Showing posts with label Intelligence. Show all posts
Showing posts with label Intelligence. Show all posts

Saturday, December 29, 2018

Misdirections & The Internet

"My sculptures are like no other known geometrical solid, but they look just like a cube, a pyramid or another known or absurd solid. This means that three observers at three different points would see three different solids.
- Guido Moretti

The more intently we are occupied with something, the harder our system works to suppress distractions. Sometimes, we are skillfully distracted away from the real thing. Perception is constructive, following a predictive processing framework, which underlies why illusions occur. But our intent here is not to talk about magic, we'll do that some other time. Here we want to talk about the sometimes coercive influencing of perceptions, the skillful tunneling of our attention, the actors who may use that and the overarching cyber-enabled theater of these tricks.

Our actors may be groups/activists/hackers/guerillas/state/non-state/whatever with a political or reformist agenda. As per their situation, they may or may not use other and often more violent means of action. Our theater can be better conceptualized as a multi-agent system where each agent (actor) always maintains some local state carrying a representation of all the information which the actor has access to. Capabilities drive the actor intentions, but cultural ideologies, psychological and sometimes monetary benefits, as well as network externalities are primary drivers of behavior in this "theater".

There is emerging a lot of material on Russian and Chinese disinformation as well as hacking campaigns, it is arguable that this "material" itself is a countering mechanism of sorts. We don't know lots for sure so let us take another example, from the epic Mahabharat, day 15 of the Kurukshetra war. This because of two reasons, first that no one can object to the truth or falsehood of a mythology, and second, it makes a great example since we can see various elements of coercive influence operations in a single instance.

At the conceptual level, we can see multiple information classes and the leveraging of unique channel characteristics, also a great display of how an influential node can amplify emotions or curb resistance while building greater trust. There are different communication & influence paths, with a continuous notion of bombardment frequency and intensity. The core of disinformation was repeated thrice to Drona by different actors, while changing the nature of appeals with lots of fighting in between. This while the "celestials" were driving Drona's emotions and reasoning away from fighting, there is coinciding improvisation of inducement strategy throughout the operation. And most importantly from a cyber-driven perspective there is fake-forensics (dead elephant) to avoid inconsistency and leave a false trail backed by true evidences, which also allows for plausible deniability as well as perceptual ambiguity towards any bad self-knowledge among actors. Everything from indirect incitements to direct actions, interactions are directed towards the overall operational objective of attacking Drona's willingness to continue fighting by having him distracted and occupied with a falsehood.

The great strategist and the diplomatic finesse of neither fighting nor not-fighting. Image©watchalen
It is well known in general warfare, the general superiority of defense over attack, all things being equal. And even though military strategy is the domain of taking on the stronger opponent and taking on a weaker persistent opponent is what politicians were for, the advent of cyber-enabled operations has somewhat upended the traditional notions, including but not limited to the ideas of proportionality. David Deptula, when talking about armed drones once, noted that an actor can now project power without projecting vulnerability. This maximization of projected power while minimizing the projected vulnerability and the borderless quasi-intangible nature of cyber-enabled information operations, is markedly the defining shift in the conduct of war, arguably somewhat more threatening to the open-internet societies than the ones behind the firewalls.

Nevertheless, for big-brothers with many eyes, intelligence over internet traffic and telecommunications is only the baseline of information gathering. And with greater state capabilities, come innovations from the underground also. We are seeing ideological actors coordinating as leaderless and self-organizing trans-national networks, using less tech and even riding on international relations. Such systems (of networks) over time can become somewhat fault tolerant & resilient to a degree, if the environment is not shaped against them.

Sometimes actor actions can be attributable, but sometimes not attributable, and sometimes even misattributed. It is difficult to set expectations from future engagements if the prominent actions are a misdirection. With a leaderless system architecture comes the autonomy of peripheral attacks which puts the spotlight back over plausible deniability and perceptual ambiguity. We may see strategic shifts as stable actor behavior in such environments, even leveraging of crises and critical political events to widen any sense of distrust, doubt, disagreement and disarray among the adversary.

