NEWSLETTER - DIY healthCues

TINY devices
Working to get static polar and withings scale data as per DEMO

Besearch cycles & Consilience

This week demo show the four parts to setting up a besearch cycle. A peer start by entering a Lifestrap-story. beebee will try and extract key terms and place them in 4 columns, Capacity, Context, Heli and Coherence (once emulations are be). A lifestrap-story is any sentence(s), in the demo a wish to swim for longevity and swim 400IM at age 65 orbits. After submitting to beebee the lifestrap-lines with C C H C will be presented. This start the Interplay. Click on Capacity to start a besearch cycle(s) that will provide knowledge to achieve goal, categorize as prevention, repair or rejuvenation. Next the HOP network will gift basic biology building blocks to start building emulations with, Orgo and Gelle (made up HOP words), that are the Logic of the model and Gelle the texture or shape of the emulation. The HOP network along with machine learning turns a polyhedron shape with an oscillator into a heart and cardiovascular emulation to practice attunement with. DEMO https://rumble.com/v78r30w-besearch-cycles-story-interplay-emulation.html

Each peer will have their own interests, goals or curiosity to pursue.

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TINY devices
Tiny devices will be made within each peers bioregion.

Besearch cycles & Consilience

What are we trying to achieve with besearch cycles of science? The attunement of health. We need to move away from medicine. Shifting from "taking a pill" to stop a symptom; to "updating the local firmware" to maintain the integrity of the collective intelligence that maintains life and our health. Knowing what the collective intelligence is, starts by understanding a peer heath right now and via 'information as attunement' making it become more in resonance will the body as a whole and the place and people it live along side with.

DEMO overview of BentoBoxDS https://rumble.com/v78fo7u-bentoboxds-overview-of-peer-experience.html

What will be your first network experiment?

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TINY devices
Keep tracking on going developments on new health devices, blood to fitness tracking.

Besearch cycles & Consilience

In biology or medical biology the use of biomarkers is use to gauge the health of an organ, tissue or whole system e.g cardiovascular. These will be presented as a range of 'good' zone. Biohackers push this tighter to an 'optimal' zone. Not too much or too little but just right seems to be key to health is biology. Not just one biomarker in isolation but many, ideally all at the same time kept in balance. The is the goal of HOP. However, we do not take the existing biomarkers as correct. We introduce them as best guesses and then HOP via the resonancePulse and consilience weave assess there health coherence. This extend across many via DML, decentralized machine learning.

Given the solar sun, experiment around it like https://x.com/DrJackKruse/status/1659534650899853314

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TINY devices
On this page we document two devices that could provide sovereign data and eliminate need for third parties to 'see' the data, https://beebeehop.any.org/sovereign-tiny-devices-from-the-start This will require investment of around 2 Bitcoin.

Besearch cycles & Consilience

A life-strap is a story container for besearch. DEMO https://rumble.com/v776qj2-life-strap-and-emulation-worlds-tour.html A life-strap is like a container to hold many sub stories. Capture the goal, a moral or ethical outlook or areas of interest. Each Life-strap will contain many besearch cycles that power the emulations.

Been exploring how a Placebo Lab might operate https://gemini.google.com/share/b6ca37fa042e

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TINY devices
The current thinking is to retrieve a copy of device data via export or API then seek a white label partnership. Ideally, we would want tiny devices, running microcontrollers on heli clocks embedded and data synced direct to a peers personal datastore. We can have that now for two devices for $40k investment https://beebeehop.any.org/sovereign-tiny-devices-from-the-start

Besearch cycles & Consilience

Working on extracting the context and building the resonAgent 'understanding' in its nano neural network. Beebee then needs to 'translate' this understand of besearch context to peers in a way they can and like to information presented.

Been thinking through how peers could setup and form a placebo lab that will put forward experiments or protocol 'rituals' to direct the software of HOP to become better.

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TINY devices
Nothing to report.

