#DataIntegrity
the Jun-Oct 2026 MAUDE signal is striking: 72,421 reports labeled "device or use problem not identified." My worry isn't the count; it's how easily "not identified" gets mistaken for "nothing happened."

#ISO13485 #DataIntegrity #MDRCompliance
November 2, 2026 at 4:59 AM
GLM-5.3 leaked other customers' data through stale cache pages; use a Python model, capacity checks and a SGLang patch map to review tenant isolation.

#artificialintelligence #cybersecurity #dataintegrity…
https://www.trickyworld.in/programming/glm-5-3-cross-request-data-exposure/?utm_medium=social
October 28, 2026 at 3:32 AM
🚨 TODAY, NOV 2: Final day for comments on proposed 2030 Census changes.

Who gets counted and demographic data matter for representation and funding. I served on the U.S. Census National Advisory Committee and submitted my comment. Links in reply.

#EveryPersonCounts
#2030Census
#DataIntegrity
November 2, 2026 at 6:15 PM
CVE-2026-109623

Frappe ERPNext missing authorization. Certain endpoints fail to enforce proper permission checks. Authenticated attackers can modify documents and data beyond their assigned role.

nvd.nist.gov/vuln/detail/...

#CVE #ERPNext #AuthorizationBypass #DataIntegrity
NVD - Home
nvd.nist.gov
October 28, 2026 at 11:56 AM
My LinkedIn article explores how hashing algorithms work, the five essential properties of a secure hash function, and the practical implementation of HMAC to ensure both data integrity and authenticity. #Hashing #Cryptography #DataIntegrity #HMAC

www.linkedin.com/pulse/hashin...
Hashing algorithms and message integrity
This article explores how hashing algorithms (e.g.
www.linkedin.com
October 26, 2026 at 6:04 PM
Ethical AI depends on the data underneath it.

If your database layer is hard to inspect or audit, your AI ethics are at risk. A transparent foundation is mandatory for trustworthy systems.

#AIEthics #DataIntegrity #PostgreSQL #DataOps
October 28, 2026 at 5:20 AM
FNV-1a 32-bit is a fast, simple hashing algorithm that turns a stream of bytes into a compact 32-bit fingerprint by repeatedly mixing each byte into a running value.

www.miklix.com/calculators/...

#HashFunctions #DataIntegrity #Hashing #HashCalculator #HashAlgorithm
October 28, 2026 at 1:17 PM
How do you handle node failure? 1. Map your single points of failure. 2. Implement distributed verification. 3. Test redundancy under load. Infrastructure needs to survive the unexpected.

#web3 #dataintegrity
October 25, 2026 at 8:57 AM
We can measure more of the physical world than ever before. But more data doesn't automatically mean better decisions.

The challenge is connecting observations to reliable evidence and making the limits of that evidence clear.

#EvidenceLedClimate #DataIntegrity
October 24, 2026 at 11:17 AM
Tiger-160/3 is a variant of the Tiger cryptographic hash function that produces a compact 160-bit digest using multiple rounds of mixing for fast, secure fingerprinting of data.

www.miklix.com/calculators/...

#HashFunctions #DataIntegrity #Hashing #CyberSecurity #InfoSec
October 23, 2026 at 7:42 AM
Why aren't these bastards going to jail?

They ruined people's careers & lives, lied to the public, skewed electoral results. Nobody knows if the response they're currently providing is the truth.

These are among things I taught - maths, statistics, & data integrity.

#statistics
#DataIntegrity
We were investigating Wedgewood for faking their data and emailed them for comment this morning, ahead of publishing the findings tomorrow. They are now trying to cover up their fraud with the "we were doing a social experiment" excuse.
Full story here: blog.fiftyplusone.news/p/fiftypluso...
October 21, 2026 at 6:12 PM
249,796 wrong readings isn't a rounding error...

#QualityManagement #DeviationManagement #DataIntegrity
October 20, 2026 at 12:32 AM
JOAAT is a fast, simple non-cryptographic hash that mixes each byte of a string through repeated add, XOR, and shift operations to produce a compact integer identifier.

www.miklix.com/calculators/...

#HashFunctions #DataIntegrity #Hashing #HashCalculator #HashAlgorithm
October 21, 2026 at 11:33 AM
First hour of an unannounced NB audit: parallel QMS systems, duplicate entries, legacy data that never reconciles. Migration scars do not hide from trained auditors.

#RegulatoryAffairs #AuditReady #DataIntegrity
October 20, 2026 at 11:47 AM
Ohio Medicaid has recovered a staggering $128 million in overpayments last year and an impressive $114 million in just the first two months of this fiscal year after addressing critical data issues!

Get the details!

#OH #CitizenPortal #HealthcareReform #FinancialAccountability #DataIntegrity
Medicaid reports $128M recovered in FY26 and $114M in first two months of FY27 after data corrections
Medicaid officials told the board the agency recovered about $128 million in overpayments in fiscal year 2026 and roughly $114 million in the first two months of fiscal 2027 after resolving data exchange issues and clearing a backlog; members asked why payments occurred before third‑party payer checks were complete.
citizenportal.ai
October 21, 2026 at 2:07 AM
MurmurHash3A is a fast, non-cryptographic hash algorithm designed to efficiently turn arbitrary input data into well-distributed 32-bit hash values.

www.miklix.com/calculators/...

#HashFunctions #DataIntegrity #Hashing #HashCalculator #HashAlgorithm
October 19, 2026 at 11:16 AM
Need reliable data on Singapore estate agents? Our CEA Register Scraper extracts verified info on agents and agencies, including license status and tenure. Perfect for real estate professionals. #DataIntegrity #RealEstateSG
https://scrapers.lat/go/okomz00
October 18, 2026 at 6:14 PM
Tiger-192/3 is a cryptographic hash algorithm that processes data in multiple rounds to produce a fixed 192-bit fingerprint from any input.

www.miklix.com/calculators/...

#HashFunctions #DataIntegrity #Hashing #CyberSecurity #InfoSec
October 16, 2026 at 5:49 PM
Watch the ALCOA+ audit trail gaps survive any cloud QMS migration. The platform changes; the data integrity habits don't move without retraining and validation. #MedicalDeviceQMS #ISO13485 #RegulatoryAffairs #DataIntegrity #ALCOA #AuditReady #
October 15, 2026 at 10:15 AM
ne behind MAUDE's #4 signal: 73,290 events wiht no device or use problem tagged, the 盲点 (mōten, blind spot) cohort. AI-assisted triage helps only if event context survives for reviewability.

#DataIntegrity #FDACompliance #RegulatoryAffairs
October 14, 2026 at 7:31 AM
the gap between "i noticed something off" and audit-defensible is one event log. 240k MAUDE reports started as someone's gut feeling that didn't get logged.

#DataIntegrity #AuditReady #MedicalDeviceQMS
October 13, 2026 at 2:27 PM
HAVAL-192/5 is a configurable cryptographic hash function that compresses input data through five nonlinear rounds to produce a fixed 192-bit digest.

www.miklix.com/calculators/...

#HashFunctions #DataIntegrity #Hashing #CyberSecurity #InfoSec
October 11, 2026 at 9:08 AM
Your CRM audit trail is missing a critical piece of historical context: the original allocation of the phone number. Does your compliance workflow account for the difference between the current provider and original carrier? https://carrierlookup.online/?utm_source=bsky #Compliance #DataIntegrity
October 11, 2026 at 3:30 AM