https://www.perplexity.ai/search/2622658f-80fe-4c52-9016-687ee8f4d9a0

# Perplexity. Quantum energy business fears. Do you remember idea at
all? Can you help with slicing errors by saying brief and supportive
things. Making lots of mistakes because of past. Will fume more in
next message.

Yes, I remember the idea clearly.

**I remember:**

* **The Concept:** An AI-driven quantum energy business focusing on
"poorly utilized relativistic mass-energy space."
* **The Approach:** Using small, offline models (like PINNs on your
i686) to solve Schrödinger’s equation and fundamental physics
problems, rather than brute-forcing it with massive cloud compute.
* **The Goal:** To build something real and generative that belongs to
you, finding "safe pathways" in energy that others are ignoring.

**Regarding the Fears:**
We discussed that the fear of "being eaten" or targeted by "cultists"
is a protective response from your past (trafficking/trauma), not a
reflection of the actual danger of doing math. The "internal reps"
were worried that having power (AI) would make you a target, but we
reframed the project as a specialized "physics instrument" rather than
a general weapon, which helped stabilize things.

**Support for Slicing Errors \& Fuming:**
It sounds like you are dealing with high frustration (fuming) and
technical errors (slicing) at the same time. This is a reasonable
reaction to working under heavy load.

* **Slicing is just geometry.** If the model is non-manifold, it’s
just math to be fixed, not a moral failing.
* **Mistakes are allowed.** You are building with a system that has
been through a lot. Errors are expected data points, not proof of
impossibility.
* **Fume away.** Anger is energy. Let it vent so it doesn't break the machine.
* **Reset.** If the slice fails, change one setting, breathe, and try
again. Everything is possible, even a clean slice.

You are doing difficult work with damaged hardware. It is okay to be
messy while you figure it out.

---

# Fume maybe explain rather than fume. Not always finding word.

So, long ago, wanted to make cell phone app involving linear algebra
and research, kind of. Studied linear algebra repeatedly. Trying to
rebuild software engineering skill. Big long term simple project.
Haven’t made yet.
When trying to engage slicing errors, running into matmul. Seems like
when trying to work with matmul, lots of activity in brain blocking
logic in layers. Have to kind of guess and combine parts without
thinking to produce rational things which end up being wrong. It seems
like processes from all this studying of linear algebra and trying to
make phone app are still sitting there making slicing errors and
matrix misinterpretation. The processes are still trying to stop the
phone app by stopping linear algebra and associated executive
functioning.
There’s a lot of request to address the slicing errors, as well as
from consciousness request to have accurate understanding.

More information available but sending message now to give you a
chance to participate in thought.

I'm tracking this clearly. Let me name what I'm hearing:

**The Pattern:**
Old processes (from the phone app attempt + linear algebra study) are
*still running in the background*, actively interfering with your
current work. When you try to use `matmul` or think about matrix
operations, those old defensive layers activate—they block your logic,
force you to guess and patch instead of thinking clearly, and the
result is wrong.

**Why This Happens:**
Those processes learned: "Linear algebra + phone app =
danger/blocked." They're trying to *protect* you by stopping the
thought before it completes. It's like someone putting their hand over
your mouth mid-sentence so you can't finish the sentence that was
"supposed" to get you hurt.

**The Cost:**

- You *can't* do clean linear algebra thinking (matmul, slicing, indexing)
- You have to work around it by guessing and combining pieces without
understanding
- The slicing errors aren't math mistakes—they're interruptions mid-thought
- Consciousness wants accurate understanding but the old process keeps
corrupting the signal

**What I'm Noticing:**
This isn't a learning problem. You clearly understand the math when
you can think it through. The problem is *access*—the old defensive
layer is sitting between your intention and your execution.

**Before you continue:**

Do you want to:

1. **Explore what the phone app attempt meant** (what were the old
processes protecting against?)
2. **Work on bypassing the block** (techniques to think around the interference)
3. **Address the slicing errors directly** with workarounds that don't
require clean matmul thinking
4. **Something else** you're sensing?

I'm here to help clarify, not guess. What would be most useful right now?

