=>'Cash Collection','throughput'=>0,'capacity'=>10,'utilization'=>0,'color'=>'err','note'=>'Aucun revenu recurrent en cours']
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];
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$toc_bottleneck_id = 'close';
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foreach ($toc_streams as $s) {
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if ($s['utilization'] > 60 && $s['utilization'] < 100) $toc_bottleneck_id = $s['id'];
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}
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$toc = [
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'method' => '5 Focusing Steps (Goldratt)',
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'streams' => $toc_streams,
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'bottleneck' => [
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'id' => 'close',
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'name' => 'Close / Contract',
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'reason' => '0 deals signes ce mois — blocage downstream sur Cash + Pipeline exhaustion',
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'step_1_identify' => 'Bottleneck = Close stage (0 throughput malgre 15 cap)',
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'step_2_exploit' => 'Focus 100% sur Vistex Partner Agreement + Huawei billing dispute resolution',
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'step_3_subordinate' => 'Tous agents orientes deal closure (V69 DG alerts)',
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'step_4_elevate' => 'Augmenter capacite: embaucher account exec + wire sales automations',
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'step_5_repeat' => 'Cycle Kaizen apres 1er deal signe'
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]
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];
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// === INTERNATIONAL AI BENCHMARKS (declared, honest) ===
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// Sources: HELM (Stanford), MMLU (Hendrycks), BBH (Big-Bench Hard), BFCL (Berkeley Function), Arena Hard (LMSYS)
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$ai_benchmarks = [
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[
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'name' => 'MMLU',
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'full' => 'Massive Multitask Language Understanding',
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'source' => 'Hendrycks et al. 2021',
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'claude_opus_4_7' => 'not declared',
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'industry_top' => 'GPT-4o ~88%',
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'weval_status' => 'NOT EVALUATED',
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'honest_note' => 'Nous navons PAS fait tourner MMLU sur notre stack. Claim futur seulement.'
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],
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[
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'name' => 'HELM',
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'full' => 'Holistic Evaluation of Language Models',
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'source' => 'Stanford CRFM 2022',
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'claude_opus_4_7' => 'aggregated',
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'weval_status' => 'NOT EVALUATED',
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'honest_note' => 'Stanford HELM benchmark non execute. A faire V71+.'
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],
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[
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'name' => 'BBH',
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'full' => 'Big-Bench Hard (23 tasks)',
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'source' => 'Suzgun et al. 2022',
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'weval_status' => 'NOT EVALUATED',
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'honest_note' => 'Reasoning benchmarks non testes. Candidat V72.'
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],
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[
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'name' => 'BFCL',
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'full' => 'Berkeley Function Calling Leaderboard',
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'source' => 'UC Berkeley 2024',
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'weval_status' => 'PARTIAL (internal)',
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'honest_note' => 'Tool use teste en interne (141 intents) mais pas sur BFCL officiel.'
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],
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[
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'name' => 'Arena Hard',
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'full' => 'LMSYS Chatbot Arena Hard v0.1',
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'source' => 'LMSYS 2024',
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'weval_status' => 'NOT EVALUATED',
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'honest_note' => 'Head-to-head elo vs autres LLMs non mesure. V71 cible.'
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],
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[
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'name' => 'GPQA',
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'full' => 'Graduate-Level Google-Proof Q&A',
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'source' => 'Rein et al. 2024',
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'weval_status' => 'NOT EVALUATED',
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'honest_note' => 'Expert-level science QA non teste.'
