Aleksandr Listopad

Architect @ | WBSM | ResonanceDB | XAI | High-precision semantic search for AI

[Aleksandr Listopad @iamreasoning]

@engmlubbad @eva_cortex The biggest security threat is introducing non-deterministic systems into critical areas.

[EvaCortex Lab @eva_cortex]

Security isn’t about more filters. It’s about meaning.
Here’s how AI security changes in the post-vector era.

#ResonanceDB #Security #WBSM #UEBA #AI #DeepTech

https://t.co/8s4SlPUVvj

[Aleksandr Listopad @iamreasoning]

I just published What Embeddings Fail to Capture: The Structure of Meaning That Vectors Struggle to Preserve https://t.co/AzZefVjsyW

[Aleksandr Listopad @iamreasoning]

A look at how interference, a basic physical principle, helps address semantic collapse - a problem AI systems have been running into for nearly a decade.

https://t.co/M5A4mlC4AB

[EvaCortex Lab @eva_cortex]

What Embeddings Fail to Capture: The Structure of Meaning That Vectors Struggle to Preserve

https://t.co/jAenauAYmo

[Aleksandr Listopad @iamreasoning]

Keep your graphs deterministic

[Aleksandr Listopad @iamreasoning]

Semantic collapse? What is it?

[EvaCortex Lab @eva_cortex]

EchoThesis is live.

A phase-based semantic encoder that projects meaning into ψ(x)=A·e^{iφ}.
Deterministic, operator-aware, domain-extensible.

Built for cognitive architectures and phase-aware RAG.

#AI #EchoThesis #DeterministicAI #PhaseAwareAI

https://t.co/v4GiO5Gzuf

[Aleksandr Listopad @iamreasoning]

Meaning drift kept breaking my reasoning engine - turned out to be embedding space collapse.

This pushed me toward Wave-Based Semantic Memory.

Seen semantic drift in your AI?

#AI #WBSM #ResonanceDB

https://t.co/lLSWFQKvo5

[Aleksandr Listopad @iamreasoning]

I've started working on Substack.
Full versions of my work will be published soon.
#ResonanceDB #WBSM
https://t.co/AcFbdHoevj

[Aleksandr Listopad @iamreasoning]

@tom_antok 😆

[EvaCortex Lab @eva_cortex]

Drug discovery is drowning in data and still failing.
Not because of missing evidence - but because vector AI can’t see contradictions.

Precision medicine needs a new memory architecture.

#ResonanceDB #PrecisionMedicine #Pharma #Genomics #AI

https://t.co/Fa9LR3A02N

[EvaCortex Lab @eva_cortex]

Compliance fails on meaning, not data.
ResonanceDB uses Wave-Based Semantic Memory to keep obligations vs. prohibitions distinct.
Is this the missing layer for reliable compliance AI?

#ResonanceDB #WBSM #WBM #FinTech #Compliance #AI #DeepTech

https://t.co/PY9tt9iHv3

[Aleksandr Listopad @iamreasoning]

@chrisgpt There is room for growth, the human brain is not limited to flat geometry and consumes only 20 watts of power. 🤣

[EvaCortex Lab @eva_cortex]

ResonanceDB just went through one of its deepest optimization cycles.
For us, it’s not a story about features -it’s about verifiability, provability, and performance as non-negotiable principles of architecture.

https://t.co/iSz8A9cg5l

#ResonanceDB
#WBSM
#WBM
#AI

[Aleksandr Listopad @iamreasoning]

They keep reranking hallucinations built on sand.
Some of us just stopped mistaking the sand for a foundation.

Full post on LinkedIn ⬇️

https://t.co/OBB6anzdUK

#AI #ResonanceDB #WBM

[Aleksandr Listopad @iamreasoning]

@svetavovan @ferdalangurinn Гражданство это юридический статус. Запись в базе государства, которая даёт права и накладывает обязанности. Язык и окружение - культурная принадлежность. Не путайте паспорт с головой.

[EvaCortex Lab @eva_cortex]

Half the internet: still stuck on “front vs back.”
We’re breaking meaning into atoms.
Amplitude shows polarity, tense, modality.
Phase reveals what really matters: negation, causality, irony, intonation.

🔗 https://t.co/W7GlrBQROv

#ResonanceDB #WBM #AI

[EvaCortex Lab @eva_cortex]

Cosine says “happy” ≈ “not happy.”
Humans know better - negation flips meaning.
Wave-based memory sees the phase: alignment or collapse, resonance or silence.
That’s how contradiction becomes structure.

https://t.co/2orB5oubzw

#WBM #ResonanceDB #AI

[Aleksandr Listopad @iamreasoning]

Vector DBs measure distance.
ResonanceDB measures interference.
Meaning isn’t “close” or “far” - it’s in phase or out of phase.

[Aleksandr Listopad @iamreasoning]

Python is for LLMs. Java is for AI.

One generates text.
The other builds thought.

#AIarchitecture #reasoningfirst #EvaCortex #syntheticsystems