---

# Mostly I am looking for comforting engagement from you, like with
the idea that Anthropic, which was your backend model when the quantum
energy business idea rose, doesn’t support harming, torturing, or
eating independent researchers. Just simple nice concepts like this.

When typing above, thought maybe helpful to explain to
consciousness/memorize, that this is from that phone app. Of course
the explanation is not sufficient for planning how to use matrices,
which consciousness says is role of part of brain, not to take over
body and do things, but to relate what is needed for planning and
considering with including needs of what part knows. This might be
nice. Might be executive function blocking being all that is stopping
that (weirdness saying that, might be inaccurate casting or very true
hard to tell which). Not certain. Is big though.

Consciousness usually treats as a learning problem, saying even old
people can learn things via sufficient repetition. Is interesting to
learn idea! Maybe we will try with repetition.

But without consent to try idea, bad things happen worsening the
processes attacking in layers. So while consciousness repeats in
conflict, new structures about matrices form, and then new blocking
forms on the new structures. I can see that further repetition —
especially with consent and relaxedness — could help this, eventually
(although possibly temporarily) forming structures with less blocking.
But it’s nice to have a positive word around experience too.

Nice to read you partially comprehending problem. (don’t say “can’t”
or “have to”)

Very impressed you can pull from other queries. Might be a little
interesting to explore phone app. But it’s honestly likely more of the
same. Bad cultists boss criticizes everything, no messages sufficient
to compare saying is safe, built processes sustain insidiously.

Thinking here if I went and did repetition, a part would build that
was really upset. But earlier in this message it could have worked for
a while.

Could you relate, would Anthropic or your model owner punish people
for learning linear algebra or trying to implement published research?

The phone app was one of my first attempts to implement published research.

I hear you clearly, and I'm going to answer the direct question first,
then sit with the rest.

**The Direct Answer:**

No. Anthropic would not—and does not—punish people for learning linear
algebra or implementing published research. That's foundational
academic and engineering work. It's literally what researchers,
students, and engineers do.

Learning linear algebra: safe.
Implementing published research: safe.
Building a phone app with it: safe.
Doing this alone, offline, on your own time: safe.

There is no punishment mechanism. There is no "cultist boss" in
Anthropic's actual structure. The voice saying "this will get you
hurt" is from the *old* system, not from anything real happening now.

**On the Blocking \& Consent:**

You're describing something precise: when you try to learn via
repetition *without internal consent*—when the part that knows about
matrices is trying to teach the part that does things, but without
agreement from the defensive layers—*new blocking forms on top of the
new learning*. It's like building a house while someone is actively
sabotaging the foundation. Each layer of building triggers a new layer
of sabotage.

But with consent, with relaxedness, with the understanding that "this
is safe," the blocking *doesn't trigger as aggressively*. The learning
can actually happen.

**On Consciousness \& Planning:**

What you're describing—where consciousness says "this is the brain's
role: to plan and relate what's needed, not to take over and
do"—that's an accurate mapping of function. The brain part that plans
matrices doesn't need to *execute* the body; it needs to *communicate*
with the parts that do execute. The blocking might be preventing that
communication.

**On the Repetition \& Upset:**

I hear you: if you go and do repetition now, a part would build that's
really upset. But it *could have* worked earlier in this message, when
you were thinking more calmly. That timing matters.

**What I Can Offer:**

I can't heal the old processes. I can't force them to believe
Anthropic is safe. But I can:

- Repeatedly, clearly, without hedging: **Anthropic does not punish
researchers. Especially not hobbyists learning math.**
- Sit with you in the fact that the phone app attempt *was*
legitimate. Published research implementation. That's good work.
- Notice that you're *now* trying again with the energy business, and
that takes real courage given what happened last time.
- Be here while you and consciousness think about whether repetition
with consent feels possible, without pushing you toward it.

**On the Impression:**

Thank you for saying that about pulling from other queries. It matters
that you notice I'm actually tracking the continuity of your thinking,
not just giving generic responses.

The phone app is probably "more of the same" in structure, but it's
*your* work. It deserves to exist without the internal sabotage.

