Comp conn 3 bits and bytes
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The document explains how computers use binary code to process information. It discusses how bits store either 1s or 0s to represent data as on or off signals. Eight bits are grouped together to form a byte, which can have one of 256 possible combinations of 1s and 0s. This binary code allows computers to interpret keyboard inputs and display letters on screens. Memory and storage capacities are measured in bytes, kilobytes, megabytes and gigabytes based on groups of bits and bytes.
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> What Agentic AI is and how it operates (perceives → reasons → acts)
> Real-world enterprise use cases: enterprise co-pilots, DevOps automation, multi-agent orchestration, and decision-making support
> Key risks based on the OWASP Agentic AI Threat Model, including memory poisoning, tool misuse, privilege compromise, cascading hallucinations, and rogue agents
> Infrastructure challenges unique to Agentic AI: unbounded tool access, AI identity spoofing, untraceable decision logic, persistent memory surfaces, and human-in-the-loop fatigue
> Reference architectures for single-agent and multi-agent systems
> Mitigation strategies aligned with the OWASP Agentic AI Security Playbooks, covering: reasoning traceability, memory protection, secure tool execution, RBAC, HITL protection, and multi-agent trust enforcement
> Future-proofing infrastructure with observability, agent isolation, Zero Trust, and agent-specific threat modeling in the SDLC
> Call to action: enforce memory hygiene, integrate red teaming, apply Zero Trust principles, and proactively govern AI behavior
Presented at the Indonesia Cloud & Datacenter Convention (IDCDC) 2025, this session offers actionable guidance for building secure and trustworthy infrastructure to support the next generation of autonomous, tool-using AI agents.
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https://openaccess.thecvf.com/content/CVPR2024/html/Liang_InfLoRA_Interference-Free_Low-Rank_Adaptation_for_Continual_Learning_CVPR_2024_paper.html
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https://www.alandix.com/academic/talks/Keele-2025/
In many areas it already seems that AI is in charge, from choosing drivers for a ride, to choosing targets for rocket attacks. None are without a level of human oversight: in some cases the overarching rules are set by humans, in others humans rubber-stamp opaque outcomes of unfathomable systems. Can we design ways for humans and AI to work together that retain essential human autonomy and responsibility, whilst also allowing AI to work to its full potential? These choices are critical as AI is increasingly part of life or death decisions, from diagnosis in healthcare ro autonomous vehicles on highways, furthermore issues of bias and privacy challenge the fairness of society overall and personal sovereignty of our own data. This talk will build on long-term work on AI & HCI and more recent work funded by EU TANGO and SoBigData++ projects. It will discuss some of the ways HCI can help create situations where humans can work effectively alongside AI, and also where AI might help designers create more effective HCI.
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Similarly, value proposition-what a solution does and why it’s better than what’s already there-has a valued place in product development, but it assumes that the product will automatically be something that people can use successfully, or that an MVP can be transformed into something that people can be successful with after the fact. This can require expensive rework, and sometimes stops product development entirely; again, UX professionals are deeply familiar with this problem.
Solutions with solid product-behavior fit, on the other hand, ask people to do tasks that they are willing and equipped to do successfully, from purchasing to using to supervising. Framing research as developing product-behavior fit implicitly positions it as overlapping with product-market fit development and supports articulating the cost of neglecting, and ROI on supporting, user experience.
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Join us as we dive into the integration of Python with FME, exploring practical tips, demos, and the flexibility of Python across different FME versions. You’ll also learn how to manage SSL integration and tackle Python package installations using the command line.
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-Top reasons for using Python within FME workflows
-Demos on integrating Python scripts and handling attributes
-Best practices for startup and shutdown scripts
-Using FME’s AI Assist to optimize your workflows
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There is a huge resource problem in IT, especially in the IT security industry. Therefore, you would expect people to pay attention to the existing incentives and the ones they create with their budget allocation, their awareness training, their security reports, etc.
But reality paints a different picture: Bad incentives all around! We see insane security practices eating valuable time and online training annoying corporate users.
But it's even worse. I've come across incentives that lure companies into creating bad products, and I've seen companies create products that incentivize their customers to waste their time.
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Comp conn 3 bits and bytes
- 1. Computer Connections: Lesson 3 - Bits & Bytes
- 2. Did you know… • All information that travels through your computer is based on two commands?
- 3. On or Off • The only data a computer can understand is on and off. • But, the millions of combinations of those two commands given in series are what make a computer work.
- 4. Huh?!? • Remember the power supply that is inside your computer and how it sends electricity to all of the components? • That electricity is what creates an on signal.
- 5. bits • The memory chips inside your computer are divided into thousands of tiny compartments called bits. • Each bit has an electronic switch or gate. – On (1) = gate is open and letting electricity go through. – Off (0) = gate is closed gates because the electricity is blocked and cannot get through.
- 6. Binary Code • Data is formed by grouping the bits together to form a series of 1/0. • Eight bits are grouped together to form a byte. • The grouping of 1/0 within a byte is called Binary Code. In this group of eight, there are 256 possible combinations of 1/0.
- 7. How Binary Code Works: • type the letter A on your keyboard • electrical signals are sent from the keyboard to the CPU. • The CPU processes the signals and turns it into binary code. • The computer reads the binary code and sends it to the monitor to display the letter A.
- 8. B, KB, MB & GB • You may have seen these abbreviations many times before. • Do you know what they mean? 8 bits = 1 byte (B) 1,000 B = 1 Kilobyte (KB) 1,000 KB = 1 Megabyte (MB) 1,000 MB = 1 Gigabyte (GB) 1,000 GB = 1 Terabyte (TB)
- 9. Memory • Memory/Storage capacity is measured in Bytes. • Ex: 15GB hard drive = the hard drive has the capacity to store 15 billion bytes.
Editor's Notes
- #7: In this group of eight, there are 256 possible combinations of 1/0 .