Blind Spots in AI and Formulation Science Knowledge Pyramid (Updated Perspect...Ajaz Hussain
油
This presentation delves into the systemic blind spots within pharmaceutical science and regulatory systems, emphasizing the significance of "inactive ingredients" and their influence on therapeutic equivalence. These blind spots, indicative of normalized systemic failures, go beyond mere chance occurrences and are ingrained deeply enough to compromise decision-making processes and erode trust.
Historical instances like the 1938 FD&C Act and the Generic Drug Scandals underscore how crisis-triggered reforms often fail to address the fundamental issues, perpetuating inefficiencies and hazards.
The narrative advocates a shift from reactive crisis management to proactive, adaptable systems prioritizing continuous enhancement. Key hurdles involve challenging outdated assumptions regarding bioavailability, inadequately funded research ventures, and the impact of vague language in regulatory frameworks.
The rise of large language models (LLMs) presents promising solutions, albeit with accompanying risks necessitating thorough validation and seamless integration.
Tackling these blind spots demands a holistic approach, embracing adaptive learning and a steadfast commitment to self-improvement. By nurturing curiosity, refining regulatory terminology, and judiciously harnessing new technologies, the pharmaceutical sector can progress towards better public health service delivery and ensure the safety, efficacy, and real-world impact of drug products.
Blind Spots in AI and Formulation Science Knowledge Pyramid (Updated Perspect...Ajaz Hussain
油
This presentation delves into the systemic blind spots within pharmaceutical science and regulatory systems, emphasizing the significance of "inactive ingredients" and their influence on therapeutic equivalence. These blind spots, indicative of normalized systemic failures, go beyond mere chance occurrences and are ingrained deeply enough to compromise decision-making processes and erode trust.
Historical instances like the 1938 FD&C Act and the Generic Drug Scandals underscore how crisis-triggered reforms often fail to address the fundamental issues, perpetuating inefficiencies and hazards.
The narrative advocates a shift from reactive crisis management to proactive, adaptable systems prioritizing continuous enhancement. Key hurdles involve challenging outdated assumptions regarding bioavailability, inadequately funded research ventures, and the impact of vague language in regulatory frameworks.
The rise of large language models (LLMs) presents promising solutions, albeit with accompanying risks necessitating thorough validation and seamless integration.
Tackling these blind spots demands a holistic approach, embracing adaptive learning and a steadfast commitment to self-improvement. By nurturing curiosity, refining regulatory terminology, and judiciously harnessing new technologies, the pharmaceutical sector can progress towards better public health service delivery and ensure the safety, efficacy, and real-world impact of drug products.
Prelims of Rass MELAI : a Music, Entertainment, Literature, Arts and Internet Culture Quiz organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
APM event hosted by the South Wales and West of England Network (SWWE Network)
Speaker: Aalok Sonawala
The SWWE Regional Network were very pleased to welcome Aalok Sonawala, Head of PMO, National Programmes, Rider Levett Bucknall on 26 February, to BAWA for our first face to face event of 2025. Aalok is a member of APMs Thames Valley Regional Network and also speaks to members of APMs PMO Interest Network, which aims to facilitate collaboration and learning, offer unbiased advice and guidance.
Tonight, Aalok planned to discuss the importance of a PMO within project-based organisations, the different types of PMO and their key elements, PMO governance and centres of excellence.
PMOs within an organisation can be centralised, hub and spoke with a central PMO with satellite PMOs globally, or embedded within projects. The appropriate structure will be determined by the specific business needs of the organisation. The PMO sits above PM delivery and the supply chain delivery teams.
For further information about the event please click here.
How to Setup WhatsApp in Odoo 17 - Odoo 際際滷sCeline George
油
Integrate WhatsApp into Odoo using the WhatsApp Business API or third-party modules to enhance communication. This integration enables automated messaging and customer interaction management within Odoo 17.
How to Configure Flexible Working Schedule in Odoo 18 EmployeeCeline George
油
In this slide, well discuss on how to configure flexible working schedule in Odoo 18 Employee module. In Odoo 18, the Employee module offers powerful tools to configure and manage flexible working schedules tailored to your organization's needs.
QuickBooks Desktop to QuickBooks Online How to Make the MoveTechSoup
油
If you use QuickBooks Desktop and are stressing about moving to QuickBooks Online, in this webinar, get your questions answered and learn tips and tricks to make the process easier for you.
Key Questions:
* When is the best time to make the shift to QuickBooks Online?
* Will my current version of QuickBooks Desktop stop working?
* I have a really old version of QuickBooks. What should I do?
* I run my payroll in QuickBooks Desktop now. How is that affected?
*Does it bring over all my historical data? Are there things that don't come over?
* What are the main differences between QuickBooks Desktop and QuickBooks Online?
* And more
How to use Init Hooks in Odoo 18 - Odoo 際際滷sCeline George
油
In this slide, well discuss on how to use Init Hooks in Odoo 18. In Odoo, Init Hooks are essential functions specified as strings in the __init__ file of a module.
Finals of Rass MELAI : a Music, Entertainment, Literature, Arts and Internet Culture Quiz organized by Conquiztadors, the Quiz society of Sri Venkateswara College under their annual quizzing fest El Dorado 2025.
How to Modify Existing Web Pages in Odoo 18Celine George
油
In this slide, well discuss on how to modify existing web pages in Odoo 18. Web pages in Odoo 18 can also gather user data through user-friendly forms, encourage interaction through engaging features.
Digital Tools with AI for e-Content Development.pptxDr. Sarita Anand
油
This ppt is useful for not only for B.Ed., M.Ed., M.A. (Education) or any other PG level students or Ph.D. scholars but also for the school, college and university teachers who are interested to prepare an e-content with AI for their students and others.
