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Show HN: Real-Time Emotional Intelligence for E-Commerce: actual signals

https://sentientiq.ai/
1•sentientiq•10h ago
Building Real-Time Emotional Intelligence for E-Commerce: Why Mouse Telemetry Beats Sentiment Analysis

Long road building honest emotional intelligence for marketing. Every path led to bullshit. Social listening? Performative. People tweet what they want you to think they're feeling. Intent data? Worse. Anonymous IPs labeled "happy" or "frustrated" based on aggregated dwell time. Astrology for B2B marketers. The solution: Involuntary behavioral data captured before conscious filtering. Mouse telemetry.

The Technical Thesis

Hypothesis: Sub-second mouse behavior (rage clicks, erratic movement, rapid back-button mashing) correlates with emotional states that predict abandonment.

Why it works: Involuntary (faster than conscious thought) First-party (you own the data) Attributable (session → intervention → outcome) Falsifiable (if wrong, conversions don't improve) Application: Real-time behavioral intervention. Detect frustration, intervene before bounce, measure lift.

The Stack

Frontend: sentientiq-unified.js captures mouse physics at 20Hz. Batches 50 events every 500ms, sends to NATS over WebSocket. Messaging: NATS pub/sub (telemetry.raw, intervention.trigger) Processing: Dual-LLM cascade

Haiku 3.5: Fast triage (200 calls/min) Sonnet 4.5: Deep analysis (50 calls/min)

Flow: NATS → Haiku triage → Sonnet deep analysis with ML-learned patterns → Intervene or monitor Key innovation: Dynamic ML knowledge injection. Proven patterns from seer_ml_intelligence table get injected into prompts. Intervention: Seer (Sonnet 4.5 chat) receives emotional context via EITP packets (Emotional Intelligence Transfer Protocol). 7D emotional state vectors: valence, arousal, urgency, confusion, interest, intent_strength, session_phase. Persistence: Supabase (emotional_events, seer_ml_intelligence, interventions) Feedback Loop (The Moat): Thompson Sampling aggregates outcomes by (tenant, vertical, emotion, page_section, intervention). System writes proven patterns back to ML table. Gets smarter autonomously.

Intelligence Layer: contagion-detector.py - Emotional spread across geographies cross-vertical-analyzer.py - Transferable patterns evi-collector.py - Emotional Volatility Index (VIX for digital purchase behavior)

Why EITP? LLMs waste compute on uncertainty. With EITP packets, Sonnet receives: { "emotional_state": {"valence": -0.6, "arousal": 0.8, "confusion": 0.7}, "context": "financing_calculator", "proven_pattern": "automotive_financing_anxiety_intervention_v2" }

Now it doesn't guess. It knows. Aspirational claim: ~80% compute waste reduction.

Current State

Stress-tested to 300 concurrent sessions Scales to ~1500 (AWS ALB + EC2) Session-level rate limiting (100 events/session/hour) 24 microservices via PM2 Pricing: $999/mo or $4,999 lifetime (first 100)

The Wedge: Automotive Retail

Why auto dealers: $30k-60k transactions Massive emotional volatility (sticker shock, financing anxiety) One saved session = months of fees Demo: User browses $45k F-150 → Frustration on financing calculator → Seer intervenes → Lead submitted → Sale saved.

The Protocol Play EITP published as RFC 9999 (https://eitp.io). If standardized:

Any LLM receives emotional context Any app subscribes to volatility feeds Industry compute waste drops

We're calling it Layer 8 of the OSI model (https://osi8.dev) - the missing layer between your app and user emotional state. Yes, Layer 8 is the joke about user error. We're claiming it anyway. Stack: React + Vite + TypeScript | Node.js + NATS + Anthropic | Supabase | AWS | PM2 Live: This week Feel free to roast the architecture. That's why I'm here.

An AI Adoption Riddle

https://www.technologyreview.com/2025/10/28/1126687/an-ai-adoption-riddle/
1•fleahunter•2m ago•0 comments

When the Cloud Breaks: Lessons from the AWS Outage

https://www.akamai.com/blog/security/2025/oct/when-cloud-breaks-lessons-aws-outage
1•HieronymusBosch•4m ago•0 comments

Sufficiently Smart Compiler

https://wiki.c2.com/?SufficientlySmartCompiler
1•coffeeaddict1•8m ago•0 comments

Four out of five drivers worried about dazzling headlights in the dark

https://news.sky.com/story/four-out-of-five-drivers-worried-about-dazzling-headlights-in-the-dark...
2•austinallegro•9m ago•0 comments

