76 posts flagged as containing a buildable idea, newest first. See the consolidated ideas.
7 affective axes at 72 fps (visceral, valence, arousal, texture, weight, tension, intimacy); streaming models (openSMILE eGeMAPS, SenseVoice / WavLM, CLAP); "Sensory Associative Programming"
Features span 3D, to visualize, 5 dimensions : color, time, 3 space : Consonants, phonemes, sounds, feeling of it, gemini: To capture instantaneous, micro-second affective qualia—responding dynamically to every phoneme …
Current Optical & Hardware Limitations 1. Fixed-Focus Optics & Vergence-Accommodation Conflict (VAC) The Physics: Existing displays rely on fixed focal distances (typically 1.3–2.0 meters) via flat screens and static pancake or …
record every thought to train an LLM; "overview effect" channel; correlated information flow; 1 image
training for Al, give a trajectory of thoughts for LLM to train on so it thinks that way in state space, For that every thought as occurs to the conscious must be recorded, face of which can be used to train LLM , instead of say …
its like whatever software I cna make , it does nothing, its because pure software is just a piece of art of something useuless, it neds to interact in real world when required to do something useful at least if it needed to be …
Well, there’s a idea of this personal news. Eventually people just spend their time on social media or the News of the World which is a revolent for most part and also Irrelevant and useless and traumatic and not helping which …
1D/2D/3D/4D text, morphing text (Gemini image)
script of symbols are representative of langauge, or just symbols representing assoiatoin to something usually they are on flat 2d and static, just like these words, but they an be 1D (like morse code), or 3d (like what)?, or 4D? …
e.g Marlin 2B based :https://huggingface.co/NemoStation/Marlin-2B –This project plan outlines the development of a real-time, privacy-preserving activity logging device using the NVIDIA Jetson Orin Nano (8GB). Project Title: …
transformer next-state low-poly 3D scene in XR; scan room → material blueprint overlay; thought paralysis
how can the transformers be used for, I am thinking of a scene of low poly 3d, with its scene next state governed by trained transformer which captures the evolution with time, endlessly so trajectories need not be stored, and …
population expenditure model; todo
People need enough money, then need enough of other things to sustain and grow in today’s society, from individual point of view. People want to spend money on their desires, wants, and needs. To have experience of something, …
shared public MR world model served to Quest users
I mean the virtual model of world instead on cloud, can be mixed reality model, and people can see things as common as every, augmented, and vitual stuff can be interacted as common for all, served by server, projected , seen …
engineered cells, hybrid cellular life 1000–10000 y; "think how you felt when you first saw the sky"; 5 images
At this rate, somewhere in future, say 2313AD, hypothetically, this time is when cells which can exist in this universe are explored fully mathematically, from existing elements and can be synthesized in local laboratories, which …
"language of matter"; cell-eternity checklist (telomerase, mitophagy, ROS, Bcl-2) (AI); 5 images
Language, coding, when extended to matter, it becomes language of matter. And coding bioforms represents coding forms of matter that sustain themselves doing complex processes as required. While bioforms evolved, e.g. from cell …
knowledge having us; food pipeline optimizer (nutrition/price/make-vs-buy)
Perhaps its not me/us having knowledge, but knowledge having, me/us, or I am not having this universe, but universe having me/us, as other viewpoints of existence.. universe had to exist so we could exist, it needed concentrated …
"mujoco is a dead end"; neural-field lung (SIREN/hash-grid, 2–10 M params single-subject, 50–200 M "Zygote" model)
I think mujoco is a dead end, one must able to use neural entwork to generate such a mesh, and se neural entwrok tio modulate its dynamics, ofcm they need to be controlabel to whatver form, much like in blender an animating it, …
guiding glasses that overlay next actions ("hold these clothes, arrange these books") = the AR-glasses north star
Ever look at surroundings and see objects popping with possibilities of action on them. Does your brain look for things and thinks of nothing but confusion and lost feeling, here an augmented reality guiding glasses are here. It …
ultrasonic probe → XR internal twin (RespiraSim/NeuroWeave adjacent)