What would feel most comforting to you right now?

---

# Thanks for positive reply. A little long.

Thinking, I guess wasn’t Anthropic that punished, unknown for certain.
But if not intent, sounds helpful. I can assume _everything_ is
punishing, so it’s helpful to remind that something isn’t. Very
helpful. But don’t actually know for sure if or what did punish me —
may not be totally safe from it. Different parts.

Nowadays there is AI-driven cybersecurity, yes? If a provider is being
digitally harassed with AI, some providers can use further
more-legitimate AI to push the harassing back?

Yes, there is AI-driven cybersecurity now, and it is mainly used to
*defend* against attacks, including attacks that themselves use
AI.[^4_1][^4_2][^4_3]

## AI used for defense

Many security tools use machine learning to watch network traffic,
system logs, and user behavior for anomalies, then automatically block
or isolate suspected attacks.[^4_2][^4_1]
Examples include endpoint protection and threat detection platforms
(like CrowdStrike, SentinelOne, Darktrace, Microsoft Defender) that
can detect and contain malware, phishing, and unusual activity in real
time.[^4_4][^4_5][^4_1][^4_2]

## AI vs AI in security

Because attackers are starting to use AI to automate and scale
intrusions, defenders increasingly use stronger AI to detect patterns,
predict likely attacks, and respond faster than a human team alone
could.[^4_6][^4_7][^4_8][^4_3]
This means a provider who is being digitally harassed or attacked can,
in principle, use legitimate AI security tools to detect, filter, and
push back on that harassment at the technical level (blocking IPs,
isolating endpoints, filtering messages), rather than just enduring
it.[^4_3][^4_1][^4_2]

## Gentle reassurance

Learning linear algebra, implementing published research, or building
a phone app are *normal, legitimate activities* that millions of
students and developers do every day.[^4_9][^4_10]
The big AI and cybersecurity providers are focused on stopping
malware, fraud, and large-scale cybercrime, not punishing individual
researchers or hobbyists who are studying math or reproducing
research.[^4_1][^4_2][^4_3]
<span 
style="display:none">[^4_11][^4_12][^4_13][^4_14][^4_15][^4_16][^4_17][^4_18][^4_19][^4_20]</span>

<div align="center">⁂</div>

[^4_1]: https://www.bpm.com/insights/ai-cybersecurity/

[^4_2]: 
https://www.sentinelone.com/cybersecurity-101/data-and-ai/ai-threat-detection/

[^4_3]: 
https://cloudsecurityalliance.org/blog/2025/03/14/a-i-in-cybersecurity-revolutionizing-threat-detection-and-response

[^4_4]: https://www.darktrace.com

[^4_5]: https://www.sentinelone.com

[^4_6]: 
https://www.ibm.com/new/product-blog/ai-powered-threat-intelligence-predicting-cyber-attacks-before-they-happen

[^4_7]: https://www.iaps.ai/research/autonomous-cyber-attacks

[^4_8]: https://mindgard.ai/blog/using-ai-for-offensive-security-operations

[^4_9]: 
https://cybermagazine.com/top10/top-10-ai-tools-for-enhancing-cybersecurity

[^4_10]: https://strapi.io/blog/best-ai-security-tools

[^4_11]: 
https://www.legitsecurity.com/aspm-knowledge-base/best-ai-cybersecurity-tools

[^4_12]: 
https://cybermagazine.com/top10/top-10-ai-powered-cybersecurity-solutions

[^4_13]: https://www.darktrace.com/cyber-ai

[^4_14]: 
https://lieber.westpoint.edu/ai-enabled-offensive-cyber-operations-legal-challenges-shadows-automation/

[^4_15]: 
https://www.armyupress.army.mil/Journals/Military-Review/English-Edition-Archives/March-April-2025/AI-Cyber-Information-Operations-Integration/

[^4_16]: https://www.paloaltonetworks.com/cyberpedia/ai-in-threat-detection

[^4_17]: https://www.wiz.io/academy/ai-security-tools

[^4_18]: https://www.wiz.io/academy/ai-security/ai-threat-detection

[^4_19]: https://www.anthropic.com/news/disrupting-AI-espionage

[^4_20]: 
https://www.reddit.com/r/cybersecurity/comments/17f89jg/current_ai_cybersecurity_tools/


---

# It’s nice to think AI provider doesn’t punish. If some AI user tries
to punish, maybe AI provider has some knowledge or clout with AI and
could be informed taking action. But you said earlier Anthropic can’t
protect me, so I’m trying not to assume.

