Tyler Lastovich

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Tyler Lastovich

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Our world is starved of nuance

Our world is starved of nuance

Our world is starved of nuance

Our world is starved of nuance

Hey, I am Tyler

I spend most of my time working on technology that is on the cusp of becoming normal. For the last 5 years that has taken the form of applied AI (strategy, prototyping, product launch) for generative AI and knowledge systems startups. Most recently I led AI at Golden until its acquisition in spring '24. I am a computer engineer by degree, but I have previously worked across mobile, web, and supercomputing in a range of roles from engineering to marketing.


This site is not meant to be a portfolio—it is intentionally designed to share my open-ended explorations.

RIGHT NOW

Can we predict the market?

I am currently building out a full-featured quant trading platform. For the last 4 years I have traded stocks and options on the side of work, building up a long list of what would be needed to make strong predictions using AI. With an increasingly impressive win rate on short term options over the last year, I have decided to take a small break from startups to formalize my processes into something durable and extensible. This new private platform will be unlike anything publicly available, offering deep knowledge-event-action linkages and intraday predictions with full english explainability.

This has been one of my favorite projects so far, happy to talk more in DMs, but I likely won't be sharing much about this work publicly.

QUANT TRADING

DATA & PREDICTION PLATFORM

Temporary

Risk Characterization

Retrieval

Dimensionality Reduction

LONG TERM

Systems to surface hidden assumptions and make stronger predictions.

After years of contemplation, I have identified the slice of the market that is ideal for me: creating systems to make stronger choices. Monotonic is my upcoming company that utilizes AI and human understanding to create products that deepen context. One of the first products will be a solution engine for long-range task planning, a service needed to remove the numerous assumptions made by generative AI.

In a world full of abundant intelligence, curation and taste will emerge as the higher leverage points. Enabling curation at scale across many domains requires understanding and automating the factors making up great choices. This is a fun, deep problem set that is not an trapped into the all-or-nothing paradigm.

MONOTONIC

THE ASSUMPTION REDUCTION COMPANY — FOUNDER

Full-time

Disambiguation

Curation

Task Planning

Personalization

DO:THIS

RESULTS-BASED SOLUTION ENGINE

CRITICAL REVIEWS

CURATION BY DIMINISHING RETURNS

"The world of tasks doing work—productive, generative AI work, generative intelligent work—that market size is enormous. It’s measured in trillions."

–Jensen Huang

(I am not a huge quotes guy but Jensen has this right.)

Exploring.

I am endlessly fascinated with how the brain works and how people express their thoughts. Our perception is the most meaningful, undiscussed topic in the world. I think differently than most, having both SDAM (inability to form autobiographical memories) and aphantasia (no mental visuals). This means that I can happily live thinking mostly about the future and hardly at all about the past. I am an avid early adopter and fidelity-obsessed be it audio, video, or mental clarity. Opening up these types of topics motivates a meaningful amount of my work and I am happy to talk about them.

Creating.

INVESTING
I have always had a good mind for finance and truly enjoy playing the infinite game of investing. Every day there is something new to factor in, optimize, or adjust. I like both public and private markets (startups). I spend a good deal of time in the world of high-leverage options trading. I am actively building my endgame prediction platform.

AI
I believe AI can be a force for good, one that we are barely starting to apply. I dislike hype and spend less time on research-style problems, opting to focus on direct applications. How can current systems perform new, emergent tasks for us? How can we collapse the gap between what a person can think and what they can create? How can we enable more fulfillment without upsetting society too deeply? How can we continually seek and generate quality? Where does value accrue?

DESIGN
As I get older I find more enjoyment in design. Figma now gets just as many hours as anything else. The design of tangible things is something new to me and will likely be a topic this site explores over time.

CONSULTING
Building something interesting? Need help planning out AI in your org? While it is not my core focus, I am happy to help where I can.

PREVIOUS FOCUSES

Structured data extraction

Intent parsing

Task definition

Persona generation

Supercomputing

Thinking.

I believe we should intentionally keep our minds open to new ideas. Recording ideas as they cross your mind, then looking at them later tends to have a compounding effect that too few capture.

Exploiting information asymmetry is the foundation that many industries are built on. It doesn’t get enough attention that even though AI raises up the capabilities of the middle majority, it also dramatically flattens the distribution. Most knowledge workers will end up having nearly indistinguishable skills except those outliers 2 or 3 standard deviations from normal. Those that do not use AI will be strongly disadvantaged, while those that deeply implement custom processes will gain superpowers. We all have access to deep knowledge now, imagination and execution (speed x quality) are the leverage points.

Exploiting information asymmetry is the foundation that many industries are built on. It doesn’t get enough attention that even though AI raises up the capabilities of the middle majority, it also dramatically flattens the distribution. Most knowledge workers will end up having nearly indistinguishable skills except those outliers 2 or 3 standard deviations from normal. Those that do not use AI will be strongly disadvantaged, while those that deeply implement custom processes will gain superpowers. We all have access to deep knowledge now, imagination and execution (speed x quality) are the leverage points.

Reviews are likely more noise than signal. Consider the people whose taste and context you respect most. Now how many of those people do you think take the time to write public product reviews? Likely not many.

We can fix some of this with more empirical takes made by AI.

Reviews are likely more noise than signal. Consider the people whose taste and context you respect most. Now how many of those people do you think take the time to write public product reviews? Likely not many.

We can fix some of this with more empirical takes made by AI.

I think AI will create a new type of ‘late mover’ companies. Let big companies do the expensive work of innovation and business model optimization. Then just copy that and add a thin layer of niche-specific customization on top. Copying established products in high fidelity will become very cheap, letting indie founders copy a product group in homeostasis, but with a tangential twist. The key is enabling companies to do a frictionless swap from whatever they currently use.

I think AI will create a new type of ‘late mover’ companies. Let big companies do the expensive work of innovation and business model optimization. Then just copy that and add a thin layer of niche-specific customization on top. Copying established products in high fidelity will become very cheap, letting indie founders copy a product group in homeostasis, but with a tangential twist. The key is enabling companies to do a frictionless swap from whatever they currently use.

Email captures are so 2016

This emails me directly

Email captures are so 2016

This emails me directly

Email captures are so 2016

This emails me directly

Things to be built

There are many things left to make in this world. I like to think about new concepts for making life easier and more rewarding. Here is a running list of ideas. If you have made things like this, or plan to get in touch:

System to make pitch decks and investor updates based on live data.

Alternative to VC for AI-based companies

Consumer expectation setting on investment returns

Dependence and tolerance reduction

New descriptive words

1

New systems that can identify, prevent or, remove remove hidden assumptions

2

New styles of education, careers, and gap years that let young people try many different lifestyles

3

New systems to assess and reset drug tolerance/dependance

4

Next generation stimulants, euphorics, and neuroprotectives

5

Methods to produce detailed mapping of autobiographical, spatial, and emotional memory

6

Anything that lets users become stakeholders (not affiliates) of the products/places/etc they use

7

New experiences that seem like magic

Large-scale general intelligence datasets

Generative AI infographics

Environment context parsing

Natural language APIs

Neurosci &
Medicine

Themes I think about

Investing &
Startups

AI &
Data

Explore:

Things to be built

Exploring

Tyler Lastovich

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Tyler Lastovich

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