Went in as a GxP rookie, left with assumptions dismantled. Regulators state principles; companies write the procedures. AI validation = validating a measurement system. "Validation isn't an event. Validation is data." ericmjl.github.io/blog/2026/9/...
October 1, 2026 at 11:01 AM
Went in as a GxP rookie, left with assumptions dismantled. Regulators state principles; companies write the procedures. AI validation = validating a measurement system. "Validation isn't an event. Validation is data." ericmjl.github.io/blog/2026/9/...
The connectors to many systems, particularly in a GxP regulated company such as GSK, won't work without credentials. And you should not put your credentials into a system and then publish it to ChatGPT or Github, or should you?
Oh my, 100000s of people did that already. 🙀
Good luck.
Oh my, 100000s of people did that already. 🙀
Good luck.
September 30, 2026 at 8:44 PM
The connectors to many systems, particularly in a GxP regulated company such as GSK, won't work without credentials. And you should not put your credentials into a system and then publish it to ChatGPT or Github, or should you?
Oh my, 100000s of people did that already. 🙀
Good luck.
Oh my, 100000s of people did that already. 🙀
Good luck.
Deploying AI in a GxP environment requires more than the model itself. Recent guidance points to appropriate AI capabilities, lifecycle controls, relevant data, scalable hardware, and a workforce with sufficient AI literacy. #MSBMI #AI #UTHealth #Science #AgenticAI
September 30, 2026 at 5:56 PM
Deploying AI in a GxP environment requires more than the model itself. Recent guidance points to appropriate AI capabilities, lifecycle controls, relevant data, scalable hardware, and a workforce with sufficient AI literacy. #MSBMI #AI #UTHealth #Science #AgenticAI
There’s Tenchi Muyo!, Tenchi Universe, Tenchi in Tokyo which involves the main cast. Including Ryo-Ohki OVA.
Then the spinoff series, Tenchi Muyo GXP, and War on Geminar.
Then the spinoff series, Tenchi Muyo GXP, and War on Geminar.
September 29, 2026 at 7:19 PM
There’s Tenchi Muyo!, Tenchi Universe, Tenchi in Tokyo which involves the main cast. Including Ryo-Ohki OVA.
Then the spinoff series, Tenchi Muyo GXP, and War on Geminar.
Then the spinoff series, Tenchi Muyo GXP, and War on Geminar.
One-Owner 2008 Pontiac Solstice GXP 5-Speed at No Reserve
No Reserve: One-Owner 2008 Pontiac Solstice GXP 5-Speed
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bringatrailer.com
September 29, 2026 at 4:03 PM
One-Owner 2008 Pontiac Solstice GXP 5-Speed at No Reserve
I don’t think that’s quite the case. Zinv has a design very similar to a giant robot discovered late in Tenchi Muyo GXP, but that one generates a different number of Light Hawk Wings 3 rather than 2 IIRC), suggesting it’s a different robot. I suspect D and Zinv-style robots are both from a
September 28, 2026 at 6:49 PM
I don’t think that’s quite the case. Zinv has a design very similar to a giant robot discovered late in Tenchi Muyo GXP, but that one generates a different number of Light Hawk Wings 3 rather than 2 IIRC), suggesting it’s a different robot. I suspect D and Zinv-style robots are both from a
Bridging the AI Adoption Gap With Smarter GxP Compliance
AI-powered GxP compliance software helps life sciences companies automate validation, monitor risks, maintain audit trails, and support regulatory compliance—making AI adoption faster, safer, and more scalable.
blogs.yuktra.ai/ai-powered-g...
AI-powered GxP compliance software helps life sciences companies automate validation, monitor risks, maintain audit trails, and support regulatory compliance—making AI adoption faster, safer, and more scalable.
blogs.yuktra.ai/ai-powered-g...