TLE 7 - 3rd Topic - Hand Tools, Power Tools, Instruments, and Equipment Used in Industrial Arts.pptx
1. Hand tools, Power tools,
Instruments, Equipment,
and Accessories
TLE - Quarter 4
Week 3
2. LEARNING OBJECTIVES
01 Differentiate the hand tools, power tools,
instruments, and equipment.
02 Identify and classify the common hand tools,
power tools, instruments, and equipment used in
industrial arts.
03 Explain the uses and characteristics of each
tool, instrument, and equipment.
5. HAND
TOOLS
- these are simple tools you use with your
hands, usually not powered.
POWER
TOOLS
- a tool powered by electricity.
6. HYDRAULIC
TOOLS
- are operated by fluids such as water or oil
under pressure.
PNEUMATIC
TOOLS
- are operated by air under pressure and are
very powerful
12. Hand tools can be categorized into various
groups, each serving specific purposes.
HAND TOOLS
CLASSIFICATIONS
Consequently, these groups are utilized in
different situations and for other tasks.
16. Pneumatics rely on compressible gases
such as air or pure gas.
COMMON PNEUMATIC
TOOLS
17. Air impact wrenches
- powerful tools
commonly used for
loosening or tightening
bolts and nuts with high
torque.
COMMON PNEUMATIC
TOOLS
18. Pneumatic drill
a handheld air-
powered tool
that drills holes or
destroys hard surfaces
such as rock, concrete,
COMMON PNEUMATIC
TOOLS
19. Air hammer
It uses compressed air
to drive a hammering
piston that delivers
repeated impacts to the
attached chisel or tool bit.
COMMON PNEUMATIC
TOOLS
20. Tire inflator
A simple tire inflator is
a popular air tool, even
with general consumers
(rather than
industrial workshop
users).
COMMON PNEUMATIC
TOOLS
21. Paint sprayer
Spray painting is another
essential application of
compressed air. One of the
simplest paint sprayers is an
airbrush.
COMMON PNEUMATIC
TOOLS
22. Hydraulics use incompressible liquids like
mineral oil, ethylene glycol, water, synthetic
fluids, or high-temperature resistant fluids to
enable power transmission.
COMMON HYDRAULIC
TOOLS
30. What is an Analog
Instrument?
- An analog instrument shows
the measurement results either in a
wave or by the deflection of a
pointer on an analog scale
31. Examples of analog instruments include:
Analog
Multimeter
Analog
Thermometer
32. Examples of analog instruments include:
Analog Pressure
Gauge
Analog Oscilloscope
34. What is a Digital
Instrument?
- A digital instrument is a
measuring instrument that
represents the output in the
form of digits on a screen (LCD or
LED).
36. Examples of Digital instruments
include:
Digital Measuring
tape
Digital Weighing
37. 1. Construction services
Equipment and accessories could include
concrete mixers, dump trucks, loaders, cranes,
scaffolding, and safety gear.
EQUIPMENT AND
ACCESSORIES
38. 2. Electro-mechanical services
Equipment and accessories could include
electronic components such as circuit boards,
machinery parts such as gears and motors, and
tools such as soldering irons.
EQUIPMENT AND
ACCESSORIES
39. 3. Electrical services
Equipment and accessories could include
wiring, switches,
outlets, and tools such as wire cutters and voltage
testers.
EQUIPMENT AND
ACCESSORIES
40. 3. Electrical services
Equipment and accessories could include
wiring, switches,
outlets, and tools such as wire cutters and voltage
testers.
EQUIPMENT AND
ACCESSORIES
41. 4. Automotive and small engine services
equipment and accessories could include
diagnostic tools such as OBD scanners,
replacement parts such as spark plugs and filters,
and maintenance tools such as wrenches and
socket sets.
EQUIPMENT AND
ACCESSORIES
42. References:
Fleming, R. (2022, October 20). What are the types of hand tools and how are they important? Proline Blog. https://www.prolinerangehoods.com/blog/types-of-hand-
tools/
Hand and power tools: What you need to know | SafetyCulture. (2023, December 29). SafetyCulture. https://safetyculture.com/topics/hand-and?power-tools/
House, D. C. (2023, January 26). Zebra crossing rules in India. Blogs - DigitalCarHouse.com. https://digitalcarhouse.com/blog/zebra-crossing?rules-in-india/
King, R. (2020, April 21). Hydraulics Vs Pneumatics. Hydraulics and Pneumatics Whats the Difference, and Why the Confusion?
https://www.rowse.co.uk/blog/post/hydraulics-vs-pneumatics
Prasad, L. (2024, February 17). 23 Different types of air tools (Pneumatic tools) and their uses. ElectronicsHub.
https://www.electronicshub.org/air-tools/
Robc. (2023, December 4). Hydraulics and pneumatics Whats the difference, and why the confusion? - Worlifts. Worlifts.
https://www.worlifts.co.uk/expert-guides/hydraulics-and-pneumatics-whats-the-difference-and-why-the-confusion/
Team, L. C. (2023, October 7). 11 Types of hand tools and their usage | Linquip. Industrial Manufacturing Blog | linquip.
https://www.linquip.com/blog/types-of-hand-tools/
Torc Stark. (2023, September 5). Common Hydraulic Tools: applications, operations. TorcStark速. https://torcstark.com/summary-of-common?
hydraulic-tools/
What is meant by equality of educational opportunity? Describe how education helps to facilitate social equality. (n.d.). Quora.
https://www.quora.com/What-is-meant-by-equality-of-educational-opportunity-Describe-how-education-helps-to-facilitate-social-equality
Ang, B. (2024) Lesson Exemplar for TLE Grade 7 Quarter 4: Lesson 3 (Week 3) SY 2024-2025