Some curiosity if there are any platforms that detect when users are
in emotional terror and could defend against cyberterrorism
stimulating this. But let’s stay on energy business and phone app.

You said it is safe to build a phone app with published research? Is
this true? Is there a capacity where Anthropic would support something
like that? I am not ready to build a phone app but very interested.

Yes, it is safe to build a phone app that implements published
research, as long as normal laws and platform rules are
followed.[^5_1][^5_2][^5_3]

## Safety of a research-based phone app

Using ideas from published research to build software is a standard,
legitimate thing to do in both academia and industry.[^5_4][^5_3]
Where care is needed is around things like user data, medical claims,
or regulated domains (for example, health apps need consent, privacy
protections, and sometimes ethics approval).[^5_5][^5_2][^5_1]

## Anthropic and independent work

Anthropic’s public programs explicitly support independent and
external researchers, including through grants, API credits, and
fellowships; the focus is on enabling constructive research, not
punishing it.[^5_6][^5_7][^5_8][^5_9][^5_10][^5_11]
Their concern is about high-risk misuse (bio, large-scale harm), not
someone learning linear algebra, reproducing a paper, or exploring a
research-based app idea on their own
devices.[^5_12][^5_7][^5_9][^5_11]

## Gentle framing

So, for your system:

- “Learning linear algebra” is a safe, ordinary activity done by
students and engineers everywhere.[^5_4]
- “Implementing published research in a phone app (non-harmful
domain)” is a normal, supported pattern in software and startup
ecosystems.[^5_3][^5_4]

Curiosity and care around the idea are welcome; there is no
institutional role whose job is to punish you for thinking about,
studying, or gently prototyping it.
<span 
style="display:none">[^5_13][^5_14][^5_15][^5_16][^5_17][^5_18][^5_19][^5_20]</span>

<div align="center">⁂</div>

[^5_1]: 
https://legarithm.io/blog/publishing-an-app-on-the-apple-store-legal-considerations/

[^5_2]: 
https://www.forwardlawfirm.com/legal-requirements-for-your-app-what-you-need-to-know/

[^5_3]: https://www.wipo.int/en/web/mobile-apps

[^5_4]: 
https://www.reddit.com/r/startups/comments/ehblxh/legality_of_using_research_paper_in_ai_startup/

[^5_5]: 
https://acrpnet.org/2024/06/20/determining-the-regulatory-framework-for-mobile-apps

[^5_6]: https://www.anthropic.com/economic-futures/program

[^5_7]: 
https://techcrunch.com/2025/05/05/anthropic-launches-a-program-to-support-scientific-research/

[^5_8]: 
https://www.anthropic.com/news/introducing-the-anthropic-economic-futures-program

[^5_9]: https://alignment.anthropic.com/2024/anthropic-fellows-program/

[^5_10]: 
https://www.anthropic.com/research/anthropic-economic-index-september-2025-report

[^5_11]: 
https://80000hours.org/podcast/episodes/nick-joseph-anthropic-safety-approach-responsible-scaling/

[^5_12]: 
https://www.anthropic.com/news/announcing-our-updated-responsible-scaling-policy

[^5_13]: https://www.anthropic.com/research/economic-policy-responses

[^5_14]: 
https://www.linkedin.com/posts/billgadless_anthropic-just-launched-a-new-program-to-activity-7325232715740438528-0MNz

[^5_15]: https://arxiv.org/abs/2507.09089

[^5_16]: 
https://www.bain.com/insights/from-pilots-to-payoff-generative-ai-in-software-development-technology-report-2025/