AI Powered GxP Compliance Software, Solving AI Adoption Gap
Explore how AI-powered GxP compliance software is helping pharma manufacturers bridge the AI adoption gap.
blogs.yuktra.ai
September 28, 2026 at 8:36 AM
Bridging the AI Adoption Gap With Smarter GxP Compliance
AI-powered GxP compliance software helps life sciences companies automate validation, monitor risks, maintain audit trails, and support regulatory compliance—making AI adoption faster, safer, and more scalable.
blogs.yuktra.ai/ai-powered-g...
AI-powered GxP compliance software helps life sciences companies automate validation, monitor risks, maintain audit trails, and support regulatory compliance—making AI adoption faster, safer, and more scalable.
blogs.yuktra.ai/ai-powered-g...
As it's own thing, it's solidly decent albeit uneven in tone. As part of the Tenchi canon, it's another addition that goes further away from what we all liked in the first place. But hey, still way better than the OVA's, and GXP too (though GXP as a whole is more my cup of tea).
September 25, 2026 at 10:44 PM
As it's own thing, it's solidly decent albeit uneven in tone. As part of the Tenchi canon, it's another addition that goes further away from what we all liked in the first place. But hey, still way better than the OVA's, and GXP too (though GXP as a whole is more my cup of tea).
Also in GxP environments venting the system can be usually written into the SOP for trained users - unplugging cables/byassing usually requires higher level authority (or management through change control).
September 24, 2026 at 11:56 AM
Also in GxP environments venting the system can be usually written into the SOP for trained users - unplugging cables/byassing usually requires higher level authority (or management through change control).
The latest update for #Digitate includes "Correlating Business and IT Events: The Path to Business Process #Observability" and "How Pharma IT Teams Can Achieve Continuous GxP #Compliance and Audit Readiness".
#Monitoring #AIOps #Automation https://opsmtrs.com/3Cxl8JL
#Monitoring #AIOps #Automation https://opsmtrs.com/3Cxl8JL
Digitate
Leverage AI and automation to transform your digital operations, so your business can deliver on its promises.
opsmtrs.com
September 24, 2026 at 3:30 AM
The latest update for #Digitate includes "Correlating Business and IT Events: The Path to Business Process #Observability" and "How Pharma IT Teams Can Achieve Continuous GxP #Compliance and Audit Readiness".
#Monitoring #AIOps #Automation https://opsmtrs.com/3Cxl8JL
#Monitoring #AIOps #Automation https://opsmtrs.com/3Cxl8JL
generally i hc that enjin drives a nearly undriveable g8 gxp that he cant afford to fix but a trackhawk is a close second. idk what auto financing is like on the ground but hes probably paying $2000 a month for the next 600 months. also no car insurance so if he hits you try not to scratch it please
September 22, 2026 at 3:28 AM
generally i hc that enjin drives a nearly undriveable g8 gxp that he cant afford to fix but a trackhawk is a close second. idk what auto financing is like on the ground but hes probably paying $2000 a month for the next 600 months. also no car insurance so if he hits you try not to scratch it please
My turn! These are the anime that I love the most by far, and I know it might look weird, but each one is super important.
GXP is interchangeable with just Tenchi Muyo but I think GXP is a little better.
GXP is interchangeable with just Tenchi Muyo but I think GXP is a little better.
September 22, 2026 at 2:45 AM
My turn! These are the anime that I love the most by far, and I know it might look weird, but each one is super important.
GXP is interchangeable with just Tenchi Muyo but I think GXP is a little better.
GXP is interchangeable with just Tenchi Muyo but I think GXP is a little better.
Like seriously, the original OVAs, great animation and really captivating. Tenchi Universe, maybe not as good animation but plot a lot more refined. Tenchi in Tokyo….not…as…good but the back half of that series has interesting stuff. GXP….exists!
Worth checking out.
Worth checking out.
September 22, 2026 at 2:24 AM
Like seriously, the original OVAs, great animation and really captivating. Tenchi Universe, maybe not as good animation but plot a lot more refined. Tenchi in Tokyo….not…as…good but the back half of that series has interesting stuff. GXP….exists!