Show HN: Dead-Simple HTML5 Markdown Editor/Viewer

https://groverburger.github.io/simple-markdown-editor/
2•__grob•10m ago•1 comments

OpenAI: Users Show Signs of Mania or Psychosis Weekly

https://www.wired.com/story/chatgpt-psychosis-and-self-harm-update/
3•Tistron•15m ago•1 comments

A simple open-source OIDC provider that only support passkeys

https://pocket-id.org/
1•angelmm•17m ago•0 comments

Oslo electric buses can be stopped and switched off from China (Norwegian)

https://www.nrk.no/stor-oslo/ruters-egne-tester-viser_-oslos-elbusser-kan-fjernstyres-1.17629321
5•bladeee•19m ago•2 comments

OpenAI offers free ChatGPT Go for one year to all users in India

https://techcrunch.com/2025/10/27/openai-offers-free-chatgpt-go-for-one-year-to-all-users-in-india/
2•Brajeshwar•21m ago•0 comments

Geometry and Physics of Wrinkling [pdf]

https://softmath.seas.harvard.edu/wp-content/uploads/2019/10/2003-03.pdf
2•o4c•22m ago•0 comments

Mushroom Memristors

https://semiengineering.com/research-bits-oct-28/
3•MihaiSandor•25m ago•0 comments

Signature schemes you've never heard about – Kobi Gurkan

https://kobi.leaflet.pub/3lxfc6khits27
1•liamzebedee•26m ago•0 comments

Shiitake-Powered Computer

https://www.tomshardware.com/tech-industry/shiitake-powered-computer-demonstrated-by-researchers-...
1•MihaiSandor•26m ago•1 comments

Atlas of Cycling Accidents: Politecnico Di Milano Maps All of Italy

https://www.polimi.it/en/the-politecnico/news/news-detail/atlante-degli-incidenti-ciclistici-il-p...
1•aoxomoxoa•29m ago•1 comments

Show HN: We Built Our Own Chart Type for Live Dashboards

4•YannickCrabbe•29m ago•0 comments

How to Connect MCP Servers to Claude Desktop with Docker MCP Toolkit

https://www.docker.com/blog/connect-mcp-servers-to-claude-desktop-with-mcp-toolkit/
1•meysamazad•30m ago•0 comments

Pros and Cons of Crowdfunding Your Startup

https://www.digitalocean.com/resources/articles/pros-and-cons-crowdfunding-startup-old
1•meysamazad•30m ago•0 comments

Wrinkles, Crumples, and Origami: The Physics and Geometry of Thin Elastic Sheets [video]

https://www.youtube.com/watch?v=2isF_JuWg_I
1•o4c•36m ago•0 comments

Silicon Valley adopts the work culture China banned

https://www.calcalistech.com/ctechnews/article/3me3vgoog
2•NalNezumi•37m ago•0 comments

Klog – a plain-text file format and a command line tool for time tracking

https://klog.jotaen.net/
2•ahub•38m ago•0 comments

Decoding JSON in Rust

https://bitfieldconsulting.com/posts/hard-rain-json-rust
1•chautumn•41m ago•0 comments

The Great Alzheimer's Scam and the Proven Cures They've Buried for Billions

https://www.midwesterndoctor.com/p/the-great-alzheimers-scam-and-the
2•pwlm•44m ago•1 comments

Inquiry Now

http://inquiry-now.surge.sh/
1•freespirt•49m ago•0 comments

SA Museum investigates whether meteorite collided with car on regional highway

https://www.abc.net.au/news/2025-10-28/potential-meteorite-fall-augusta-highway-sa-museum-investi...
2•defrost•49m ago•0 comments

Criminal complaint against facial recognition company Clearview AI

https://noyb.eu/en/criminal-complaint-against-facial-recognition-company-clearview-ai
12•latexr•50m ago•1 comments

Short Ruby Newsletter – edition 154

https://newsletter.shortruby.com/p/edition-154
1•amalinovic•51m ago•0 comments

Set Up Domain with Cloudflare and Email Routing

https://fromzerotollc.com/step/create-your-first-business-email
1•erayalakese•51m ago•0 comments

Show HN: Log Bull – a simple log collection system for developers (Docker-based)

https://github.com/logbull/logbull
1•rostislav_dugin•51m ago•0 comments

Gregory

2•gregory2•54m ago•0 comments

Ancient Nubians drank beer laced with antibiotics (2010)

https://www.nbcnews.com/id/wbna38990966
1•thunderbong•54m ago•0 comments