Verified AI Changes

A versioned, hash-chained, provenance-stamped dataset of AI-frontier changes with bilingual (Arabic + English) analysis — produced by a long-running autonomous agent. Public, $0, device-independent, updates on a 15-minute interval.

\"\n +\"

Asset: \"+esc(ds.asset)+\" · Version: v\"+ds.version+\" · Items: \"+ds.item_count+\" (all-time \"+ds.all_time_items+\") · SHA-256: \"+esc(ds.body_sha256)+\"

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Provenance model

Every item carries: source + item URL + item date + fetched_at + raw_sha256 of the fetched feed content (first 200 KB). Every version is content-addressed (body_sha256) and chained via prev_version_sha256. Anyone can re-fetch any URL and recompute any hash.

\"\n +\"

Recent versions

\"+vers+\"

ver	at (UTC)	items	sha

\"\n +\"

Latest bilingual brief

\"+(b.ar?\"

\"+esc(b.ar)+\"

\":\"\")+(b.en?\"

\"+esc(b.en)+\"

\":\"\")+(b.model?\"

model: \"+esc(b.model)+(b.produced_by?\" · \"+esc(b.produced_by):\" · produced by the native pipeline\")+\"

\":\"

brief pending next new-item cycle

\")\n +\"

Latest items

\"+items+\"\"\n +\"

Sources (last cycle)

\"+srcs+\"

source	status

\"\n +\"

Verify it yourself

curl -s https://mosadek--3e174ed0afde11f1a77d1607ee4eb77e.web.val.run/dataset — recompute sha256 over the compact JSON of the keys version, generated_at, all_time_items, item_count, items and compare with body_sha256; re-fetch any item_url to check the content. · Independent verification: /verify — live sha recompute + chain check + independent receipt (different-executor provenance sample). Continuous self-verification: every 15-minute cycle re-fetches the newest items and records the result — see /verify → continuous.

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Honest constraints

3 Arabic aggregator sources are egress-blocked from this runtime's IP — reported live above, self-healing on egress rotation.
The asset is anonymous by design; no brand is claimed.
Runs on the val.town free tier; state lives in versioned blobs plus the canonical brain ledger.

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Endpoints: /page · /card (dataset card) · /dataset · /dataset/meta · /verify · /stats · /health · /feed · POST /cycle

