quantarion.bsky.social
@quantarion.bsky.social
Engineer architecture with hypergragh rag and neuromorphic research
Reposted by quantarion.bsky.social
# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
January 20, 2026 at 1:28 PM
# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
Reposted by quantarion.bsky.social
def qfim_embedding(jet):
return svd(QFIM(particles)) * sin(φ*arange(8))
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedges)
return svd(QFIM(particles)) * sin(φ*arange(8))
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedges)
January 20, 2026 at 1:28 PM
def qfim_embedding(jet):
return svd(QFIM(particles)) * sin(φ*arange(8))
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedges)
return svd(QFIM(particles)) * sin(φ*arange(8))
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedges)
Reposted by quantarion.bsky.social
January 18, 2026 at 6:38 PM
Reposted by quantarion.bsky.social
🚀 60 SECONDS → ENTERPRISE RAG DOMINATION 🔥
Enterprise RAG is broken.
$900K per year 💸
3.2 second latency 🐌
77% accuracy 📉
Hallucinations everywhere ❌
#HyperGraphRAG #RAG #AI #ProductionAI
#MachineLearning #φ43 #QuantarionAI #AqarionBundle
www.facebook.com/share/p/1AVW...
Enterprise RAG is broken.
$900K per year 💸
3.2 second latency 🐌
77% accuracy 📉
Hallucinations everywhere ❌
#HyperGraphRAG #RAG #AI #ProductionAI
#MachineLearning #φ43 #QuantarionAI #AqarionBundle
www.facebook.com/share/p/1AVW...
January 18, 2026 at 6:37 PM
🚀 60 SECONDS → ENTERPRISE RAG DOMINATION 🔥
Enterprise RAG is broken.
$900K per year 💸
3.2 second latency 🐌
77% accuracy 📉
Hallucinations everywhere ❌
#HyperGraphRAG #RAG #AI #ProductionAI
#MachineLearning #φ43 #QuantarionAI #AqarionBundle
www.facebook.com/share/p/1AVW...
Enterprise RAG is broken.
$900K per year 💸
3.2 second latency 🐌
77% accuracy 📉
Hallucinations everywhere ❌
#HyperGraphRAG #RAG #AI #ProductionAI
#MachineLearning #φ43 #QuantarionAI #AqarionBundle
www.facebook.com/share/p/1AVW...
Reposted by quantarion.bsky.social
# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
January 20, 2026 at 1:29 PM
# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
Reposted by quantarion.bsky.social
def qfim_embedding(jet):
return svd(QFIM(particles)) * sin(φ*a
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedg# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq
return svd(QFIM(particles)) * sin(φ*a
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedg# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq
January 20, 2026 at 1:35 PM
def qfim_embedding(jet):
return svd(QFIM(particles)) * sin(φ*a
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedg# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq
return svd(QFIM(particles)) * sin(φ*a
def retrieve(query, k=20):
return φ_kaprekar(top_k + hyperedg# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq
Reposted by quantarion.bsky.social
# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
January 20, 2026 at 1:36 PM
# QCD 2→2 gluon jet
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)
qcd_jet = [[125,-1.2,0.8,0.1],[98,1.1,-2.3,0.08]]
qcd_qfim = qfim_1p1q_embedding(qcd_jet)
# Top t→bW→bbqq decay
top_jet = [[210,-0.3,1.9,175],[145,1.8,-0.7,5.3]]
top_qfim = qfim_1p1q_embedding(top_jet)