Come what may, our unconditional security proofs often rest over idealized assumptions. These illusions of security prevent us from making systemic changes. This may range from us not upgrading our vulnerable devices to our dear leaders overlooking contiguous societal necessities, like climate change for example. This is a pervasive human folly, we like the browsing experience so we don't turn off the JavaScript. And there is no best solution to this but akin to much of Sun Tzu tapestry is a Bruce Lee solution, be like water, LOL.

Monday, April 2, 2018

No Explosions But

There is circulating an article on AI, based on the idea that intelligence explosion is impossible and that there is no such thing as general intelligence. Here it is, and it is rather well written, so definitely worth a read. 

"Singularity" as it is talked about is largely a buzzword, exploiting the fantasy of this mythical exponential rise of machines' intelligence. The "explosion" is happening already, the article notes that it is gradual not sudden but misses the bus at " there is no such thing as general intelligence". It is also (unfortunately) incorrect to assume that human civilization works as a single cooperative swarm. To say that those working towards AGI are merely looking for a problem-solving-master-algorithm is an incorrect definition of the problem, which isn't a good place to begin from. 

Intelligence provides the problem-solving ability, it is not the problem-solving ability itself. For example intelligence also provides the ability to delay gratification, exercise caution, predict eventualities, compete, cooperate, or even do nothing - depending upon what it recognizes as its best interests.

In purely evolutionary terms, intelligence is simply the ability to gain advantage over competition. Suppose we make two robots and train them to collect flowers, and give them a way to connect to a network (internet videos?) and learn more things about the task at hand. We then leave the robots in a beautiful field of flowers, so far both the robots are autonomous agents but not necessarily intelligent agents. Now while performing the task robot A figures out a way to pluck flowers in way that is less damaging to the plant and petals, or figures out a route which allows a faster collection than the other robot - then robot A will be considered an intelligent agent (learning & actuating) while the other guy still remains the dumb automaton.

The thing about gradual changes is, that, on a long enough timeline... 

Regarding smarter or general intelligence, it is said that "out of billions of human brains that have come and gone, none has done so". Well, there is a Chinese proverb, something on the lines that those who think something cannot be done, should not bother those who are trying to do it.
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Tuesday, October 10, 2017

On Formlessness

Life is warfare and a journey far from home.” 
- Marcus Aurelius, Meditations

It is assumed that man, by his very nature, attempts to impose his will upon his environment and meets a resistance at some point leading to a conflict of interests. This is where he strategises to meet his goals, negotiates his interests, compromises his advances, or tries to neutralize the opposition altogether. The modern nation-states too are like the man, and therefore Cebrowski and Garstka have rightly remarked that they make war the same way they make wealth.
In 18th century, Pierre-Joseph Bourcet had conceptualized the war machine as something which flows. This fluidity, he had remarked, was essential and directly proportional to this machine’s maneuverability.
Discussions on warfare must begin with the minds that conduct the conflict. Though there are many aspects of the mind, the psychological property which concerns us most is Intelligence, for that alone primarily concerns displaying advantageous behavior over competition. Wars are won by superior decisions, and better intelligence breeds better decisions.
It is said that intelligence evolved in the ocean when a tiny bag of saltwater known today as a neuron, sparked of electric current upon facing danger. This meta-primitive event gives a very thorough insight into the phenomenon of war for it marks the beginning of the precarious relationship between hunting, warfare and survival, also producing an insight into the perpetuity of war.
Man fought with and alongside horses and elephants, and now he fights alongside machines. Hobbes had said, it is every man against every man. That is his nature after all, that of a competitive animal - from which arises the need to cooperate, giving him his social nature. This self-competing attribute also leads to the adaptive and evolutionary nature of his intelligence.
Assuming that war is the engine which makes the state, the state deploys a system using which it can execute this “formlessness” - or rather a system of systems that allows reconnaissance, manipulation, denial and retaliation. Very much how any self-preserving and self-interested entity would function.
War making is an existential enterprise and utterly devastating to say the least, but even man’s search for meaning goes a lot into why having meaning is important, he does not simply stop himself at the threat of destruction. The ruminations of military philosophers have taught us that the more destructive a military action the less strategic it is, to the extent that it is safely hypothesized that the art-and-craft of war lies in pursuing victory while causing minimum harm.
Formlessness, as some say, is the way that causes the least harm.