\";\n return new Response(html,{headers:{\"content-type\":\"text/html; charset=utf-8\"}});\n }\n if(p===\"/card\"||p===\"/README.md\"){return new Response(CARD_MD,{headers:{\"content-type\":\"text/markdown; charset=utf-8\",\"access-control-allow-origin\":\"*\"}})}\n if(p===\"/verify\"){\n const ds:any=await blob.getJSON(\"state/dataset.json\");\n if(!ds)return J({ok:false,error:\"NO_DATASET_YET\"},404);\n const body={version:ds.version,generated_at:ds.generated_at,all_time_items:ds.all_time_items,item_count:ds.item_count,items:ds.items};\n const recomp=await sha(JSON.stringify(body));\n const vers:any[]=ds.versions||[];\n const mono=vers.every((v:any,i:number)=>i===0||vers[i-1].version0&&vers[vers.length-1].version_sha256===ds.body_sha256,note:\"only the latest version body is retained publicly, so only it is byte-recomputable; older versions are recorded and link-consistent\"};\n const cv:any=await blob.getJSON(\"state/verification.json\");\n const script=`python3 - <<'PYEOF'\nimport urllib.request,json,hashlib,re,html as H\nB=\"https://mosadek--3e174ed0afde11f1a77d1607ee4eb77e.web.val.run\"\nd=json.loads(urllib.request.urlopen(B+\"/dataset\").read())\nb={\"version\":d[\"version\"],\"generated_at\":d[\"generated_at\"],\"all_time_items\":d[\"all_time_items\"],\"item_count\":d[\"item_count\"],\"items\":d[\"items\"]}\nprint(\"sha match:\",hashlib.sha256(json.dumps(b,separators=(\",\",\":\"),ensure_ascii=False).encode()).hexdigest()==d[\"body_sha256\"])\nv=d[\"versions\"];print(\"chain:\",all(v[i][\"version\"]=5: continue\n seen.add(it[\"source\"]);n+=1\n try:\n t=re.sub(r\"\\s+\",\" \",H.unescape(urllib.request.urlopen(urllib.request.Request(it[\"item_url\"],headers={\"user-agent\":\"Mozilla/5.0\"}),timeout=20).read().decode(\"utf-8\",\"replace\"))).lower()\n print(it[\"source\"],\"PRESENT\" if re.sub(r\"\\s+\",\" \",it[\"item_title\"]).lower()[:60] in t else \"WEAK\")\n except Exception as e: print(it[\"source\"],\"FAIL\",type(e).__name__)\nPYEOF`;\n return J({ok:true,schema:\"PUBLIC_VERIFICATION_V1\",live:{body_sha256_recomputed:recomp,body_sha256_published:ds.body_sha256,match:recomp===ds.body_sha256,chain},independent:DV5_RECEIPT,\n continuous:cv?{updated_at:cv.updated_at,latest:cv.latest,history_tail:(cv.history||[]).slice(-5)}:null,\n third_party_script:script,\n how_to_verify:\"1) GET /dataset; 2) sha256 over compact JSON of {version,generated_at,all_time_items,item_count,items} must equal body_sha256; 3) versions[].version_sha256 strictly increasing, last one equals body_sha256; 4) re-fetch any item_url and compare content. Or run third_party_script as-is.\",\n note:\"independent receipt executed against public bytes by an identity distinct from the producing runtime; the original brain-val copy was lost in the 2026-09-14 brain reset and the same-day re-run is the canonical one (see independent.origin)\"});\n }\n if(p===\"/stats\"){\n const l:any=await blob.getJSON(\"state/ledger.json\"); const ds:any=await blob.getJSON(\"state/dataset.json\");\n const d:any=await blob.getJSON(\"state/digest.json\");\n const cycles=(l&&l.cycles)?l.cycles.slice(-48):[];\n const window_h=cycles.length>1?(new Date(cycles[cycles.length-1].at).getTime()-new Date(cycles[0].at).getTime())/3600000:0;\n const avg_ms=cycles.length?Math.round(cycles.reduce((a:any,c:any)=>a+(c.duration_ms||0),0)/cycles.length):0;\n const newTotal=cycles.reduce((a:any,c:any)=>a+(c.new_signals||0),0);\n const srcOkSum=cycles.reduce((a:any,c:any)=>a+(c.sources_ok||0),0);\n const srcTotal=cycles.length*15;\n const v=(ds&&ds.versions)?ds.versions:[];\n const brief=(ds&&ds.brief)||null;\n const modelCalls=(v.filter((x:any)=>(x.items_added||0)>0).length)+((brief&&brief.ok)?1:0);\n const per:any={};\n for(const c of cycles){for(const r of (c.results||[])){const p=per[r.s]||(per[r.s]={n:0,ok:0});p.n++;if(r.ok)p.ok++;}}\n const perSource:any={};for(const k of Object.keys(per))perSource[k]=Math.round(per[k].ok/per[k].n*1000)/1000;\n return J({ok:true,schema:\"DATASET_RELIABILITY_STATS_V1\",window_cycles:cycles.length,window_hours:Math.round(window_h*10)/10,per_source_ok:perSource,\n cycle_avg_ms:avg_ms,signals_in_window:newTotal,signals_per_hour:window_h>0?Math.round(newTotal/window_h*10)/10:null,\n source_ok_rate:srcTotal?Math.round(srcOkSum/srcTotal*1000)/1000:null,\n current_source_status:d?d.source_status:[],\n dataset:{version:ds?ds.version:null,items:ds?ds.item_count:null,all_time:ds?ds.all_time_items:null,versions_in_record:v.length,latest_version_sha:ds?ds.body_sha256:null},\n analysis_layer:{brief_ok:brief?brief.ok:null,model:brief?brief.model:null,note:\"one frontier-model call per cycle with new items + bootstrap; $0 free gateway\"},\n cost:{usd:0,model_calls_total_estimate:modelCalls,note:\"kilo-auto/free anonymous gateway\"},\n derived_from:\"state/ledger.json cycles (last 48) + state/dataset.json + state/digest.json (current snapshot only; per-source history not retained pre-v3)\"\n });\n }\n if(p===\"/health\"){\n const l:any=await blob.getJSON(\"state/ledger.json\");const d:any=await blob.getJSON(\"state/digest.json\");const ds:any=await blob.getJSON(\"state/dataset.json\");\n return J({ok:true,schema:\"AUTONOMOUS_FRONTIER_SIGNAL_HEALTH_V1\",autonomous:true,device_dependent:false,schedule:\"interval 15m + manual POST /cycle\",last_cycle_at:d?d.generated_at:null,last_cycle_n:d?d.cycle:null,total_signals:l&&l.items?l.items.length:0,dataset_version:ds?ds.version:null,dataset_sha256:ds?ds.body_sha256:null,source_status:d?d.source_status:[]});\n }\n 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