Created automatically from a public/authorised camera snapshot. This is an unverified camera-detected candidate: no person has confirmed an obstacle here, and it must never be treated as human-verified without review.
Obstacle type
Unknown
Severity
Unknown
Location (user-supplied)
37.77146, -122.42323
Created
11/1/2026, 11:54:07 AM
Observed attributes
Stairs, ramp and surface have not been measured here. Unknown — not estimated.
Last evidence
11/1/2026, 1:14:39 PM
Automatic camera updates
This is a CameraDetected candidate: a camera snapshot suggested something here, but no person has verified it. It is not human-verified.
Last checked by camera: 11/1/2026, 1:14:39 PM — analysis completed at 11/1/2026, 1:14:47 PM. A camera check is fresh evidence, not a guarantee that the path is now clear or blocked.
Verification history
No human review has been recorded for this report yet.
Quick feedback — help keep this honest
Your tap does not instantly verify or reject this report. It creates a review note with time and actor; a reviewer decides later. “Not in new photo” does not prove the obstacle was removed.
Photo evidence
Upload a photo of the obstacle. AI analysis describes only what is visible and always states its limitations; it never proves a location or a time.
Capture time is your claim, not a verified fact. Without it, comparisons cannot make a time-based claim.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.9 KB · uploaded 11/1/2026, 1:14:39 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
heavily pixelated dark nighttime view of a roadway with green overhead directional signs
no pedestrian path or sidewalk is discernible
Limitations
image is extremely grainy, dark and low-resolution so the path is not shown clearly
presence or absence of accessibility obstacles cannot be determined
pedestrian infrastructure details are not visible or are uncertain
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.9 KB · uploaded 11/1/2026, 1:10:14 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 5%
5%Low — treat as weak evidence
Visible evidence
very dark, low-resolution nighttime image with heavy noise and grain
blurred lights and two illuminated green overhead road signs in lower portion of frame
no pedestrian sidewalk, curb, ramp, or path surface is discernible
Limitations
pedestrian path is not clearly shown so obstacles cannot be assessed
darkness, blur and low resolution prevent identification of surface, ramps, stairs or barriers
location and capture time cannot be determined from visual content alone
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.7 KB · uploaded 11/1/2026, 1:05:04 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
dark, grainy nighttime view of a roadway with illuminated overhead directional signs and blurred vehicle lights
no pedestrian path, sidewalk, ramp, or surface detail is discernible
Limitations
pedestrian path is not shown clearly due to darkness, low resolution and heavy image noise
cannot assess sidewalk condition, obstructions, ramps, stairs, or surface hazards
uncertain whether any pedestrian infrastructure exists in this view
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.7 KB · uploaded 11/1/2026, 1:00:00 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
extremely grainy dark nighttime image showing blurred lights and overhead signs
no pedestrian path, sidewalk, or ramp is clearly visible
Limitations
pedestrian path is not shown clearly due to darkness, low resolution and heavy noise
cannot assess sidewalk condition, ramps, steps, or barriers
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.4 KB · uploaded 11/1/2026, 12:54:46 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
extremely dark, grainy nighttime view of a roadway
two green highway guide signs with white lettering largely illegible due to low resolution
red vehicle lights in the distance
no pedestrian sidewalk, ramp, or path is clearly discernible
Limitations
pedestrian path is not clearly shown due to darkness, heavy noise and low resolution
cannot assess surface condition, obstructions, ramps, steps, or barriers
uncertain whether any pedestrian infrastructure is present in the frame
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.8 KB · uploaded 11/1/2026, 12:49:39 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
extremely dark and grainy nighttime view of a highway with multiple lanes
blurry overhead green directional signs and scattered vehicle lights
Limitations
no pedestrian path, sidewalk, ramp, or walking surface is clearly visible
darkness, heavy visual noise and camera distance prevent assessment of surface condition or obstructions
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.4 KB · uploaded 11/1/2026, 12:44:57 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
dark extremely grainy nighttime view of a roadway with blurred vehicle lights and overhead green highway signs
no pedestrian path sidewalk or ramp details are distinguishable
Limitations
pedestrian path is not clearly shown due to darkness low resolution and heavy image noise
cannot assess sidewalk condition obstructions ramps steps or barriers
uncertain whether any pedestrian infrastructure is present
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 70.4 KB · uploaded 11/1/2026, 12:40:21 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
extremely dark and grainy nighttime view of a roadway
blurry illuminated signs and scattered vehicle lights visible
no pedestrian path, sidewalk, or ramp is discernible
Limitations
pedestrian path is not clearly shown due to darkness, noise and low resolution
presence or absence of accessibility obstacles cannot be determined from what is visible
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 70.4 KB · uploaded 11/1/2026, 12:35:06 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
dark, blurry nighttime view of a multi-lane roadway with vehicle lights
green overhead highway signs above the roadway
heavy image noise, blur and low resolution obscuring fine detail
Limitations
no pedestrian path, sidewalk, ramp, or walking surface is clearly visible
surface condition, steps, ramps, or barriers cannot be discerned due to darkness and blur
accessibility obstacles cannot be assessed from this roadway traffic view
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.5 KB · uploaded 11/1/2026, 12:29:59 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
extremely dark, grainy, low-resolution nighttime view with blurred lights and overhead sign shapes
no pedestrian path, sidewalk, ramp, surface detail, stairs, or barrier is discernible
Limitations
image does not show the path clearly due to darkness, blur and noise
cannot assess sidewalk condition, obstructions, ramps, steps, or construction
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 71.5 KB · uploaded 11/1/2026, 12:24:41 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
heavily pixelated nighttime roadway scene with blurred vehicle lights
