Theme

Grounding in physics, not web text

Explore this theme’s evidence over time →

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

Welcome to December 19, 2025 (theinnermostloop.substack.com)

The human-text corpus runs out, so the frontier turns to measurement: scientific data at a scale that dwarfs the text internet, promising models grounded in the non-negotiable rather than the web’s guesses.

Development timeline

Newest reporting dates first. Reporting dates may differ from event dates.

2026-10-09: Biology programs plan larger data collections and wet-lab capacity

2026-10-09: Biohub expands its Virtual Biology Initiative

2026-09-12: An analysis finds pretraining gains were mostly data

2026-08-21: Humanoid traffic officers issue 170,000 warnings in one city

2026-08-17: A tracker follows rare books to a facility that scans and destroys them

2026-08-16: Labs' contractors cold-email startups to buy their old Slack threads

2026-08-13: A platform trains on creators by default because nobody would opt in

2026-08-12: A model pretrained on human video shows the first human-to-robot transfer scaling law

2026-08-06: Labeling shops sell judgment to both sides with no chip-level scrutiny

2026-07-24: A model learns jointly from images, video and audio into one representation

2026-07-22: Just 250 crafted documents can backdoor a trillion-token corpus

2026-07-20: A tendon-driven hand hoists 55 pounds yet senses a tenth of a newton

2026-07-08: A platform opts every public profile into likeness-based generation

2026-06-28: A $300 wristband teaches robots force-aware hands from muscle signals

2026-06-22: A search giant takes its first movie-studio stake

2026-06-21: Self-play reaches 99.4% safe driving on 2,500x less human data

2026-06-20: A touch-reactive system beats the strongest baseline by thirty points

2026-06-19: An agent learns a chore by watching a recorded demonstration

2026-06-03: A platform buys code from its own app developers to train on

2026-05-29: A startup offers free home cleaning in exchange for training footage

2026-05-25: An IDE startup is elevated into a frontier lab

2026-05-23: Non-human cognition is the first domain where the corpus must be created

2026-05-23: Sensors label themselves with no annotator in the loop

2026-05-12: Models process audio, video and text as a single real-time stream

2026-05-09: Fiber optic cables are found able to eavesdrop on speech

2026-05-06: A social network runs bone-structure analysis on user photos

2026-05-05: A model closes on the human baseline for reading rooms from photos

2026-05-01: DeepMind interviews field experts to map the data blocking discovery

2026-04-23: An image model generates photorealistic screenshots of its own chat

2026-04-17: Defunct startups are liquidated for their Slack archives

2026-04-12: Robotaxi perception data is pooled to fix potholes

2026-04-08: A quantum magnetometer isolates a downed airman's heartbeat

2026-03-31: A QR code is made smaller than most bacteria

2026-03-22: The targeting platform becomes an official military program

2026-03-20: Delivery workers are paid to photograph dishes for training data

2026-03-18: An eight-million-cell CRISPR atlas maps living tissue

2026-03-17: Delivery robots train on thirty billion images from a mobile game

2026-03-16: Data is hidden in thermal noise with zero optical signature

2026-03-09: Commodity WiFi reads pose and vital signs without a camera

2026-03-08: Laser-heated storage ships at scale toward 100-TB drives

2026-03-05: A protein grows inside cells and records their signaling history

2026-02-28: Idle televisions are turned into web-scraping proxies

2026-02-26: A humanoid learns dexterous work from human video with no robot in the loop

2026-02-24: Two hours of video fits in a million-token window

2026-02-12: Musk says most compute will soon go to real-time video generation

2026-02-12: Ordinary routers identify people by their gait

2026-02-11: A model is suspended after cloning voices from photographs

2026-02-03: A researcher's genome is rendered into an accurate portrait

2026-01-27: Court records show every book scanned destructively for training

2026-01-26: One platform pays experts $2 million a day

2026-01-25: A world model streams 720p for minutes at a time

2026-01-15: A startup uploads three million opt-in files a day

2026-01-13: 1X trains a robot world model on generated video

2026-01-10: A virtual cell model learns biology in context

2026-01-08: Humans are paid to mimic robots folding clothes

2026-01-08: Musk prices unsupervised driving at 10 billion miles of data

2026-01-04: An image model is used as persistent visual memory

2026-01-03: Reasoning as diffusion beats GPT-5 on logic

2026-01-03: 97% of Earth's buildings are mapped in 3D

2026-01-02: A graph transformer reads cells as words

2025-12-31: Wi-Fi becomes a native motion sensor

2025-12-30: Expert annotators earn $90 an hour to feed the loop

2025-12-27: Sixty scientific models converge on one representation of physical reality

2025-12-24: Robotics datasets become the largest category on Hugging Face

2025-12-19: The Genesis Mission could unlock 3,600 petabytes of scientific data

Knowledge graphopen in browser →

Cite or correct this record

Citation formatCitation text

Grounding in physics, not web text
Innermost Loop KB — secondary record
Reporting date: unknown
KB permalink: https://nicholsn.github.io/innermost-loop-kb/themes/data-beyond-text
Attributed sources:
- Welcome to December 19, 2025 — https://theinnermostloop.substack.com/p/welcome-to-december-19-2025
This citation does not imply independent verification of linked-source claims.

Suggest a correction — opens a GitHub draft for you to review and submit.