this wooden desk lets you draw in midair.
watch the pen in the corner. lift it off the table and the orange line on screen rises with it. move your hand in a loop and the computer traces that loop in 3D.
it’s called MagDesk. there’s a small magnet inside the pen and 112 magnetic sensors under the wood.
they track where the pen is and how it tilts.
the pen itself doesn’t even need a battery.
your eyes can't catch every bad solder joint. this tiny camera can
a microscope scans the circuit board while AI checks each joint and highlights possible defects right on the screen, in real time
how it works:
→ a Luxonis OAK4 camera captures the board
→ a computer vision model inspects every joint
→ anything suspicious gets flagged instantly
no squinting, no checking hundreds of connections by hand.
just a microscope, a camera, and a chip that never gets tired
@AlanBin44785396 100% agree, glare was the first thing that broke it. a diffuse dome fixed most of it, shiny joints stop looking like defects when there are no hot spots
your eyes can't catch every bad solder joint. this tiny camera can
a microscope scans the circuit board while AI checks each joint and highlights possible defects right on the screen, in real time
how it works:
→ a Luxonis OAK4 camera captures the board
→ a computer vision model inspects every joint
→ anything suspicious gets flagged instantly
no squinting, no checking hundreds of connections by hand.
just a microscope, a camera, and a chip that never gets tired
your HDMI cable can leak what’s on your screen
watch the laptop on the left. it reconstructs the video playing on the monitor beside it from radio signals leaking out of the HDMI connection
this is TempestSDR. an antenna picks up the leakage, a HackRF radio captures it, and software turns it back into an image
researchers took this further with Deep-TEMPEST, using AI to make recovered images and text easier to read. this clip shows the original technique
quality depends on shielding, distance and interference. the picture is imperfect, but recognizable content still gets through
a wired connection can still leave a wireless trace
your HDMI cable can leak what’s on your screen
watch the laptop on the left. it reconstructs the video playing on the monitor beside it from radio signals leaking out of the HDMI connection
this is TempestSDR. an antenna picks up the leakage, a HackRF radio captures it, and software turns it back into an image
researchers took this further with Deep-TEMPEST, using AI to make recovered images and text easier to read. this clip shows the original technique
quality depends on shielding, distance and interference. the picture is imperfect, but recognizable content still gets through
a wired connection can still leave a wireless trace
your HDMI cable can leak what’s on your screen
watch the laptop on the left. it reconstructs the video playing on the monitor beside it from radio signals leaking out of the HDMI connection
this is TempestSDR. an antenna picks up the leakage, a HackRF radio captures it, and software turns it back into an image
researchers took this further with Deep-TEMPEST, using AI to make recovered images and text easier to read. this clip shows the original technique
quality depends on shielding, distance and interference. the picture is imperfect, but recognizable content still gets through
a wired connection can still leave a wireless trace