indistinct green highway signs in lower portion
no clear pedestrian path or sidewalk is discernible
Limitations
image is too dark and noisy to discern sidewalk surface, ramps, stairs, or barriers
cannot determine presence or absence of accessibility obstacles because path is not clearly shown
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 71.0 KB · uploaded 11/1/2026, 12:19:36 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
Extremely dark, noisy, low-resolution nighttime view of a roadway
Blurry vehicle lights and green overhead highway signs
No sidewalk, pedestrian path, ramp, stairs, or surface detail is discernible
Limitations
Pedestrian path is not clearly shown in the image
Image darkness, blur and noise prevent assessment of surface condition or obstacles
Cannot determine presence or absence of accessibility barriers from what is visible
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.2 KB · uploaded 11/1/2026, 12:15:32 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
very dark, blurry and grainy nighttime image
faint lights and barely legible green highway signs
no pedestrian path or sidewalk is discernible
Limitations
path is not shown clearly due to darkness, blur and low resolution
presence or absence of accessibility obstacles cannot be determined
surface, ramps, steps or barriers cannot be assessed
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 70.5 KB · uploaded 11/1/2026, 12:10:22 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
heavily blurred nighttime view of a multi-lane roadway with red vehicle lights and green highway guide signs
no pedestrian path or sidewalk is clearly visible
Limitations
image is very low resolution, dark and blurry so path details cannot be assessed
cannot determine sidewalk condition, obstructions, ramps, steps, or barriers
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.8 KB · uploaded 11/1/2026, 12:05:18 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
grainy nighttime view of a multi-lane roadway with vehicle lights
blurry overhead highway signs that are illegible due to low resolution
heavy image noise obscuring fine details
Limitations
no pedestrian path, sidewalk, ramp, or stairs is clearly visible
cannot assess surface condition or accessibility obstacles
image resolution and lighting are insufficient for evaluation
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 69.6 KB · uploaded 11/1/2026, 12:00:13 PM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
Extremely grainy dark nighttime view of a roadway with blurred lights
Blurry overhead green highway signs with largely illegible white text
No discernible pedestrian path or sidewalk in the view
Limitations
Pedestrian path is not shown clearly due to darkness, blur, and heavy image noise
Cannot determine presence or absence of sidewalk obstacles, surface condition, ramps, steps, or barriers
Details needed for accessibility assessment are uncertain or not visible
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 70.0 KB · uploaded 11/1/2026, 11:55:09 AM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 10%
10%Low — treat as weak evidence
Visible evidence
Very dark, heavily grainy and blurry nighttime view appearing to show a roadway with lights and overhead structures
Two out-of-focus green overhead directional signs with largely illegible white text
Limitations
No pedestrian path, sidewalk, ramp, stairs, or surface details are clearly visible
Image quality is too poor and scene too dark to identify any accessibility obstacles
Cannot determine presence or absence of pedestrian infrastructure in this view
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
SF US-101 At Octavia St - Datumfeed Live camera snapshot · 70.8 KB · uploaded 11/1/2026, 11:54:07 AM
Analysis: Completed · Provider: Meta
✓ Live Meta AI — provider Meta (muse-spark-1.3) analyzed this photo. Mock label means pipeline test only.
Possible obstacle: Unknown · Provider: Meta (muse-spark-1.3)
Confidence: 0%
0%Low — treat as weak evidence
Visible evidence
heavily grainy nighttime view of a multi-lane roadway with blurred vehicle lights
green highway guide signs in lower foreground obscured by noise and low resolution
Limitations
no pedestrian path or sidewalk is clearly visible
lighting, noise and low resolution prevent assessment of surface, ramps, steps or blockages
cannot determine presence or absence of accessibility obstacles
Human review required — a reviewer still needs to verify this before it is treated as fact. AI can be wrong, especially on low confidence.
Evidence explorer — compare over time
Pick an earlier and a later photo of this place. The comparison states what changed, what did not, and what cannot be known. “Not observed” is never shown as “removed”.
Timeline
11/1/2026, 11:54:07 AM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 11:55:09 AM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:00:13 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:05:18 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:10:22 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:15:32 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:19:36 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:24:41 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:29:59 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:35:06 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:40:21 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:44:57 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:49:39 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 12:54:46 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 1:00:00 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 1:05:04 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 1:10:14 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
11/1/2026, 1:14:39 PM — SF US-101 At Octavia St - Datumfeed Live camera snapshot · Completed
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Why this may be wrong
Capture times are out of order: the 'later' photo claims an earlier capture time.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Why this may be wrong
Capture times are out of order: the 'later' photo claims an earlier capture time.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Why this may be wrong
Capture times are out of order: the 'later' photo claims an earlier capture time.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Disagree? Record a human review. The original AI outcome is kept; your decision and reason are stored beside it.
Earlier · 11/1/2026, 11:54:07 AM UnknownLater · 11/1/2026, 11:55:09 AM Unknown
Outcome: Inconclusive
Comparison is inconclusive because the earlier photo did not establish a specific obstacle. There is nothing definite to compare the newer photo against.
Compared 11/1/2026, 11:55:21 AM · Model: muse-spark-1.3
Disagree? Record a human review. The original AI outcome is kept; your decision and reason are stored beside it.