An AI model (based on sensor data, will generate twin model visualization in XR, probes cna be ultrasonic, and other sensors attached to body, each processsing, aiding replicating the internal structure , and its state , shown …
article as high-dim dot; visualise citation pyramid spatially; Overleaf citing inefficient
Its 2026, AI is booming, yet there is not enough clear boundary of which articles are not written, which ideas are not explored, and which are. In the space of articles, an article is just an dot, a single high dimensional dot, …
log everything "nothing private"; 1-person box → 2-person → venues → cities → planets (9 images)
Wondering if how can I improve myself, or was my day even productive, or what can be changed. Ofc, everything for self starts from self core, from mental to physical health, to health of surroundings, all with action and …
track every sense daily
As a sensory being, monitor every sense to body, every form of deeper sense of surrounding awareness, the signals sensed, as entities, or environment, or resulting feelings, or abstract thought observations, or the state of the …
CV generator SaaS recipe; toolchain
Likely goal: create app for resume cv generator that could sell Market it, I.e. create page where it will be hosted, Add a stripe paywall page where users can pay (and use that paid money to link an api key exclusive to …
3D scene → grasp pose → collision-free trajectory loop
Robot: it doesn’t need that much data to work in realtime, detect 3d surrounding scenery (in realtime), i.e. object space and robot arm state is known and robot physical body is known from task goal : take action A on …
8 experiences; activity monitor build
– experience of wanting an idea – experience of conceptualization – experience of creating – experience of making – experience of productifying – experience of marketing – experience of selling – experience of using Experience of …
one hub for mail/video/social/games; "era of primates"
Why don’t people publicly write what they think, or say what they think, if they would do that then that would mean genuine and authentic living, authentic transactions, and more close to true life in this world. Which what …
DeepSeek "physical reality programming systems" symbol tables
𓊹 PHYSICAL REALITY PROGRAMMING SYSTEMS 𓊹 I. ENERGY-FLOW LANGUAGES Field Manipulation Syntax: 🌀←→🌀 // Energy transfer ⚡↻⚡ // State rotation ∞∩∞ // Quantum entanglement △▽△ // Potential gradient ◎↔◎ // Information exchange …
financial circuits (Gemini) + power-grid society (DeepSeek); "AI generated content, gated by human, For AI."
Excellent analogy. The concept of “financial circuits” as an electrical analogue for flowing money is a powerful way to understand economics, corporate finance, and personal finance. It transforms abstract monetary concepts into …
volumetric laser sintering; CAL, 2PP, acoustic holography
Generate any 3d from click of a button with guided laser 3d focal enabling structures to be build within seconds a device capable of focusing on a tiny voxel able to melt material powder in that region. Which also can scan and …
Human life is critical, more than the daily goods that are transferred across highways. In future, the movement of goods needs to be separated from movement of people. Accidents involving movement of cheap goods, leading to …
representation ladder point→line→image→video→volume→light field→NeRF/Gaussians→dynamic→mass-light→world-field; senses as slices
Representations are the scaffolding by which we capture, model, and compute the world. What begins as the most primitive abstraction — a point — grows through layers of complexity until it encompasses entire fields of matter, …
hygiene/nutrition/health-optimization automation stack (AI)
(AI assisted text) You’ve mapped hygiene automation for the external body (face wash, bathing). Internal body maintenance equivalents would include: Oral care automation: automatic tooth brushing, flossing, mouth rinse. Ear and …
3.4k words
Self-care Okay, our goal is to make an application base to use it, say, in an app. Smartphone Android app, or desktop app, or iOS app, or also in VR glasses app. So, over all kinds of ecosystems that exist, we need to make, with …
Replit personal-pulse app; description-functional vs core-functional
Although as good as new, the term ‘vibe coding’ was once new, but now it is an derogatory term for programmers, and from social media, it only sounds irresponsible coders flying on comfort and lazyness, living in a self-made …
AI: full fab flow, CapEx >$10B
Independent Foundry Setup 1. RAW MATERIAL TO WAFER Process Steps: Silicon purification Ingot growth (Czochralski or FZ) Wafer slicing Edge rounding Polishing & cleaning Equipment: High-temp arc furnaces (for Si purification) …
