← Back to Library

Weekly dose of optimism #192

Packy McCormick's latest dispatch from the frontier of technology refuses to treat the future as a distant abstraction, instead presenting it as a tangible, accelerating reality unfolding in real-time. The piece distinguishes itself by weaving together disparate breakthroughs—from robotic dexterity to nuclear energy—into a single narrative of industrial renaissance, suggesting that the bottleneck of progress has shifted from theoretical possibility to engineering execution.

The Hardware Renaissance

McCormick argues that the era of software-only AI is giving way to a new age where physical manipulation is the new frontier. He highlights Genesis AI's GENE-26.5, a system that has moved beyond simple tasks to complex, multi-step physical labor. "Genesis says they've collected over 200,000 hours of multimodal data with partners," McCormick writes, noting that the key to this leap was not just better algorithms, but better data capture. The company utilized a specialized glove with EMF-based finger tracking to record human movements without altering the behavior being studied, a critical distinction often missed in robotics.

Weekly dose of optimism #192

The argument here is compelling because it addresses the "data starvation" problem that has long plagued embodied AI. McCormick explains that previous attempts failed because the interfaces used to collect data distorted the very behaviors they sought to replicate. By co-designing the model, the data collection tool, and the hardware itself, Genesis achieved a level of fluidity that rivals human capability. The demonstration included a robot cracking an egg, solving a Rubik's Cube, and even performing wire harnessing, which McCormick calls the "holy grail" of automotive manufacturing.

"The argument is that all four pieces have to be co-designed, because compromises in any one of them propagate everywhere else."

Critics might note that the demo tasks were highly controlled environments, and the leap to unstructured real-world chaos remains significant. However, the efficiency gains are undeniable; the team claims most tasks required less than one hour of specific training data. This suggests a path where general-purpose models can be rapidly fine-tuned for specific industrial needs, a shift that could fundamentally alter global supply chains. The connection to the broader context of manufacturing is sharp, echoing the historical complexity of cable harnesses which have long been a manual bottleneck in vehicle production.

Neural Interfaces and the Brain

The commentary then pivots to the biological frontier, where Neuralink is expanding its surgical capabilities. McCormick describes a new surgical robot capable of reaching any region of the brain, a generational upgrade that moves beyond the cortex to deep brain structures. "The goal: a generalized neural interface to help solve any condition that originates in the brain," he notes, highlighting the shift from treating paralysis to addressing epilepsy, Parkinson's, and mood disorders.

The speed and precision of this new system are staggering. McCormick points out that the robot places an electrode thread in 1.5 seconds, an 11x speedup over the previous generation, while using eight optical coherence tomography cameras to map vasculature in real time. This technical leap is framed not just as a medical advancement, but as a necessary step toward a future where the human mind can be directly interfaced with digital systems. The implication is that if the hardware can reach the right places, the software of the mind becomes editable.

"Any brain region expands what Neuralink can fix (and ultimately enhance)."

While the medical potential is immense, the ethical implications of enhancing human cognition remain a contentious counterpoint. The ability to treat conditions like PTSD or depression via direct neural intervention is profound, yet it raises questions about the definition of normalcy and the potential for misuse. McCormick's framing focuses on the therapeutic horizon, but the path to "enhancement" is a societal debate that is only just beginning.

Energy and Critical Materials

McCormick's optimism extends to the foundational layers of the economy: energy and raw materials. He highlights Magrathea Metals, a company raising capital to produce magnesium from seawater, a move that could break China's dominance over this critical mineral. "Zero primary magnesium is produced in North America. Zilch. Nada," McCormick writes, underscoring the strategic vulnerability of relying on a single foreign supplier for a metal essential to aerospace and electric vehicles.

The innovation lies not in the electrolysis process itself, which dates back to the 1940s, but in the dry-down step that converts wet magnesium chloride into a form suitable for electrolysis. This technical refinement allows Magrathea to produce the metal at roughly 50% less cost per ton than competing approaches. The stakes are high, as the Department of Energy and the Department of War classify magnesium as a critical mineral, yet the U.S. imports nearly all of it.

"The continent's last major producer, US Magnesium on the Great Salt Lake, went bankrupt and shut down in 2025 after Utah denied the permits."

This section effectively reframes the energy transition as a materials challenge. Without domestic sources of critical minerals, the green energy transition remains fragile. The parallel to the Department of War's recent disclosure of Unidentified Anomalous Phenomena (UAP) files adds a layer of geopolitical tension; just as the government is finally opening its files on the unknown, it is also scrambling to secure the physical resources needed for the future. The release of these files, as McCormick notes, means "the truth is out there," but the real work is in securing the supply chains that will power the next century.

