Building a face verification system for a hackathon is a weekend of fun; building one for a mission-critical enterprise environment is a lesson in humility.
In face verification, a 200 OK that results in a false accept (letting the wrong person in) is a disaster.
Layer 3: Decoupled Services (Detection vs. Verification) Detection and verification were separated into distinct microservices.
Face verification system architecture (Source: created by the author.)
The Intake Process Access to face verification is now restricted under limited access policies.
Sep 18, 2026 · via infoq.com
A chunk of asteroid or comet whizzing through space slammed into the moon and left a 728-foot-wide pit, the largest known fresh crater in the solar system.
Astronomers have named this new crater McGetchin, in honor of lunar scientist Tom McGetchin, whose mathematical model in 1973 predicted how debris scatters after a major space collision.
Meanwhile, McGetchin Crater, which sinks about 141 feet deep, is already beginning to age.
As NASA maps out its future Artemis missions to the moon, some scientists might advocate for a future visit to McGetchin.
A lunar impact of McGetchin's scale is expected only about once every 132 years.
Sep 18, 2026 · via mashable.com
SINGAPORE – Motorcyclists and pillion riders travelling through Tuas Checkpoint can now clear immigration faster using facial recognition technology.
First-time foreign visitors and travellers re-entering Singapore with a different passport from their previous trip must undergo manual immigration clearance.
Under the new system, motorcyclists and pillion riders have to scan their passport or QR code generated via the MyICA mobile app at the checkpoint.
Motorcyclists and pillion riders wearing full-face helmets must remove their helmets to ensure that their facial features are fully visible.
Facial images will progressively replace fingerprints as the primary biometric identifier for motorcyclists and pillion riders clearing land checkpoints.
Sep 18, 2026 · via sg.news.yahoo.com
You may encounter new, non-standard identification procedures as US Customs and Border Protection (CBP) pilots biometric technology at land ports of entry.
The Shift to Biometric Land Border Testing Travelers crossing from Canada into Maine are reporting a significant departure from standard entry interviews.
There are documented instances of CBP officers greeting travelers by their first names before passports are even presented and reciting specific details about the traveler's activities within Canada—information that was only disclosed to the Canada Border Services Agency (CBSA) upon entry into Canada.
Consistency in Declarations Assume that everything you tell the Canada Border Services Agency (CBSA) upon entering Canada is visible to the CBP upon your return.
FAQ: CBP Maine Border Crossing 2026 Do I need a special permit for the new biometric checks?
Sep 18, 2026 · via nomadlawyer.org
A Tennessee woman who was falsely charged with bank theft in North Dakota and jailed for six months has sued for $10m in damages, alleging in a federal lawsuit that Fargo police improperly relied on an artificial intelligence (AI) facial recognition system to wrongly accuse her.
Lipps’s complaint recounts how a west Fargo police investigator used AI facial recognition software to identify bank fraud suspects.
It alleges that the source of the facial recognition was a fake ID used by a female suspect who was captured in surveillance video footage.
“They knew that AI facial recognition technology should not be used as the sole basis to extradite and charge a person,” Lipps’s complaint alleges.
Despite knowledge of this risk, FPD refused to supervise its officers’ use of facial recognition technology in a criminal investigation.”
Sep 18, 2026 · via theguardian.com
"They knew that AI facial recognition technology should not be used as the sole basis to extradite and charge a person.
Heck isn't accused in the complaint of personally using the AI facial recognition technology.
Despite knowledge of this risk, FPD refused to supervise its officers' use of facial recognition technology in a criminal investigation," the complaint alleged.
Zibolski said the department doesn't have its own AI facial recognition technology and would typically submit unknown persons to the North Dakota State and Local Intelligence Center.
He said the use of the West Fargo AI facial recognition system would not have been allowed and has since been prohibited.
Sep 17, 2026 · via abcnews.com
A facial recognition system had flagged her in a Fargo, North Dakota bank fraud investigation.