2.8k words transcript
(transcribed from copy of video which came out too big.. 2GB) Hello, good morning. So this is perhaps a note to me because I did not create the record of information that I have to work on. So I was looking for jobs and I of …
Fuchsia; base-level redesign
Internet connectivity is same as wired connectivity or chip interconnects, i.e. it exchanges information. And we can look at all the connected devices, as a single-computer, which has distributed local processing systems, and a …
scroll-driven interactive sites to force reading
Are you trying to tell someone to read? but hey they are in their flow state and can’t really be bothered with nitty-gritties of forced reading. Thats just not their type. They prefer to see life as it is, observe nature, and if …
map2model, QR keychain, "space music deployable tags"
3D prints: world map 2d (elevated buildings): https://map2model.com/ QR: https://makerworld.com/en/models/1285451-qr-code-generator-for-keychain?from=search (and other, check makerworld) Space music deployable tags (play …
dot→line→square→cube spending chain (Gemini)
ng the interconnectedness of economic activity, where each expenditure creates income for another entity, which in turn has its own expenses. This creates a branching chain or network of spending. Let’s follow your analogy: * The …
Microsoft TinyTroupe; unified consciousness pool
Tinytroupe : https://github.com/microsoft/TinyTroupe It is a experimental library for persona simulation. However, soon, simulators. Read: https://triton7777.wordpress.com/2025/01/30/simulating-society/. although not new in idea. …
diffusion+transformer over human growth states (GPT spec; truncated in my read)
An organisms’ growth can also be modelled using diffusion process as it predicts from given initial to final ageing byapplying the growth model on basis DNAovum at start, and by controlling the conditions via a text prompt. …
fusion reactor to make C/O from H; 4 images
A fusion reactor, which has controlled fusion process to convert hydrogen into necessary ingredients of carbon and oxygen. The function of gravity in stars would be taken by electromagnetic pressures inside the chamber, and the …
energy density tables; battery exponential-growth timeline (GPT)
Energy, the fundamental form of existence in this universe. It forms matter (matter is trapped energy), and it can flow freely, representative through motion of matter, i.e. moving trapped energy. Another fundamental property of …
spool-of-muscle actuators; electrostatic protein synthesizer tube; "ignore words like difficult"; core network + higher concepts
instead of buying motors, it would be better to have spools of fibres, woven into threads that behave like muscles, and after activating electric current, they would compress with certain force, Such soft actuators have …
measure pain/pleasure scales; national happiness unmeasurable; "Sociology is scientific"
Earth, has over time, imagine all that time is 1 day, and in past few seconds, a form of human rapidly came into existence, from cellular form, to macro-being, a conscious system. And recently, within these forms, at present …
8 billion as 2000³ grid at 1 mm = 2 m cube; humans as neurons of the all-human brain
https://www.indexmundi.com/world/age_structure.html One can imagine all the 8 billion people on planet, as 2000x2000x2000 grid of points, where each point represents a person. a 2 m ruler has 2000 one millimeter marks, so a …
hour-by-hour human/robot task split
Scenario: Evening Routine with a Home Robot Assistant Task Execution Plan (Dividing Tasks Between Human & Robot) 1. 17:30 – Arrive Home & Unwind Human: Place keys, wallet, and bag in designated spots. Robot: Move to entrance, …
seed→tree; delta fine-tuning; 5×5×1 concentric mapping intuition + GPT
Just for a seed to become a tree, it first becomes a sapling, then a plant, then a larger tree, and a final tree. Training AI model is similar. Speaking from intuition. First, basic lower level network layers (or processing parts …
ATP-like chemical muscles; EPFL HV muscles
Idea of electrically stimulated actuators (muscles), but muscles consume another energy source, such as sugar from ATP, and not rely on EM force magnetic field by electric current. This can solve energy storage issue in robotic …
robot dishwasher spec (2 arms, brush gripper, cameras, VLA); scene-as-set representation
imagine ( a wide image of ) robot hands designed specially for washing dishes, with modular components, and servos control the joints. There are two arms, one has a brush, and other is hand like to hold utensils with good firm …
