There are endless posts predicting the demise of jobs that can be taken over by software agents: that information is not news go anyone I imagine.
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The essence of risk management lies in maximizing the areas where we have some control over the outcome while minimizing the areas where we have absolutely no control over the outcome and the linkage between effect and cause is hidden from us.
" ....... because as we know, there are known knowns; there are things we know we know. We also know there are known unknowns; that is to say we know there are some things we do not know. But there are also unknown unknowns—the ones we don't know we don't know."No luck
Present events are connected with preceding ones by a tie based upon the evident principle that a thing cannot occur without a cause that produces it. . . .Bernstein or Bayes' (with help from ChatGPT)
All events, even those which on account of their insignificance do not seem to follow the great laws of nature, are a result of it just as necessarily as the revolutions of the sun.


FBI Says People Are Using Deepfakes to Apply to Remote Jobs
So, what is Barr reporting that the FBI is saying?
According to the FBI’s announcement, more companies have been reporting people applying to jobs using video, images, or recordings that are manipulated to look and sound like somebody else.
These fakers are also using personal identifiable information from other people—stolen identities—to apply to jobs at IT, programming, database, and software firms.
The report noted that many of these open positions had access to sensitive customer or employee data, as well as financial and proprietary company info, implying the imposters could have a desire to steal sensitive information as well as a bent to cash a fraudulent paycheck.These applicants were apparently using voice spoofing techniques during online interviews where lip movement did not match what’s being said during video calls, according to the announcement. Apparently, the jig was up in some of these cases when the interviewee coughed or sneezed, which wasn’t picked up by the video spoofing software.
And, somewhat related insofar as fake references and supporting documention, the report includes this timely warning: "The FBI was among several federal agencies to recently warn companies of individuals working for the North Korean government applying to remote positions in IT or other tech jobs"
Bottom line: with remote interviews, some caution advised!
"Not learning to code just because there are AI coding agents is like not learning how to think because there are talk shows. Writing = thinking. Creating = imagining. Coding = building. If you're in tech in 2025 and you can't do these things, your career is at risk."Daniel Miessler

"I preferred to deal with chiefs of organisations rather than counsellors. Everyone should do a good day’s work and be accountable for some definite task.""It is easier to give directions than advice, and more agreeable to have the right to act, even in a limited sphere, than the privilege to talk at large"
Winston Churchill, WWII Memoirs

A wise man once said: Be careful who you let on your ship, because some people will sink the whole ship just because they can't be captain.Anonymous


I'm always accountable for what I do.I'm accountable for that which I am responsible.(Subtext: this can only be true if my personal integrity does not allow me to push blame on to others for failures and missteps, or claim false credit for what others actually did)


But you may have to take in a lot from marketing, sales, architects, and stylists about how to spread that cost to maximize utility and thereby maximize the business value of each input dollar spent.



A balloonist was lost.He descended to just 30' above the ground where he spotted a lady below"Can you tell me where I am?" he called out.She responded: "Your altitude is 30' above ground; your latitude is 28.538 north; your longitude is 81.378 west"The balloonist said: "You must be an engineer!"She responded: "Yes, how did you know?"He said: "You have given me facts, but no information that is useful for me. You haven't helped me at all, and I'm still lost!"She responded: "You must be in management!"He said: "Yes, how did you know?"She responded: "You have all the facts, but still you say you're lost and can not help yourself. You have positioned yourself above me, and me below you, only now you say it's my fault!"Anonymous

I cannot express to you how much you need to become all of these if you want to be employed / employable going forward.These are all merging. It’s all one thing.
- Thinker / Creator
- Product Manager
- Developer (AI Augmented, of course)
- Sales / Marketing expert (AI Augmented, of course)
It’s just called being in the workforce.
You have to be able to come up with ideas, implement them, and then get them to market. Full stop.
This is the work side of Human 3.0.Daniel Miessler



What about agile?
The SI comes on the job early, typically from Day-1, working down the project definition side of the "V" chart (see chart below)
The SI is an advisor to the PEO or PMO regarding threats to the cost, scope, schedule, or quality. If there are value engineering proposals to be fit into the program, the SI is usually the first to evaluate and advise about their applicability.
The SI is an independent evaluator ("red team") of specifications, looking for inconsistencies, white space gaps, sequencing and dependency errors, and metric inconsistencies
The SI is an independent technical reviewer for the PMO of the progress toward technical and functional performance. The SI may provide much of the data for earned-value analysis.
The SI can be an independent trouble-shooter, but mostly the SI is looking for inappropriate application of tools, evaluation of root cause, and effectiveness of testing.
The SI may be an independent integrator of disparate parts that may require some custom connectivity. This is particularly the case when addressing a portfolio. The SI may be assigned the role of pulling disparate projects together with custom connectors.
The SI may be independent integration tester and evaluator, typically moving up the "V" from verification to validation
In a tough situation, the SI may be your new best friend!

Projects are transformative of disparate inputs into something of greater value. More than a transfer function, projects fundamentally alter the collective value of resources in a cybernetics way: the value of the output is all but undiscernible from an examination of inputs
But this posting is about asymmetry. Asymmetry is a different idea than cybernetics
"Value" is highly asymmetrical in many instances, without engaging cybernetics. One example cited by Steven Pinker is this:
Your refrigerator needs repair. $500 is the estimate. You groan with despair, but you pay the bill and the refrigerator is restored. But would you take $500 in cash in lieu of refrigeration? I don't know anyone who would value $500 in cash over doing without refrigeration for a $500 repair.
Of course there is the 'availability' bias that is also value asymmetrical:
"One in hand is worth two in the bush"
And there is the time displacement asymmetry:
The time-value of money; present value is often more attractive than a larger future value. The difference between them is the discount for future risk and deferred utility.Let's not forget there is the "utility" of value:
$5 is worth much less to a person with $100 in their pocket than it is to a person with only $10
How valuable?
So when someone asks you "how valuable is your project", your answer is ...... ?
