AI and Machine Learning researcher, specifically in Hyperdimensional Computing.
Joined February 2026
- Tweets 29
- Following 25
- Followers 11
- Likes 60
Photos and videos
Peter Sutor Jr retweeted
Mar 7
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Peter Sutor Jr retweeted
Enormous, imo.
Mar 5
New lecture drop 🎓
In our latest "Learning from Bio to AI" session, Andrew Coward explores Procedural Memory—how the brain learns skills and sequences.
Join us tomorrow 7pm EST for a live Q&A on X Spaces to dig deeper.
🎥 Watch now
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Peter Sutor Jr retweeted
Jan 17
Tired of pre-processing your data? Us too... Use Serva Encoder to forever pre-process any data for any AI.
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Peter Sutor Jr retweeted
Jan 18
Servastack means no more padding, any shape, for mixed datasets, all to one file format, all to one AI without messy reshaping. Auto-pad is here.
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Peter Sutor Jr retweeted
Jan 19
AI teams spend 80% of their time on data prep—not building models.
We built .serva: one data format that works with any model, on any hardware.30-374× more energy efficient. 4-34× compression.
No retraining needed.
The bottleneck shifts from infrastructure to imagination.
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Peter Sutor Jr retweeted
Jan 20
Your AI team isn't slow because of your models.
They're slow because 80% of their time goes to data wrangling.
.serva collapses months of preprocessing into a single encoding step.
Any data → any model → any hardware
See the architecture: arxiv.org/abs/2601.09124
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Peter Sutor Jr retweeted
Jan 21
We're looking for pilot partners to validate .serva in production.
If your team:
Trains models regularly
Fights data preprocessing bottlenecks
Wants 30-374× energy efficiency without retraining
Let's talk.
Early partners shape the roadmap.
DM us or: info@servamind.com
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Peter Sutor Jr retweeted
Jan 23
Our new website is live.
servamind.com
One format. Any model. Any hardware.
See how .serva eliminates data chaos and slashes compute costs by 96-99%.
The infrastructure is ready. What will you build?
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Peter Sutor Jr retweeted
Jan 26
Beta access is now open.
Test .serva in your ML pipeline. See the 30-374× efficiency gains for yourself.Early users get:
→ Direct engineering support
→ Priority feature requests
→ Influence on roadmap
Sign up: servamind.com/join-the-beta
Limited spots. First-come basis.
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Peter Sutor Jr retweeted
Feb 2
Join us Friday at 4pm PT for a Twitter Space on human memory.
We'll explore:
→ Different types of memory
→ How brain processes implement each type
→ What this means for building better AI systems
The .serva architecture draws from biological intelligence. Hear why.
Set a reminder 🔔
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Peter Sutor Jr retweeted
Feb 5
Watch Andrew Coward Discuss Types of Memory in our Lessons from Biology for AI series before our X space tomorrow at 4pm PST!
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Peter Sutor Jr retweeted
Feb 6
Today is the day! our First X-space in the new Learning from Bio to AI Series with Andrew Coward!
Join us at 4pm PST!
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Peter Sutor Jr retweeted
Feb 6
Types of Memory -- Lessons from Bio to AI x.com/i/spaces/1lPJqvObwWmxb
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Peter Sutor Jr retweeted
Feb 11
Building multimodal AI? You know the pain:
Separate pipelines for images, text, audio
Format conversions eating 80% of dev time
Data locked to single model architectures
Serva Encoder solves this. One universal format (.serva) for all modalities. Any model. No retraining.
More energy efficient. Zero accuracy loss.
Sign up for our beta
servamind.com/join-the-beta
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Peter Sutor Jr retweeted
Feb 17
🚀 Serva Encoder is launching in beta soon and we're offering 1TB free encoding to early users.
One universal format for all your multimodal data. Images, text, audio, sensor streams. Encode once, use anywhere.
No more pipeline chaos. No more format lock-in.
Claim your 1TB → servamind.com/join-the-beta
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Peter Sutor Jr retweeted
Feb 26
Your brain doesn't retrieve memories. It reconstructs them — partially, emotionally, from fragments. No AI system does this. That gap is the whole problem.Gave a keynote today on Software, Memory & Language at @ekkolapto.
Listen to our founders talk today at
luma.com/bioprompting
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Peter Sutor Jr retweeted
Mar 5
New lecture drop 🎓
In our latest "Learning from Bio to AI" session, Andrew Coward explores Procedural Memory—how the brain learns skills and sequences.
Join us tomorrow 7pm EST for a live Q&A on X Spaces to dig deeper.
🎥 Watch now
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