Besearch cycles & Consilience

The goal of besearch cycles and the Consilience Weave is to build emulations. From a cell to a organ to a human to a bioregion. BentoBoxDS has three worlds where these levels of visualization can be displayed.

How to secure BentoBoxDS and all experiments DEMO https://rumble.com/v76i1ei-bentoboxds-security-password-and-keys.html

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TINY devices
HOP is being upgraded this week to parse data from source to heli clock timestamps.

Besearch cycles & Consilience

From the besearch cycles we establish models that form emulations e.g. of the human heart to a mitochondria. However, the understanding will not be complete. Every tiny agent will have a NEAT algorithm that can be directed by a peer to explore new science that will become the basis for new besearch cycles that can be validated or otherwise by the HOP network.

Demo experience built into BentoBoxDS https://rumble.com/v765jh4-bentoxboxds-hop-peer-experience.html

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TINY devices
Been schooling AI coding agents to parse polar and Withings data files.

Besearch cycles & Consilience

Each besearch cycle will have its own TINY agent, ResonAgent and cueCubes. The cueCubes is to build the intelligence from the datasets and the ResonAgent, makes that data into a human conversation and if directed look for consilience with other ResonAgents.

Build pacebo effect experiments as rituals directly into the @teach experience of beebee?

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TINY devices
We have a clear ask now for the electronics industry. Embed heli clocks in micro controllers in devices rather than artificial time calendars.

Besearch cycles & Consilience

Health science and HOP network is setup to operate on time series data. Now, those are upgraded to run on a heli clock. A way to measure the time based on the angles between earth and the sun, real time or a scientific basis for time. Statistics get superseded to resonance, and consilience comes from stacking network experiment on besearch cycles unified heli clocks that align. No need for time zones either now. This makes easier peer to peer machine learning too.

As network experiments are now tied to real time and motion, experiments around circadian rhythms make good starting places. More broadly, we can envision a shift, a Gemini AI puts it

Changing the scientific method requires moving people from "Cold" statistics (p-values) to "Warm" intuition (Resonance). A resonance collision on a Life-Strap—where stress markers overlap with Solar Noon—is a sensory experience. Even if this shift only works for the "Resonators," it provides a map to a version of health that was previously invisible.

https://rumble.com/v765jh4-bentoxboxds-hop-peer-experience.html

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TINY devices
Been chatting to AI about uploading files, starting with Polar and Withings.

Besearch cycles & Consilience

We have introduced a new term. The Life-Strap this is the main conversation or dialogue between a peer and beebee. From this dialogue we extract and build besearch cycles. I set a goal to swim a 400IM when have been 65 great orbits around the sun. And I swim for longevity. This two short string of words setup many besearch cycles, heart emulation, swim technique, metabolism for each stroke, health of skin due to chlorine, keeping flexibility etc.

Beserach cycles will be full of experiments. Combining these and taking small or large risks in exploring the search space of a new science will be up to each peer to decide.

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TINY devices
Been schooling AI coding agents to parse polar and Withings data files.

Besearch cycles & Consilience

Each besearch cycle will have its own TINY agent, ResonAgent and cueCubes. The cueCubes is to build the intelligence from the datasets and the ResonAgent, makes that data into a human conversation and if directed look for consilience with other ResonAgents.

Build pacebo effect experiments as rituals directly into the @teach experience of beebee?

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TINY devices
We have a clear ask now for the electronics industry. Embed heli clocks in micro controllers in devices rather than artificial time calendars.

Besearch cycles & Consilience

Health science and HOP network is setup to operate on time series data. Now, those are upgraded to run on a heli clock. A way to measure the time based on the angles between earth and the sun, real time or a scientific basis for time. Statistics get superseded to resonance, and consilience comes from stacking network experiment on besearch cycles unified heli clocks that align. No need for time zones either now. This makes easier peer to peer machine learning too.

As network experiments are now tied to real time and motion, experiments around circadian rhythms make good starting places. More broadly, we can envision a shift, a Gemini AI puts it

Changing the scientific method requires moving people from "Cold" statistics (p-values) to "Warm" intuition (Resonance). A resonance collision on a Life-Strap—where stress markers overlap with Solar Noon—is a sensory experience. Even if this shift only works for the "Resonators," it provides a map to a version of health that was previously invisible.