Worth checking out.
Worth checking out.
That makes sense. We also have a pile of GXP, Quality and Ethics courses that everybody does at the same time.
This year the humans in the videos are replaced with ai versions with faces that don't move correctly, so that was entertaining.
This year the humans in the videos are replaced with ai versions with faces that don't move correctly, so that was entertaining.
September 21, 2026 at 7:03 PM
That makes sense. We also have a pile of GXP, Quality and Ethics courses that everybody does at the same time.
This year the humans in the videos are replaced with ai versions with faces that don't move correctly, so that was entertaining.
This year the humans in the videos are replaced with ai versions with faces that don't move correctly, so that was entertaining.
FXGTの「GXPロイヤルティプログラム」が本日開始！ fx-kaigai.info/archives/27005
FXGTの「GXPロイヤルティプログラム」が本日開始！
このたび、FXGTがお取引実績を特典に変えられる新しいプログラム「GXPロイヤルティプログラム」の提供を開始いたしましたことをお知らせいたします。リワードGTLotごとにGXP（GT Experience Points）※が付与され、お取引...
fx-kaigai.info
September 21, 2026 at 1:46 PM
FXGTの「GXPロイヤルティプログラム」が本日開始！ fx-kaigai.info/archives/27005
For pharma teams using R, package validation can quickly become a substantial workload.
Litmus helps you focus on the packages and functions used in your workflows, with support for risk assessment, evidence generation and review.
jumpingrivers.com/litmus/
#RStats #Pharma #GxP
Litmus helps you focus on the packages and functions used in your workflows, with support for risk assessment, evidence generation and review.
jumpingrivers.com/litmus/
#RStats #Pharma #GxP
September 21, 2026 at 12:53 PM
For pharma teams using R, package validation can quickly become a substantial workload.
Litmus helps you focus on the packages and functions used in your workflows, with support for risk assessment, evidence generation and review.
jumpingrivers.com/litmus/
#RStats #Pharma #GxP
Litmus helps you focus on the packages and functions used in your workflows, with support for risk assessment, evidence generation and review.
jumpingrivers.com/litmus/
#RStats #Pharma #GxP
TypeSafe's Jev kills a class of pipeline failure, but its 0% error rate is a construction guarantee, not a measurement, and it loses 17 points on document-heavy work. Where a confidence-gated decision layer belongs in GxP.
https://saram.io/blog/confidence-gated-decision-layer-gxp-2026
https://saram.io/blog/confidence-gated-decision-layer-gxp-2026
The Decision Layer: Why a Type-Safe Probabilistic Model Belongs Outside Your Validated Write Path | Saram Consulting
TypeSafe
saram.io
September 21, 2026 at 2:01 AM
TypeSafe's Jev kills a class of pipeline failure, but its 0% error rate is a construction guarantee, not a measurement, and it loses 17 points on document-heavy work. Where a confidence-gated decision layer belongs in GxP.
https://saram.io/blog/confidence-gated-decision-layer-gxp-2026
https://saram.io/blog/confidence-gated-decision-layer-gxp-2026
As letras escolhidas foram... GXP!
September 19, 2026 at 8:42 AM
As letras escolhidas foram... GXP!
Tenchi Muyo! GXP: Paradise Starting - From the first episode of this, I was already preparing myself for another really bad time. And yeah, there's still a TON of stuff unexplained unless you can read the Japanese only novels. That said...there's...ACTUAL fun to be had here?!
September 19, 2026 at 12:02 AM
Tenchi Muyo! GXP: Paradise Starting - From the first episode of this, I was already preparing myself for another really bad time. And yeah, there's still a TON of stuff unexplained unless you can read the Japanese only novels. That said...there's...ACTUAL fun to be had here?!
