Where We Really Stand In AI Capabilities

The recent talk of AGI, as if it is some kind of impending certainty, and now talk about “Superintelligence” is really causing a great deal of confusion. The reality is that we are nowhere near the point of human level intelligence in all domains, the idea of artificial super intelligence, is entirely speculative and nowhere near foreseeable capabilities, and you can’t scale past the limits of current AI systems. The truth has been lost in a sea of sensational rhetoric.

The modern public discourse around artificial intelligence began with a fundamental shift in frame of reference. For decades, AI systems were narrow, technical, and largely invisible to the general public. Then, quite suddenly, natural language processing systems emerged with startling fluency. For the first time, people could interact with a machine through conversational language that resembled human dialogue.

This single development reset public intuition overnight.

Instead of being understood as statistical systems operating within defined computational constraints, large language models were immediately interpreted through the lens of science fiction archetypes: conversational minds, digital assistants, synthetic intellects. The resemblance in surface behavior was compelling enough to override the underlying reality of how these systems actually function.

But fluency is not cognition. Simulation of reasoning is not reasoning itself.

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The Narrative About AI Triggered Job Loss is Speculative and Irresponsible

We are seeing an increased public narrative about the potential for job losses from AI deployment. These claims receive a great deal of media attention and are rewarded in the social media landscape for being as pessimistic as possible. Mass job loss remains highly speculative and many claims skew to the highly implausible. But this is causing mass harm.

The increasingly popular narrative of inevitable, catastrophic, long-term job loss due to artificial intelligence is not grounded in robust empirical evidence. It is overwhelmingly speculative, framed in worst-case abstractions, and presented to the public with a level of certainty that far exceeds what the data justifies. That alone would be intellectually questionable. But the deeper issue is ethical: the psychological and social harm caused by repeatedly presenting extreme scenarios as near-certainties.

There is a very real human cost to this discourse. People are not reading these forecasts as academic hypotheticals. They are internalizing them as personal futures. Students reconsider career paths. Mid-career professionals experience anxiety and loss of motivation. Workers in already uncertain labor markets feel prematurely obsolete. This is not a trivial side effect. It is a measurable psychological burden placed on millions of people based on projections that remain deeply uncertain and, in many cases, methodologically weak.

Serious economic forecasting requires discipline, historical grounding, and humility about technological diffusion. What we are instead seeing in many public conversations is a pattern of extrapolation from capability demos directly to labor market collapse, skipping entirely over the realities of workflow integration, governance constraints, liability frameworks, organizational inertia, and economic adaptation. That is not analysis. That is narrative acceleration.

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Update on Drone Hysteria With Video

This truly appears to be primarily and perhaps completely caused by mass hysteria and not any actual drone swarm of any kind. There remains the possibility that there were unauthorized drones in sensitive areas, but that does not appear to account for most of the reports.

After spending hours looking for any videos of the supposed drones in New Jersey and elsewhere, I was surprised to find that the overwhelming majority of the sightings seem to be clear, unambiguous and completely doubtless examples of civil and commercial aircraft.


This reminds me very much of the battle of Los Angeles, which was not actually a real battle but rather just an example of similar mass hysteria. We are seeing similar hallmarks to previous flying phenomena hysteria, including a mushrooming number of reports and increasing drama as more and more people are convinced that drones have crashed, are attacking or something else.

Could Drones Over New Jersey Be a Case of Mass Hysteria?

It’s far from certain, and there are a few cases that appear to be legitimate drone sightings, but a large number also appear to be civilian aircraft or other mistakes. At least some, thought perhaps not all reports are a case of panic.

If you have not been living under a rock, you are probably aware that people around New Jersey, and now elsewhere are up in arms over reported sightings of drones. Drone sightings are not at all unusual in the year 2024, but these include reports of drones over sensitive military facilities and critical infrastructure, such as reservoirs and power plants. These reports started coming in around November 13th and have gotten more and more extreme as time has gone on.

At present, a number of elected officials, such as mayors, the governor and police chiefs have voices concern. A great deal of drama is now under way, while officials are demanding answers from the FBI, military or others. Many are calling for the drones to be shot down.

The problem is we still don’t actually have any answers as to what is happening and the reports are fragmented and inconsistent. With time, confusion has only increased and primary evidence of documentation has been lacking.

Now similar reports are being made across the Northeast. At first it was claimed that the drones were “spreading to New York.” Now they claim to have been seen across the Northeast and the US in general.

Here is what seems to have been reported:

  • It has been reported that the drones are only out at night, reportedly appearing at dusk and not being seen during the day.
  • Many of the drones have lights on them, in some cases the lights are strobes or other standard hazard and navigational lights.
  • There have been reports of bright lights and drones that are highly visible and not trying to be stealthy.
  • The drones have been reported over restricted areas, such as Trump-owned property, military installations and airports.
  • Air traffic, including a medical helicopter have had to be diverted due to concerns over drone collisions.
  • Their origin, flight paths and landing locations remains elusive.
  • There are unconfirmed reports of drones switching off lights or otherwise trying to hide when pursued.
  • Many have claimed that the drones are enormous in size, frequently described as the size of an SUV or larger.
  • Reports imply the same drones remain in the sky for hours and travel great distances.

It should be noted that such large and capable drones do exist and are available for purchase. The reports of drones “The size of an SUV” or “8 feet in diameter,” if true, do imply that these are not consumer drones, but rather larger, higher capacity drones. Such drones do exist and are used in agriculture, surveying and other professional pursuits. It’s also possible that a large experimental drone could be constructed by hobbyists, as parts and supplies to build large drones do exist.

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Does your kid play video games? Sue about it!

Ah yes, we are as overly and overtly litigious society, and there is no doubt about it. Certainly not when an old scheme comes up, yet again. The evil daemon? That’s right, video games. Video games, along with comic books, and that dang-blasted rock and roll music – this is why kids these days don’t know the value of a dollar!

Leaving aside the sarcasm for a moment…

Video games have been demonized as addictive, a waste of time, an encourager of violence and a gateway to satanism, ever since they first debuted in the 1970’s. Today most adults are used to the banter, because anyone under the age of 60 grew up with it. Video games tend to be the low hanging fruit for what people think is offensive and dangerous. They always have been, but now that it is so familiar, it seems less likely that anyone would take it seriously.

Well, there are law firms who feel otherwise.

Here are a few ads that I came across on social media, over the past few weeks.

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