The charges were dismissed on Dec. 24, 2025, after Lipps’s attorney proved she was in Tennessee during the thefts.
The lawsuit claims the facial recognition match was based on a photo from the suspect’s fake ID, not surveillance footage, and that Fargo police had no facial recognition policy, training, or supervision in place at the time.
Lipps’s case is now a $10 million federal lawsuit against the city and detective Lucas Heck.
Would you support facial recognition in local policing, or should departments pump the brakes until the safeguards catch up?
Sep 17, 2026 · via wengradio.com
By Professor Fraser Sampson, former UK Biometrics & Surveillance Camera Commissioner Biometrically speaking, our faces don’t give much away.
But advances in AI-enabled biometric surveillance are raising important questions about ID globally – and not just for the protestors.
Policing public space is different.
Much has been said about this aspect of policing protests, but concealment of ID runs both ways.
However, the citizen now has access to biometric surveillance technology, reverse lookup algorithms and tools that only recently were the preserve of state intelligence agents: they are powerful, sinister and fallible.
Sep 17, 2026 · via biometricupdate.com
By using facial recognition software, the investigators identified Lipps as a possible match.
As she could not pay her bills from jail, Lipps had lost her home, her car, and even her dog.
The lawsuit also alleges that, at the time, the Fargo Police Department had no policies, training, or oversight in place to guide officers' use of facial recognition technology.
During questioning, Williams was told he was being arrested based solely on the results of a facial recognition lineup.
Williams was innocent, the city of Detroit later agreed to pay him $300,000, and Detroit stopped making arrests based only on facial recognition software results.
Sep 17, 2026 · via techspot.com
This is precisely why Synapx has simultaneously developed the brain, dexterous hand, and data collection sectors since its inception.
In just seven months, Synapx has launched three core systems: the SYNWorld embodied native world foundation model, the OctoH-Hand high-degree-of-freedom bionic dexterous hand, and the OctoSense next-generation embodied data collection product.
“They help bridge the chain of human operation data collection, model training, and robot execution faster, allowing robots to generate feedback in real-world tasks and continuously boost productivity.”
“It’s essentially hollowing out the dexterous hand’s drive unit and using a human hand for teleoperation or data collection, thereby aligning the data with the dexterous hand,” Fan explains.
The greatest value of Synapx’s “data collection twin” solution is that it avoids the deviations caused by motion retargeting.
Sep 17, 2026 · via autonews.gasgoo.com
A configuration mistake that left over nine million facial recognition images exposed highlights the growing privacy risks businesses face when they collect and store biometric information.
Protecting Your Company's Biometric Data If you don't want your facial recognition images exposed, consider the following proactive measures.
Require authentication before users can access sensitive files and make sure your S3 buckets and similar resources don't allow unintended public access.
Reducing the amount of biometric information you store also reduces what attackers could obtain during a breach.
ClarityCheck's mistake that left millions of facial recognition images exposed shows that you don't need a sophisticated zero-day attack to create a major privacy problem.
Sep 17, 2026 · via woodlandsonline.com
Award recipients pose for a group photo following the 7th Infantry Division (Multi-Domain Command - Pacific) Volunteer Recognition Ceremony at Joint Base Lewis-McChord, Wash., Sept. 16, 2026.
The ceremony recognized Soldiers and civilians for volunteer service to the division and the JBLM community.
(U.S. Army photo by Staff Sgt.
Cayce Watson)
Sep 17, 2026 · via dvidshub.net
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Sep 17, 2026 · via ctinsider.com
Hackers have extracted encryption keys from automated license plate recognition (ALPR) cameras deployed by Flock Safety across roughly 6,000 municipalities nationwide, successfully decrypting stored data.
Individuals operating under the name "stegan0gram" physically removed a Flock camera installed along a roadside and created a near-complete copy of its internal storage.
