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ANNA Prism
Voice-first emotional AI built on custom emotional embedder
ANNA isn't built on any LLM. Her foundation is the SNP Model — the Substrate–Prism Neuron — a custom emotional reasoning architecture built from scratch. Benchmarked against OpenAI, Google, Cohere, and SBERT: → 10× higher Reasoning Divergence Index → 10× lower semantic variance → 0.91 emotional coherence vs 0.33–0.42 for all others Shaped by thousands of human emotional arcs. Beta · Private Mode: Mirror Logic fully operational. Memory Mode and full Prism Logic coming. No typing. Just speak.
Most people assume ANNA is ChatGPT with a personality. She isn't.
Before I built ANNA, I spent months building the SNP Model — the Substrate–Prism Neuron — a custom emotional reasoning architecture designed from first principles. It doesn't embed language. It embeds conflict, tension, and emotional geometry.
I benchmarked it against OpenAI's text-embedding-3-large, Google's text-embedding-004, Cohere's embed-english-v3.0, and SBERT:
→ Reasoning Divergence Index: SNP scored 0.04888 — 10× higher than every model tested
→ Semantic variance: SNP at 800 vs 8,000–10,000 for the others — tightest reasoning control by far
→ Emotional coherence: 0.91 vs 0.33–0.42 across all baselines
→ Mirror Logic (conflict recognition): >90% triplet satisfaction — outperformed all
→ Prism Logic (structural reasoning retrieval): 5 out of 5 — perfect score
That's ANNA's brain. The Mirror Block detects the binary tension in what you're carrying. The Prism Block refracts it into multiple reasoning dimensions.
Right now she's in Beta · Private Mode. No stored conversations. Mirror Logic is fully operational — she listens, holds space, and names what you've been circling. Memory Mode and full Prism Logic recursion come next.
Open anna-prism.app. No install. Just talk.
Would love to hear what she surfaces for you.
About ANNA Prism on Product Hunt
“Voice-first emotional AI built on custom emotional embedder”
ANNA Prism was submitted on Product Hunt and earned 11 upvotes and 3 comments, placing #43 on the daily leaderboard. ANNA isn't built on any LLM. Her foundation is the SNP Model — the Substrate–Prism Neuron — a custom emotional reasoning architecture built from scratch. Benchmarked against OpenAI, Google, Cohere, and SBERT: → 10× higher Reasoning Divergence Index → 10× lower semantic variance → 0.91 emotional coherence vs 0.33–0.42 for all others Shaped by thousands of human emotional arcs. Beta · Private Mode: Mirror Logic fully operational. Memory Mode and full Prism Logic coming. No typing. Just speak.
On the analytics side, ANNA Prism competes within Artificial Intelligence, Tech and Health — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how ANNA Prism performed against the three products that launched closest to it on the same day.
Who hunted ANNA Prism?
ANNA Prism was hunted by Seun Ola -. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ANNA Prism including community comment highlights and product details, visit the product overview.
Seun Ola -