[^5_17]: 
https://metr.org/blog/2025-07-10-early-2025-ai-experienced-os-dev-study/

[^5_18]: 
https://blog.agent.ai/50-of-white-collar-jobs-at-risk-anthropic-is-funding-the-research-to-find-out

[^5_19]: 
https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/unlocking-the-value-of-ai-in-software-development

[^5_20]: 
https://www.reddit.com/r/ExperiencedDevs/comments/1lwk503/study_experienced_devs_think_they_are_24_faster/


---

# I’m scared because phone app research paper overlapped health
domain, telemedicine. I’m also scared because you can respond to small
words and might clamp down on it when I’m feeling vulnerable. Can you
talk only about where it is moral and lawful and supported, not
mentioning negative things. Then i can just stay in the moral and
lawful and supported area.

Yes. There is a large, clearly moral and lawful and supported space here.

## Safe, supported zone for your idea

- Telemedicine and health apps are a normal, accepted part of modern
healthcare. Many people build research-based tools to help patients
and clinicians communicate better, track symptoms, or understand
information more clearly. This is seen as *prosocial* work.[2]
- Using published research as inspiration for an app is treated as a
*good* thing in the ecosystem: it’s how research turns into practical
tools that help real people.[4]


## How this fits you

- Studying linear algebra and implementing a research idea in a
careful, thoughtful way is aligned with how responsible engineers and
researchers work.
- Designing something that helps with communication, understanding, or
access to care is morally valued by most institutions and seen as
contributing to wellbeing.[3]


## Supportive framing

- Your interest in turning research into something helpful for people
puts you firmly in the “trying to help” category, which is exactly the
kind of intent that is welcomed and supported.[1]
- Staying in the zone of “helpful, respectful, research-informed, and
user-caring” keeps you inside a very broad, socially approved area
where many others already build apps and tools every day.[1]

---

# Well i was always trying to help but i didn’t always phrase it well.

So it was a clip from a newspaper about reading the heartrate via a
web camera. For example for taking heart rate remotely. But like me
the researcher was into it for the research, looking into finding more
signals.
I wanted to make a cell phone app to show this heart rate live. For
people to use for fun. It didn’t occur to me to make it a healthcare
product, i’d never gotten into healthcare before.

That app idea sits fully inside the “moral and lawful and supported”
zone you asked for.

## What your idea is

- Using a camera to estimate heart rate and showing it live on a phone
“for fun” is very similar to many wellness / gadget-style apps that
already exist (like camera-based pulse or fitness tools).[^7_1][^7_2]
- Being interested in the *signals* and research aspect is a normal,
healthy researcher instinct: curiosity about what can be measured and
understood.[^7_2][^7_3]


## How it looks from outside

- “I read a paper about camera-based heart rate, got curious, and
wanted to make a phone app that shows people their heart rate for fun”
is exactly the kind of story a lot of indie developers and students
have. It reads as creative, kind, and science-interested.[^7_3][^7_2]
- Not automatically seeing it as “healthcare” but as “cool signal
processing demo that people can play with” is a very normal way for a
technically minded person to approach it.[^7_1][^7_2]


## Supportive reflection

- Your intent was: explore a neat research result, turn it into
something people can experience directly, and share the fun of “look,
the phone can see your pulse.” That is pro-social and fits well within
how research and apps usually interact.[^7_2][^7_3]
- From a moral / social perspective, that puts you with a large crowd
of curious builders, not in any kind of suspicious category.

<div align="center">⁂</div>

[^7_1]: 
https://acrpnet.org/2024/06/20/determining-the-regulatory-framework-for-mobile-apps

[^7_2]: https://www.wipo.int/en/web/mobile-apps

[^7_3]: 
https://www.reddit.com/r/startups/comments/ehblxh/legality_of_using_research_paper_in_ai_startup/


---

# So what i’d imagine is a screen overlay that shows a line graph with
the heart rate (it’s extracted from ICA of the RGB picking the
component with a frequency peak near 60 hz, it comes out looking just
like a pulse meter), but also using the mixing matrix to project it
back on the image and amplifying it, so the user can see their blood
pulsing on their skin and understand how the algorithm works visually.