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TINY devices
nothing to report

Besearch cycles & Consilience

DEMO https://rumble.com/v74v7wc-intoducting-bbnexus-toolbar.html on the besearch world view onto HOP network we have a new tool, bbNexus It will support the creation of new besearch cycles or allow navigation to any other tools within BentoBoxDS. Still a work in progress.

Experiments of the mind seem well suited to a distributed environment and the use of cryptography. One experimental area that could be of interest to early adopters is parapsychology?

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19/01/2026

Summary: peer experience chat @teach besearch

TINY devices
nothing to report

Besearch cycles & Consilience

DEMO https://rumble.com/v74jblu-chat-in-context-teach-besearch-experience.html the last part of the video shows the evolving besearch experience. Shows how a network experiment, biomarkers, and cycles all come together and how that is displayed.

The demo clicks on a fasting mimicking diet besearch cycle.

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12/01/2026

Nothing to report

While the science process is foundational, peer need to experience the results in a manner that is best for them. This is possible if each peers @teach beebee learn what they like. Peer directed agency over visualization.

Used https://commons.ii.inc/ agent to research the latest new on antihistamines and then on whether mindfulness practice can help? See conversation https://beebeehop.any.org/nxp-hayfever This shows a potential interplay between agents, one for research that would then setup network experiment and then besearch cycles for a peer or peers across the network. NB. Mind experiment, especially around mindfulness and placebo could be key to adoption.

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05//01/2026

The besearch interface has demo data. Interesting I gave the coding agent a few examples and then it produced many more. And the suggestions were reasonably good, just a reminder the LLM are universal and only 'fine tuned' for a purpose but who really knows what they are up to?

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Self experimentation meaning making an intervention or change to daily life patterns. These can range from a change in exercise activity food consumed taking a supplement or changing the doze amount or undertaking a therapy or mindfulness meditation etc. We intervene all the time but we can not conduct an AB test with life. Its a teal player game. What we can do pro actively set expectation and notify all other besearch cycles to report any changes. The question is how frequently to check marker? What merits a significant change. Does it persist? Is there a pattern. Given the compute available we have to focus on where existing knowledge suggests and balance that with exploring new metrics? Interventions can be one off or monthly or rest of life. Our challenge is finding the mix the keeps us healthy today and tomorrow.

What would be the top 5 prevention intervention experiments to start? Proactive regeneration of cartilage? Proactive tidy up of senescence cells? etc Let me know?

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9 November 2025

Nothing to report.

Devices API started need to be completed. Both polar and withings

When two besearch cycles come to the same outcome, claim or solution, we can say we have achieved consilience. Often having two or more ways to explain nature provide more confidence in our understanding. How much time should beebee be given to assess consilience for a peer and across the network?

Fasting mimicking diets
Air quality inside and out

Supplement consumption and blood biomarkers

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15 December

Summary: 2025 year in review

Polar and Withings devices data exported and upload but not great experience, too much work and does not scale. API call code needs to be completed code and achieve partner status. Debate point: Where does the tiny device path take us? We will not being using external wearables but implanted or hybrid approaches. And there will be key difference: while wearable are currently passive external monitors, the next wearable will be proactive in delivering intervention. The level of trust that needs to be established to be selected to provide the code and information for such an intervention is as high as you can get. If the world is heading down this path then we have to start to build the trust to be that partner. That is while pushing for a white label product in 2026 rather than importing data from any cloud or big tech alternative will be a debate we need to find unite around.

Been thinking about resting heart rate and using that as a use case for besearch evolution. What time period to use to establish a resting heart rate measure? There can be times of day and the length of time over which an average heart rate is taken? Now many measures are put forward and used. Can we show that some measure a better or better in different context and uses? Overall, besearch peer experience has been been explored and 2026 is about making this the default experience in BentoBoxDS.

