What is the 'Gartner Hype Cycle' and what does it describe?

A framework showing how new technologies follow a pattern: initial hype peaks, then crashes into disillusionment before stabilizing at realistic productive use A security framework for evaluating the risk level of different technology platforms A system that predicts which technologies will become mainstream within five years A market research tool that tracks how many companies are using a given technology

What does 'tech solutionism' mean and why is it problematic?

The belief that complex social problems (poverty, crime, inequality) can be solved primarily through technology — often oversimplifying problems and ignoring social, political, and human factors The tendency for technology companies to claim their products solve more problems than they do Using technology to find solutions to environmental and climate problems The practice of designing technology products to solve one specific problem very well

What is 'convergent technology' and why does it accelerate change?

When multiple technologies combine to create capabilities that none could provide alone — AI + IoT + 5G + cloud computing together enable smart cities and autonomous systems When competing technology companies merge into single large corporations When different versions of the same technology converge on a single standard Technologies that converge on becoming smaller and more energy-efficient over time

What is 'vendor lock-in' and why does it matter?

When switching to a competitor becomes very difficult or expensive because your data, processes, or skills are tied to one provider's proprietary system When a software vendor locks their code so competitors can't copy it A security feature that locks user accounts after too many failed login attempts When ISPs lock your internet connection to prevent competitors from offering service

What questions should you ask when evaluating a new technology's security claims?

Has it been independently audited? What specific attacks does it defend against? What are its known limitations? What happens when it fails? Who has deployed it successfully? How much does it cost and how many employees does the company have? How many awards has it won and which famous companies invested in it? Is the CEO a security expert and does the company have a privacy policy?

What is 'responsible AI' development?

Building AI systems with fairness, transparency, accountability, privacy, and human oversight — considering potential harms before deployment, not just after problems occur AI that is only used for responsible, beneficial purposes like healthcare and education AI systems that are programmed to automatically refuse requests to do harmful things Making sure AI companies pay taxes responsibly and follow labor laws

What is 'planned surveillance' and how does it differ from emergency surveillance?

Planned surveillance is systematic, ongoing monitoring of populations or individuals without specific cause — different from targeted surveillance of suspected criminals with legal authorization Planned surveillance is conducted by private companies; emergency surveillance is done by governments Planned surveillance is fully legal; emergency surveillance requires court approval There is no meaningful difference — all surveillance requires the same legal standard

Why is 'security by obscurity' generally considered a weak security strategy?

Relying on secrecy of design or implementation to provide security — it fails when the secret is discovered, and makes vulnerabilities harder to find and fix through community review Making passwords obscure and hard to guess by using special characters and numbers Hiding server locations and company headquarters to prevent physical attacks Using obscure programming languages that attackers aren't familiar with

What is 'privacy by design'?

Building privacy protections into systems from the beginning, rather than adding them later — data minimization, encryption, and user controls are integral to the design, not afterthoughts Designing products with aesthetic privacy features like screen blockers and privacy screens Hiring privacy lawyers to review designs before products are released A design philosophy that prioritizes user privacy over product features and revenue

What is 'responsible disclosure' and how does it relate to emerging technology vulnerabilities?

Notifying vendors privately about security flaws and allowing time to fix them before public disclosure — especially important for vulnerabilities in critical infrastructure and emerging tech with wide adoption Publicly releasing information about new security techniques immediately so everyone can use them Disclosing all of a company's security practices to regulators when required by law A requirement that AI systems explain their decisions to users in plain language