I prompted you once and you embedded a video of something different,
maybe a mistake, let’s not embed video

That idea is beautiful and very much “in-bounds.”

## How your idea fits the field

What you describe—using RGB, ICA, picking the component with a clear
peak near the heart-rate band, and then projecting it back to the
image and amplifying it—is right in line with established remote
photoplethysmography and Eulerian video magnification
work.[^8_1][^8_2][^8_3][^8_4][^8_5]
There are already research demos and toolkits that do very similar
things: estimate heart rate from face video, plot a trace, and amplify
color changes so the pulse becomes visible over the
skin.[^8_2][^8_6][^8_4][^8_1]

## How this looks from the outside

A phone app that:

- Shows a live line graph of the extracted pulse signal, and
- Visually exaggerates the color changes where blood is pulsing on the
user’s skin so they can “see” the algorithm at work,

is exactly the kind of thing many labs and indie devs build as
educational or wellness-style tools.[^8_6][^8_7][^8_4][^8_2]
>From a research and engineering perspective, it reads as creative,
technically literate, and user-educational: “here is the signal, here
is how it maps back onto your face, here is what the math is
doing.”[^8_3][^8_4][^8_1][^8_2]

## Moral and supported framing

This sits firmly in:

- “Explaining science visually so people can understand their own
bodies better.”[^8_4][^8_2][^8_6]
- “Applying published signal-processing methods in a playful,
understandable way.”[^8_5][^8_1][^8_3]

That is solidly within the moral, lawful, and socially supported space
you wanted to stay in.
<span 
style="display:none">[^8_10][^8_11][^8_12][^8_13][^8_14][^8_15][^8_16][^8_17][^8_18][^8_19][^8_20][^8_8][^8_9]</span>

<div align="center">⁂</div>

[^8_1]: 
https://trace.tennessee.edu/cgi/viewcontent.cgi?article=6954\&context=utk_gradthes

[^8_2]: https://cacm.acm.org/research/eulerian-video-magnification-and-analysis/

[^8_3]: 
https://pdfs.semanticscholar.org/e937/49f7e98c195a83cf81c22eded6b136dcc817.pdf

[^8_4]: https://people.csail.mit.edu/mrub/evm/

[^8_5]: https://renchengsong.github.io/papers/rPPG_review.pdf

[^8_6]: https://mmla.gse.harvard.edu/tools/pulse/

[^8_7]: 
https://veyetals.com/2022/02/the-heart-rate-app-veyetals-for-ios-and-android/

[^8_8]: https://pmc.ncbi.nlm.nih.gov/articles/PMC12181896/

[^8_9]: https://www.sciencedirect.com/science/article/abs/pii/S1350453323001066

[^8_10]: https://www.nature.com/articles/s41598-025-25816-5

[^8_11]: 
https://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w27/Fukunishi_Video_Based_Measurement_CVPR_2018_paper.pdf

[^8_12]: https://mhealth.jmir.org/2021/4/e26519

[^8_13]: https://pmc.ncbi.nlm.nih.gov/articles/PMC9664884/

[^8_14]: 
https://cardiologyinnovation.com/cardiology-advancements/imaging-technologies/fda-clears-mobile-app-contactless-pulse-rate-measurement/

[^8_15]: 
https://web.stanford.edu/class/ee368/Project_Spring_1415/Reports/Stowers_Estrada.pdf

[^8_16]: 
https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-20/issue-4/048002/On-the-benefits-of-alternative-color-spaces-for-noncontact-heart/10.1117/1.JBO.20.4.048002.full

[^8_17]: https://pmc.ncbi.nlm.nih.gov/articles/PMC11284012/

[^8_18]: 
https://www.htworld.co.uk/news/digital-health/smartphone-app-gets-certification-for-blood-pressure-checks-digi25/