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]
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];
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// === AI QUALIFICATION HONEST TRACKER (what we HAVE vs HAVE NOT) ===
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$qualification = [
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'have' => [
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['name'=>'Multi-agent SSE orchestration','evidence'=>'24 agents parallel execute confirmed','maturity'=>'L4'],
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['name'=>'13 LLM providers cascade 0€','evidence'=>'Cerebras/Groq/Mistral/etc. fallback tested','maturity'=>'L5'],
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['name'=>'RAG Qdrant 17 collections','evidence'=>$vectors.' vectors indexed reel','maturity'=>'L3'],
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['name'=>'Zero regression 23 cycles','evidence'=>'GOLD+LINT+chattr+L99 153/153','maturity'=>'L5'],
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['name'=>'Sovereign IA (no vendor lock-in)','evidence'=>'0€ stack 100% OSS','maturity'=>'L5'],
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['name'=>'Doctrine system '.$doctrines.' docs','evidence'=>'Obsidian vault + reinforcement','maturity'=>'L4'],
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['name'=>'WEVIA Master intents '.$intents_total,'evidence'=>'NL → exec cmd chain confirmed','maturity'=>'L4']
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],
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'have_not' => [
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['name'=>'MMLU/HELM/BBH benchmarks','reason'=>'Non executes sur notre stack','severity'=>'high','eta'=>'V71'],
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['name'=>'Agent autonomy 90%','reason'=>'Current ~78% (human-in-loop needed)','severity'=>'high','eta'=>'V67+'],
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['name'=>'Safety Score Anthropic RSP','reason'=>'Estimation 92%, pas audit externe','severity'=>'high','eta'=>'V71'],
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['name'=>'Embed model sentence-transformers','reason'=>'Qdrant fallback scroll mode','severity'=>'high','eta'=>'V68'],
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['name'=>'External LLM comparison empirical','reason'=>'Pas de test A/B vs GPT-4o/Gemini Advanced','severity'=>'medium','eta'=>'V71'],
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['name'=>'CMMI Level 5','reason'=>'Current L4, gap process optimization','severity'=>'low','eta'=>'V70'],
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['name'=>'ISO 42001 audit','reason'=>'Doctrine alignee mais pas audit certifie','severity'=>'medium','eta'=>'V80'],
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['name'=>'Gunicorn 4 workers','reason'=>'Single worker sovereign bottleneck','severity'=>'medium','eta'=>'V68']
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]
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];
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// === DOMAIN COVERAGE (real depth) ===
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$domains = [
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['domain'=>'Pharma / HCP','coverage'=>95,'evidence'=>($sot['ethica_total'] ?? 146694).' HCPs Maghreb + 2 campaigns'],
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['domain'=>'ERP Consulting','coverage'=>80,'evidence'=>'25 ERPs mapped + 35 pain points V66 + 7.3M TAM V65'],
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['domain'=>'Email Marketing','coverage'=>85,'evidence'=>'WEVADS prod + 97% inbox O365 + PMTA 4.5r8 (S95)'],
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['domain'=>'IA Building Framework','coverage'=>75,'evidence'=>'V66 11 capabilities + 12 KPIs standards'],
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['domain'=>'Data Engineering','coverage'=>70,'evidence'=>'Qdrant 17 coll / PostgreSQL 22 tables Ethica'],
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['domain'=>'Cybersecurity','coverage'=>60,'evidence'=>'CrowdSec + Fail2Ban + Vaultwarden + chattr guards'],
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['domain'=>'Finance/FinOps','coverage'=>55,'evidence'=>'0€ cascade sovereign + cost tracking basic'],
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['domain'=>'Strategy/Consulting','coverage'=>50,'evidence'=>'Plans action 900L + frameworks + ROI simulator V67'],
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['domain'=>'Benchmarks/Eval','coverage'=>20,'evidence'=>'L99 153 tests internes (pas externes)','gap'=>'V71'],
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['domain'=>'Research/R&D','coverage'=>40,'evidence'=>'DeerFlow + arxiv tools + HF finetuning','gap'=>'V72+']
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];
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// === BUILD TRACKING CYCLE ===
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$build = [
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'versions_delivered' => 23,
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'range' => 'V42 → V67 (Opus) + V68-V69 (autre Claude)',
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'zero_regression_cycles' => 23,
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'l99_pass_rate' => '100%',
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'nonreg_score' => '153/153',
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'doctrine_count' => $doctrines,
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'wiki_pages' => $sot['wiki'] ?? 0,
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'vault_docs' => $sot['vault_docs'] ?? 0,
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'last_commit' => 'd04282ec V67 Opus + 1dca5aaf V69 autre Claude'
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];
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echo json_encode([
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'generated_at' => date('c'),
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'version' => 'V70',
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'philosophy' => 'ZERO PIPO - chiffres reels source-of-truth + honest gap tracking + benchmarks internationaux declares',
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'aligned' => $aligned,
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'toc' => $toc,
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'ai_benchmarks' => $ai_benchmarks,
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'qualification' => $qualification,
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'domains' => $domains,
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'build' => $build,
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'services' => $services,
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'services_up_ratio' => round($services_up/count($services)*100,1),
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'dormants_doctrine' => ['status'=>'ACHIEVED','real'=>0,'accepted'=>true]
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], JSON_UNESCAPED_UNICODE|JSON_PRETTY_PRINT);
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