Draft Annex 22 asks for a static model, an explanation for every output, and a validation trail. Pharma GxP AI under Annex 22 meets that most cheaply on premise, on your own hardware, where the validated system data…
https://mickai.co.uk/articles/pharma-gxp-annex-22-on-premise-ai-governance
https://mickai.co.uk/articles/pharma-gxp-annex-22-on-premise-ai-governance
September 18, 2026 at 9:00 AM
Draft Annex 22 asks for a static model, an explanation for every output, and a validation trail. Pharma GxP AI under Annex 22 meets that most cheaply on premise, on your own hardware, where the validated system data…
https://mickai.co.uk/articles/pharma-gxp-annex-22-on-premise-ai-governance
https://mickai.co.uk/articles/pharma-gxp-annex-22-on-premise-ai-governance
Okay, no, this lady is GREAT, and I'm now upset she's been kept out of the series this long and then just thrown at us without any proper introduction. What do you MEAN she's a yaoi-obsessed fangirl who was isekaied to a fantasy world before coming back?!
tenchi.fandom.com/wiki/Jovia_J...
tenchi.fandom.com/wiki/Jovia_J...
Jovia Jovis
Jovia Jovis is a character in Tenchi Muyo! Ryo-Ohki and Tenchi Muyo! GXP. She is a powerful magic user. She seems to have married Seina Yamada. Jovia has long light brown hair and gray-colored eyes. S...
tenchi.fandom.com
September 18, 2026 at 12:53 AM
Okay, no, this lady is GREAT, and I'm now upset she's been kept out of the series this long and then just thrown at us without any proper introduction. What do you MEAN she's a yaoi-obsessed fangirl who was isekaied to a fantasy world before coming back?!
tenchi.fandom.com/wiki/Jovia_J...
tenchi.fandom.com/wiki/Jovia_J...
I'm still highly doubting I'm gonna come away from this Tenchi Muyo! GXP OVA thinking 'that was great, I'm so glad I watched it', but you know what? It has given me this lady (whose name is apparently Jovia), and she's way more entertaining than anything else in the past few.
September 18, 2026 at 12:11 AM
I'm still highly doubting I'm gonna come away from this Tenchi Muyo! GXP OVA thinking 'that was great, I'm so glad I watched it', but you know what? It has given me this lady (whose name is apparently Jovia), and she's way more entertaining than anything else in the past few.
To delve into the details of high-level agency expectations and find out about how bio/pharma companies can meet these in day-to-day operations, The Pharma Navigator convened a panel of experts.
See here for more👇
www.thepharmanavigator.com/news/a-new-f...
See here for more👇
www.thepharmanavigator.com/news/a-new-f...
A New Frontier of Regulatory Operations — The Pharma Navigator - Navigating The Key News Stories In Pharma
The simultaneous adoption of eCTD v4.0 and GxP-compliant AI tools offers the biopharma industry potentially tremendous efficiency gains; however, success will ultimately depend upon organizational…
www.thepharmanavigator.com
September 17, 2026 at 12:48 PM
To delve into the details of high-level agency expectations and find out about how bio/pharma companies can meet these in day-to-day operations, The Pharma Navigator convened a panel of experts.
See here for more👇
www.thepharmanavigator.com/news/a-new-f...
See here for more👇
www.thepharmanavigator.com/news/a-new-f...
Stop fighting your bike and start commanding it. Experience total control and a silence you didn't know was possible on the trail. Discover the secret to a smoother ride here: https://unicun.com/product/mountain-bike-crank-104bcd-to-gxp-aluminum-alloy-cnc-crank/
#MTB #Cycling #BikeLife
#MTB #Cycling #BikeLife
September 17, 2026 at 10:51 AM
Stop fighting your bike and start commanding it. Experience total control and a silence you didn't know was possible on the trail. Discover the secret to a smoother ride here: https://unicun.com/product/mountain-bike-crank-104bcd-to-gxp-aluminum-alloy-cnc-crank/
#MTB #Cycling #BikeLife
#MTB #Cycling #BikeLife