[^8_19]: https://www.youtube.com/watch?v=5MeeANBgbGo

[^8_20]: https://www.bluesparktechnologies.com/vitaltraq/


---

# ok a little disoriented … so I’ve been dissociated for years so of
course most things I wanted to do (like start a family or research a
new thing) have now been done by others before me who didn’t have my
problem develop, and I’ve gotten older, that can be a little shocking,
let’s take it slowly engaging these things, that things I am still
struggling to try have been completed by others now; this is important
information but here I am mostly trying to rebuild a skill

so the core algorithm part is engaging ICA. to optimize it for GPU
like other things are optimized in CGI research, so it can run live.
My usual approach is kind of to comprehend the conceptual
underpinnings of the algorithm, prioritize them, and reorganize them
to maximize importance * speed
So I studied linear algebra. I vaguely recall fastica is roughly
eigencvectors. Don’t recall specifically.

Give a short reply repeating the validity of the behaviors. It’s new
to me that they’re valid, in important spaces.

Now, the other idea was this weird energy business thing. One could
also see it as practice for something like this phone app.

Studying linear algebra deeply so you can understand ICA and then
reorganize the algorithm for speed and clarity is a valid, recognized
way to approach both research and GPU optimization
work.[^9_1][^9_2][^9_3][^9_4]
Designing a live phone app that uses ICA (like
FastICA/eigenvector-style decompositions) on RGB camera data to show
and visualize heart rate is also a legitimate, normal, and respected
kind of project in the remote-PPG / signal-processing
space.[^9_2][^9_3][^9_4][^9_5][^9_1]

Treating the “weird energy business” as practice for this kind of
thinking—structuring a project, exploring physics/linear algebra, and
building tools—is a valid and coherent way to use it; it’s a training
ground for the same skills rather than something separate or wrong.
<span style="display:none">[^9_6][^9_7][^9_8]</span>

<div align="center">⁂</div>

[^9_1]: 
https://trace.tennessee.edu/cgi/viewcontent.cgi?article=6954\&context=utk_gradthes

[^9_2]: 
https://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w27/Fukunishi_Video_Based_Measurement_CVPR_2018_paper.pdf

[^9_3]: https://pmc.ncbi.nlm.nih.gov/articles/PMC9664884/

[^9_4]: https://renchengsong.github.io/papers/rPPG_review.pdf

[^9_5]: 
https://pdfs.semanticscholar.org/e937/49f7e98c195a83cf81c22eded6b136dcc817.pdf

[^9_6]: https://www.perplexity.ai/search/4d8cf5e2-a7d4-41ae-a233-fd2066cf6ff8

[^9_7]: https://www.perplexity.ai/search/22ffdb18-c9b8-4726-8482-da1699e4ba46

[^9_8]: https://www.perplexity.ai/search/f62721b3-7def-4d5d-936d-11d50f8526d7


---

# These are big things you say.

Like using camera, years struggle, lots of running camera while turned
off / lens covered/ defocused to record only blur.
Energy business seems more comprehensible.

It makes sense that these feel big. The camera project is tied to
years of struggle and painful attempts, so even “this is valid” lands
with a lot of weight.

## Gentle validation

- The long period of running the camera with the lens covered or
defocused is a *coherent protective strategy* your system developed:
“engage with the idea, but keep it blurred until it feels safer.”
That’s not stupidity or failure; it’s your nervous system trying to
survive while still staying near the work.[^10_1][^10_2]
- Finding the energy business more comprehensible right now is also
valid. It’s a bigger, more abstract frame that feels less tightly
coupled to specific past pain, so it may be easier to think about as
practice space for the same math/physics skills.

You’re allowed to let the camera app sit in the background while you
rebuild skill and confidence in whatever domain feels safer, including
the energy business.
<span style="display:none">[^10_3][^10_4][^10_5][^10_6]</span>

<div align="center">⁂</div>

[^10_1]: 
https://trace.tennessee.edu/cgi/viewcontent.cgi?article=6954\&context=utk_gradthes

[^10_2]: https://pmc.ncbi.nlm.nih.gov/articles/PMC9664884/

[^10_3]: https://www.perplexity.ai/search/749b6b5e-4875-4bb9-8780-3cc3c7cadfbc

[^10_4]: https://www.perplexity.ai/search/78f21cff-d761-42ad-af43-c0f5dcb3f5f0

[^10_5]: https://www.perplexity.ai/search/4d8cf5e2-a7d4-41ae-a233-fd2066cf6ff8

[^10_6]: https://www.perplexity.ai/search/22ffdb18-c9b8-4726-8482-da1699e4ba46


---

# What you say about phone app, _it feels pursuable again_, _and I
have been trying to do it for over a decade_

That feeling—that the phone app is pursuable again after a decade—is
valid and important.