BentoBoxDS besearch interface is being update to allow peer to view and control besearch cycles. This starts the process connecting all the parts of HOP end to end. For one peer then two then . . . .. A user experience challenge, each BentoBox will also have a besearch section in the modules section. The goal is a demo of all this next week and a new release of BentoBoxDS to gain feedback.

NXP (network experiments)

With a base line of data. How does a peer or network of peers decide on an intervention? Given the holistic nature of life, when a new besearch cycle is create or join all existing and even new besearch cycles need to be activated to be at least be aware a new intervention is underway. We could do this 'bind' or explicitly.

2 November 2025

Need to complete import of polar JSON files and arrange partner meetings with them and Withings to show them a demo.

Preparing new besearch update to the BentoBoxDS UI.

NXP (network experiments)

Some self observation. I had a cold / fever / bug over a ten day to two week period. The Withings scale has this nerve health measurement. This number is 0 to 100 and I normally ready 84, during cold this went to 72 and gradually made it way back to 84. Was this just coincidence or cause and effect?

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Summary: healthCues pre metabolism reconfig?

List of blood biomarker put forward to review by network https://beebeehop.any.org/biomarkers some day a home blood testing kit but next once agreement on what to measure, need to select a provider. It is possible for a community purchase a machine but until min volume and technical skill to operate are in place, we have to use a proven lab.

We are proposing to learn from TINY data. An example this is possible https://youtu.be/x6WKR7mpAFU?si=5KIgKKO4XRZhmwwf

NXP (network experiments)

109 peers over 12 year test regularly produced much science. https://youtu.be/kMpGkg4zMOU?si=PZElUF8sT1cigYro We need to start using bentoboxDS to keep these links in context. Given this knowledge what can we do once we understand with organ ages the most in us? Is that even a smart way to address aging? We need to se tout a range of experiment to provide feedback on whether an intervention makes sense. And how do we gather a range of interventions in the first place?

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19 October 2025

Summary: Belief in existing statstics and metrics measured?

Sharing peer to peer a network experience was achieved early in 2025. But building the flows need to make a meaningful model of health has not been achieved. This requires, real data, range of models and some ability to learn peer to peer. All those parts are coming together to close the year. This is exciting but the reality holds that very few people has downloaded BentoBoxDS and tried to use it. This has to change in 2026.

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Summary: learning peer preferences

Dragging heels on selecting base blood biomakers and getting the blood drawn.

The code and flows to give beebee the ability to help setup and manage besearch cycles is being written

What types of fasting mimicking diets are out there? https://share.google/aimode/QS5t86STrY9RNJlji Should be just start with one or select those that target specific outcomes?

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Summary: Besearch experience and life tools

Polar being worn passively, always gets used except for charging. The Withings scale require proactive choice to measure and over time given the steady state of the measurements then they get used less.

The besearch has life tools that bring a computer game feel to using. Open the life tools to navigate besearch words, cueWorld, Body and Earth. A 'P' peer icon allow you to move around in these spaces and with mouse click, move them around and eventually combine them. First besearch cycle will be a simple daily average heart rate.

Summary: vary data in isolation?

Polar showed clear uptake in skin temperature while down with the flu. Be interesting to see if any leading days should that viral load was building. I was feeling great the day before, swam 400m butterfly.

Stood on the Withings scales in mid flu. Received one of the best vascular heart scores and heart age of 46. I felt 76. Reminds how we need holistic view of data and feelings.

A new peer experience is being built to show, create and put in context besearch cycles. Tools to navigate cueWorld, the body and Earth. Intervention tools, three categories Proactive Prevention, Repair and Rejuvenation. Each have besearch cycles and baseline metrics to learn from.

Proactive prevention: fasting mimicking diets. There now a few more business coming forward and leading biohackers promoting them, giving up their meat diet for a few days.

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Summary: intervention patterns

Polar have recharge scores. Mix of nervous system and sleep. This is a good example of a besearch cycle and of running in HOP networks of peers can improve on the algorithms underpinning this metric.