The Nuclear Revival

Finally, the piece touches on the resurgence of nuclear energy, focusing on Aalo Atomics receiving approval for its critical test reactor. McCormick tracks the company's rapid progress toward zero-power criticality by July 4, 2026, a target set by a 2025 executive order to coincide with the nation's 250th birthday. "We will start seeing new, critical advanced reactors online within months for the first time in a long time," he predicts, heralding the start of an "Electronaissance."

The significance of the Documented Safety Analysis (DSA) approval cannot be overstated; it serves as the authoritative safety basis for the facility, equivalent to a commercial license. This regulatory milestone signals that the era of stagnation in nuclear development may be ending. The commercial product, the Aalo Pod, is designed specifically to sit next to hyperscale data centers, directly addressing the surging energy demands of artificial intelligence.

"God Bless America and welcome to the Electronaissance."

A counterargument worth considering is the historical difficulty of bringing nuclear projects in on time and on budget. While the regulatory approval is a major step, the physical construction and operational safety of these new reactor designs remain unproven at scale. However, the modular nature of the Aalo Pod and the factory-built approach aim to mitigate these traditional risks, offering a more predictable path to deployment.

Bottom Line

McCormick's strongest move is connecting the dots between robotic dexterity, neural interfaces, and energy independence to paint a coherent picture of a technological inflection point. The argument holds up because it relies on specific, verifiable milestones rather than vague promises. The biggest vulnerability lies in the assumption that regulatory and supply chain hurdles can be cleared as quickly as the technology advances. Readers should watch for the successful deployment of the first commercial magnesium plants and the criticality of the Aalo-X reactor, as these will serve as the first true stress tests for this new industrial optimism.

Deep Dives

Explore these related deep dives:

  • Diffusion model

    The article credits this specific generative modeling technique as the mathematical engine allowing Genesis AI to synthesize complex, multi-sensory robot trajectories from raw data.

  • Cable harness

    Identified in the text as the 'holy grail' of automotive manufacturing, this niche assembly challenge illustrates the precise level of dexterity required for general-purpose robots to replace human labor in factories.

  • Unidentified flying object

    While the article celebrates the new Department of War disclosure, this topic provides the historical and bureaucratic context for how the US government has classified, studied, and declassified these sightings over decades.

Sources

Weekly dose of optimism #192

by Packy McCormick · Not Boring · Read full article

Hi friends,

Happy Friday and welcome back to our 192nd Weekly Dose of Optimism!

I’m out in California getting optimism injected straight into my veins with a bunch of company visits from the future, on many of which more to come.

Plus, we finally got some UFO disclosure.

I am feeling the sci-fi, and it’s real early here, so…

Let’s get to it.

Today’s Weekly Dose is Brought to you by… SimpleClosure.

We celebrate ambitious companies every week in the Dose, but ambitious also means long odds, and not every ambitious company ends the same way. Some shut down. Some sell assets. Some get acquired. Some simply reach the point where winding down is the right move.

But however a company ends, there are still final steps to handle: state filings, investor communications, distributions, compliance requirements, asset decisions, and remaining obligations.

SimpleClosure helps founders bring structure to closure, so the process is handled clearly, responsibly, and without becoming another months-long burden.

Whether you’re actively winding down or trying to understand what comes next, SimpleClosure can help.1

BREAKING: UAP Disclosure.

Department of War

The American people can now access the federal government’s declassified UAP files instantly. The latest UAP videos, photos, and original source documents from across the entire United States government are all in one place – no clearance required.

It is early here in SF and I haven’t had time to go through these or even see the internet sentiment on what we got here, but the DoW has released the first batch of UAP encounter photos, files, and videos. They’re all on this website, and there will be more to come.

The truth is out there. Happy Disclosure Day.

(1) GENE-26.5: Advancing Robotic Manipulation to Human Level.

Genesis AI is getting handsy. This week, the company released GENE-26.5, the first public model in their GENE family, meant to solve dexterity.

It showed robots cooking a four-minute, 20+ subtask meal that includes one-handed egg cracking and bimanual knife work; pipetting liquid into a centrifuge tube and screwing on a 1cm cap; solving a Rubik's Cube bimanually (which Genesis claims is a first for a general-purpose system without mechanical fixtures, building on OpenAI's 2019 single-handed milestone); making a smoothie from raw ingredients; doing wire harnessing (the "holy grail" of automotive manufacturing); and, separately, playing piano (Rush E, naturally) as a stress test for their control stack.

The model is one ...