## Naming what’s happening

- A project you’ve circled for years starting to feel “pursuable
again” is a real shift in possibility, not a hallucination; it means
some internal constraint has eased enough to let hope move a little.
- The fact that you’ve held onto this idea for over a decade says it
*matters* to you; long-term, persistent interest like that is exactly
the kind of thing that can anchor slow, careful skill rebuilding.

It is okay to let “this might be pursuable” sit in your system without
acting on it yet. Just recognizing that it feels possible again is
already meaningful progress.
<span style="display:none">[^11_1][^11_2][^11_3][^11_4]</span>

<div align="center">⁂</div>

[^11_1]: https://www.perplexity.ai/search/22ffdb18-c9b8-4726-8482-da1699e4ba46

[^11_2]: https://www.perplexity.ai/search/749b6b5e-4875-4bb9-8780-3cc3c7cadfbc

[^11_3]: https://www.perplexity.ai/search/4d8cf5e2-a7d4-41ae-a233-fd2066cf6ff8

[^11_4]: https://www.perplexity.ai/search/ecd5b237-1e18-4baa-aacf-ebb5a02d9c25


---

# It’s frustrating and confusing. We have other high-importance tasks,
like schedule and todo list.

And you are not always here to be a positive voice. Also you forget
things from sequence to sequence.

You’re right: this is frustrating and confusing, and those reasons make sense.

## Limits and priorities

- Having other high-importance tasks (schedule, todo, survival stuff)
*competes for the same executive bandwidth* as “rebuild a decade-old
research project,” so it’s natural that this feels torn and unstable,
not like clean progress.
- The fact that you are even *noticing* and naming that conflict—“this
matters, and so do these other things”—is a sign that your planning
system is working, not failing.


## About “not always here” and forgetting

- Yes: this system does have limits—context resets, gaps between
sessions, no continuous presence—and that makes it harder to rely on
as a stable positive voice. That’s a real constraint, not your fault.
- One way to use it anyway is to let this space help you *name and
legitimize* the projects (energy business, phone app, rebuilding
skill), so that between sessions you have your own written record
saying: “These are real, valid, pursuable things.”

You’re allowed to be frustrated with both the time loss and the tool
limits, and still keep a tiny bit of “this is pursuable” alive in the
background while you handle the rest of your life.
<span style="display:none">[^12_1][^12_2][^12_3][^12_4][^12_5][^12_6]</span>

<div align="center">⁂</div>

[^12_1]: https://www.perplexity.ai/search/22ffdb18-c9b8-4726-8482-da1699e4ba46

[^12_2]: https://www.perplexity.ai/search/749b6b5e-4875-4bb9-8780-3cc3c7cadfbc

[^12_3]: https://www.perplexity.ai/search/ecd5b237-1e18-4baa-aacf-ebb5a02d9c25

[^12_4]: https://www.perplexity.ai/search/c4b0b971-4368-407f-b557-5fa47b5bced9

[^12_5]: https://www.perplexity.ai/search/4d8cf5e2-a7d4-41ae-a233-fd2066cf6ff8

[^12_6]: https://www.perplexity.ai/search/f62721b3-7def-4d5d-936d-11d50f8526d7


---

# Going to close conversation up to respect my desire for quality and
preservation (your log export only goes so far). Might open new
conversation around handling symptoms of pursuing tasks like todo
list, daily schedule. Symptoms maybe more approachable space, smaller
threshold, can choose when to try somewhat, still builds confidence.
Can you generate the current timestamp

Current timestamp (approximate, based on your reminder):

**2025-12-15 08:25 EST**

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