Flock cameras run on a custom version of Android, with the extracted firmware showing a build date of June 5, 2025.
There have also been reported cases of police chiefs abusing license plate tracking systems to stalk former romantic partners.
In early 2025, security researcher Jon Gaines reverse-engineered Flock's license plate reader and documented a vulnerability that allowed root access.
Sep 17, 2026 · via finance.biggo.com
The Flock camera incident was a physical compromise of one deployed device, not a demonstrated breach of Flock Safety’s centralized cloud platform.
The hacker collective stegan0gram said it removed the camera from above a roadway and copied much of its local storage.
Flock Safety said its cloud infrastructure had never been compromised and that no customer data had been accessed or exfiltrated through a cloud attack.
What the recovered Flock camera revealed The camera ran Android and contained about 20 Flock-built applications for tasks including motion detection, image capture, object classification, uploads and remote updates.
The recovered key and media came from storage on a camera that had been physically removed.
Sep 17, 2026 · via neoteo.com
CARTER COUNTY, Tenn. (WKRN) — Angela Lipps is seeking $10 million from the City of Fargo, North Dakota, and Fargo Police Department Detective Lucas Heck.
She heard officers shouting about North Dakota but did not understand why.
Lipps remained in custody for nearly six months, first in Tennessee and then in North Dakota.
Her bank records showed she was in Tennessee when the North Dakota crimes occurred, according to the lawsuit.
Lipps’ lawsuit alleges false arrest, malicious prosecution and violations of her constitutional rights.
Sep 17, 2026 · via wkrn.com
The lawsuit accuses former Fargo Police detective Lucas Heck of relying on a facial recognition lead without doing enough to verify whether Lipps was actually the woman involved in the fraud.
It also alleges the city failed to have adequate policies, training or supervision governing officers' use of facial recognition technology at the time.
Then-Fargo Police Chief Dave Zibolski said detectives had wrongly assumed bank surveillance photographs had also been submitted for facial recognition analysis when they had not.
Watch below: Lipps' case drew renewed attention after she filed a $10 million lawsuit over the arrest and months she spent behind bars.
Fargo later tightened its facial recognition rules, including requiring supervisory review and limiting searches to approved state or federal entities.
Sep 17, 2026 · via fashiontimes.co.uk
FARGO, N.D. (KVLY/Gray News) - A woman is suing for millions of dollars, alleging that a flawed facial recognition match led to her facing bank fraud charges that were later dropped.
Angela Lipps, of Elizabethton, Tennessee, filed a federal lawsuit Tuesday in U.S. District Court in North Dakota against the city of Fargo and Fargo Police Department detective Lucas Heck.
Fargo police investigated the thefts, and Heck received facial recognition results from a West Fargo police analyst and North Dakota’s state intelligence center suggesting Lipps was a possible lead.
According to the lawsuit, West Fargo police noted that they did not believe the facial recognition results were strong enough on their own to bring charges.
Lipps is seeking $10 million in damages, along with punitive damages against Heck and attorneys’ fees, and has requested a jury trial.
Sep 17, 2026 · via 1011now.com
Date Taken: 09.13.2026 Date Posted: 09.15.2026 21:34 Photo ID: 9939206 VIRIN: 260914-A-HP857-9687 Resolution: 1200x800 Size: 343.64 KB Location: ZAMA, KANAGAWA, JP Web Views: 10 Downloads: 0 PUBLIC DOMAIN
Sep 16, 2026 · via dvidshub.net
BYU Cougars coach Kalani Sitake is everything a college football fan should.
Sitake is as ingrained in BYU (and even Utah overall) as any modern coach is in any program.
As the reigning National Champion coach, Sitake is closer to Cignetti than some of the bigger or well-known names on ESPN’s rankings.
Which should be viewed as problematic for the established powers that all but owned college football for the last three decades.
College football has seen several changes over the last five years and will continue changing.
Sep 16, 2026 · via roundtable.io