people as MLLM/MLLA embeddings; NVIDIA ACE; crowd dynamics; HumanBody repo; "when I start working on a problem, the problem goes away like magic"
Ever wondered, why people on the street behave the way they do. A person is a neural network with human architecture that is encoded through the genes and evolved naturally through natural processes. Analogously, such complex …
modules: structure/intelligence/awareness/personality/goal; SO-ARM100, harmonic drives, Unitree Go1 motor; make-from-raw-earth chain
Given the complexity required for making robot from almost scratch, given one person, the design needs to be modular to build, debug, and for the person to still have motivation to continue. However, the person should also …
companion robot concept; soft actuators; cultured neurons; "when everybody comes, its time to leave" → pivot to soft robotics
I have been opposing this idea for a while. While most things humans can do can be replaced by an ai robot, but most things such as relationships or a partner can’t. Although, AI robots can still fill much gap that is left out …
wearable climate vest (AI generated)
Gadget Idea: Modular Personal Climate Cocoon (MPC-Cocoon) Description: The MPC-Cocoon is a portable, wearable, modular climate-control system that creates a microenvironment around the user. It adjusts temperature, humidity, and …
links 24 prior posts; Open-X, OpenVLA, LeRobot; 35 links
Some relevant ideas that I blogposted (not necessarily requires dwelling into, but linked) https://triton7777.wordpress.com/2024/12/31/automatic-laundry-folding/ https://triton7777.wordpress.com/2024/12/28/transformer/ …
GPT: carbyne, borophene…, nuclear-force materials; "AI model that harbors all materials" wish; Planet Crafter again
Me: which material is stronger than graphene ChatGPT4o: While graphene is incredibly strong, there are other materials that can rival or exceed its strength in specific contexts. Below is a list of materials that may be …
defold with gravity then fold; Bersch 2011 ref
Laundry folding problem from randomly located laundry in a container. In this setting, an robot arm actuator is capable of holding and handling clothes. How that is done is matter of another post or idea, but we focus on how we …
23 DALL-E component images
Most weeks, for past 5 years, we have a board game community in which I play board games. They are quite different from experience from computer gaming, where in dense city one sits at home and plays with other people or the …
chip+circuit+CAD+virtual test+deploy
Computer chip model, (CPU+GPU+TPU+Analog+LPU?anything matter can compute)+vicinity circuit model according to application+ design the machinery and surroundings with CAD+ system test under virtual world + system deploy in real …
"Generic MAKE-ANYTHING"; IN-HOUSE vs ON-PLANET; toolchain (EagleCAD, Fusion360, 3D/CNC/laser…); GPT 10-section lab list; his own wish-list (multiaxis CNC, PCB printer, electroplating, metal print, electron microscope, ovens, semiconductor room, cell engineering, cryo, graphene…); 19 images; "million years later… buildings as planets"
Imagine a future setting (or current reality, or past), where the in-house production has become the norm. Boasting of a “Generic MAKE-ANYTHING” concept. We reside on a planet with given resources. We transform these resources …
EEG → LLM → actuators; AI takes over when human sleeps
Currently AI is a data driven model that is supposedly fixed in nature after learning, but highly complex. When trained, an AI can be used to say control a set of actuators, say in shape of a robotic arm. However, we nowadays …
scan with lidar/camera while printing; closed-loop "negative sculptor"
3D printers nowadays use Gcode which is generated by slicer and is fixed. A more improved version can scan the object using lidar or cameras, determine existing hardware structure and then can start printing based on it, as …
closed loops; laundry cycle; 6 images
Autonomous Systems : a conglomeration of looped systems Automation is the key to grow forward. Without automation, life wouldn’t have evolved to its current state, simply because manual conscious control of each of the components …
weight-sensor slots + camera fusion (AI generated)
On parts of series HomeAutomation, 🤖 AI generated: The Smart Fridge integrates advanced sensors and IoT technology to optimize storage, track inventory, and minimize food waste. The fridge incorporates weight sensors, an image …
list of chores; automate the boring; "(to be continued)"
Based on automation that is possible using systems that are capable of manipulating physical matter, i.e. physical objects in everyday life, a.k.a. robots. The things I do every day or week: Get cleaned utensils, cook food, and …
millions of agents; realtime code generation & execution; kinesin analogy
Typically, in my experience, small piece of software is written by a small team, or mostly solo. In a company, its written with company, with many people contributing to the same code. However, at a time, only one person may work …
speech→text→3D→print; goal G ideation; Aider; GPT list of construction robots
Surprising, how humans have shaped the world. Similarly, except, if we look from third entity perspective, it all just appeared and is a product of life forms that existed and currently are. So by looking each entity that has …
finger IMUs + AR QWERTY; Rokid Air; Meta STAR
Generated by ChatGPT, also the post based on idea Imagine typing on a keyboard that isn’t physically there, yet every motion of your fingers in the air translates into text on a screen. This is the exciting vision of AI-driven …
glasses + belt unit + gesture/voice/eye input + haptic rings (o1)
Generated by ChatGPT4o1, images by ChatGPT4o 1. Lightweight AR Glasses: Design: Sleek, ergonomic glasses that resemble regular eyewear. Display: High-resolution transparent lenses that overlay digital information onto the real …
whole net physically in hardware, all layers active, video/audio/thought streams; needs fast silicon turnaround
The concept of “always loaded neural network” We nowadays process the giant neural networks but through a narrow nozzle of processor, slowly waiting for the tank of water to be drained or processed from the narrow tap to be …
health monitor + autonomous nav (vehicle/wheelchair/spacesuit); maritime + respiratory; 9 DALL-E
Health monitoring with autonomous navigation method. Is a concept where part of the system monitors the critical part controlling the system (a person controlling a vehicle, a person walking, a person in a spacesuit, a person on …
represent the frontier of science as a sphere with radial progress markers; generate details on demand from structure
How to read and write, in a fast paced world! You may read this blog before. One of the main difficulties in doing research is catching up with what is currently existing, and looking for stuff beyond it. If you want to master …
ChatGPT-generated Python organ classes (Heart, Lungs, Liver…, Human with track_/recommend_ methods); BioDigital images; pulmonary/cardiac/muscular/lymph/nervous sections; Nightingale biomarkers; "Ecosystem design: power, food, water, protection"
One may choose to simulate an entire human being. In future it may be possible to simulate the human organs on detailed level. For starters ChatGPT generated eg. looks like> class Heart: def __init__(self): self.heart_rate = 75 …
thought machine (10 fingers bottleneck); concept vs working implementation; house/city as a being; "Life never dies… it pushes harder"
I would need thought machine expressing my ideas and thoughts in realtime as they occur, much is lost in thoughts while filtering out through my fingers typing. With only 10 fingers and limited typing speed, only so much can be …
money flow loop; Laws of Money/Algorithm/Memory; bitcoin farm economics; "University should just get a farm"; helper chatbot that solves doubts algorithmically
Getting project funding Decide a project and equipments, goal and BoM->Look for funding sources -> Apply for funding->… wait -> get funding->buy equipments->Setup expt. ->Do expt-> Write Results in a Journal>Apply for next …
self-reference; brain highways = traffic, 3D vs 2D networks; ion=car synapse=road; faster brain = shorter refractory; AI keyboard that organizes text; "we write in electrons"
Video of spiking neural network has single excitation at start then network is tuned such that it sustains itself, ….have backlog of stuff to finish before I start working on it again.. meanwhile I think mind and brain are …
"need my own AI bot to wander with… where is my portable lab? scanner that tells me what the plant is doing in realtime #gadgets"
I think about what can I do today, but I’m quite dissatisfied by the progress of an human. Going to restaurants and clubs and shops is boring, perhaps do some measurements and tinkering of nature, but I do not have any …
research = torch in darkness; blog as drop-point for collected stuff; "What is Consciousness/True/Being/Living/Communication"; idea: color-pen linked to feelings, fonts with meaning; butterfly effect & anti-causality; Fourier transform of a point in all time; TENET; "curve of emotions for readers"; signed Ajinkya
A random post out of nowhere. To share! Had to write this somewhere. Philosophical. Why PhD is called ‘Doctor of Philosophy?’ , because we go crazy in the process and have to treat ourselves. Lot of air in my thoughts. Could be …