MechCanuck 🤖 🔧 (@JessieTweeting) header
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Dad, husband, brother and son. Army Veteran. Advocate for societal change & the environment. Comments my own.. He/Him

Ontario, Canada
Joined July 2018
Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)Photo by MechCanuck 🤖 🔧 (@JessieTweeting)
1/8 Whenever you bring up robotics, people immediately jump to Terminator. Senior executives can be worse, looking at you like some unserious sci-fi geek. But I think robotics will transform the 21st century more profoundly than automobiles transformed the 20th.
Introducing Hugo: the first human companion robot. At Boston Dynamics, I was Chief Strategy Officer, bringing robots into the real world. My co-founder, Farbod Farshidian, led research at the RAI Institute. Together, 15+ years teaching robots to run, jump, and work. So we asked: what if robots could connect with people? Hugo runs on the first Vision-Language-Expression (VLE) model. He links what he sees and hears to movement, expression, and gesture. He notices you, reads the room, and reacts in real time. And he's only the first. Dynamic Creatures is @BostonDynamics' official entertainment and hospitality partner. We're building a cast of characters with film studios, resorts, and theme parks. dynamiccreatures.com
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MechCanuck 🤖 🔧 retweeted
2027 will be wild.
I've summarized where things stand at the AI frontier: - Unreleased models (Anthropic's Models 3 and 4) are now half-way between AI2027's Agents-1 and 2 (graphs fixed for the bug flagged by the AI2027 authors). @DKokotajlo please let me know if I missed something. - We're right on track with AI2027's prediction of an automated coder (AC) for April 2027, wild. Public models are now massively lagging unreleased models (1 day vs. 1 week of autonomous high-quality work). Fuelled by RSI, the gap is huge and growing. - This trajectory, if continued, means a world-changing intelligence explosion in 2027, so the public needs to know. I highly recommend reading more on the topic to grasp what's coming.
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There’s now Brave Norway/France/Germany/Lithuania/and Netherlands… Where’s Brave Canada 🇨🇦?
In 2022, seven Ukrainian companies were building drones. Today there are more than 500. With support from @BRAVE1ua, Ukraine has built entire defense tech markets from scratch. EW and ELINT makers grew from about 10 to 300+, UGV manufacturers from a handful to 200+. Trench EW, interceptor drones, and evacuation UGVs all came out of this ecosystem. Ukraine now produces around 10 million drones a year. The next target is 20 million. Read more: mod.gov.ua/en/explainers/bra…
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Exclusive: A covert Russian network sought to exploit last month's riots in France by using social media to blame the unrest on uncontrolled immigration and portray the government as having lost control, according to an internal EU assessment seen by Reuters reut.rs/3UMHXCW
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🇺🇸 Army testing some variants of the SwarmRobotics' FireAnt during Ex. Pegasus Charge 4
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When rubber meets the road, we have to get creative to ensure our robots will be reliable and performant outside of the lab! Putting wheels on Atlas let us test how faithfully an RL whole-body controller can work with real actuators running at the edge. Learn more about this experiment: bostondynamics.com/blog/atla… Join our team: bostondynamics.com/careers/
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The five eras of AI: Pre-deep learning: 60 years (1950–2010) Deep learning: 9 years (2010–2019) LLMs: 4 years (2019–2023) Reasoning models: 2 years (2024–2025) Coding agents: 1 year (2026) Each time capabilities have accelerated.
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Pentagon is beginning to follow Ukraine into wider use of ground robots | But many U.S. UGVs are more complicated than the attritable ones that Kyiv is buying. buff.ly/mUX7qEa
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This is a massive business opportunity people are sleeping on: Help Enterprises build Socratic Mentor AI’s to help employee training, onboarding, and performance support.
Jane Street just put an AI skill on GitHub. It's not a trading bot. It's a strict Socratic tutor: → Starts with a diagnostic of what you already know → Builds a skill map with levels from 0 to 5 → Asks one question at a time instead of handing you answers → Brings old material back with spaced review → Ends with a final assessment Copy it into your agent's skills folder and say "teach me [anything]". Works in a normal chatbot too: paste the SKILL.md. github.com/janestreet/agent_…
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This is next level! 5.5 million triangles at full res on Vision Pro is wild. Really cool to see spatial computing pushing into this kind of rich, high-detail experience. xitter.gq/i/status/2118876816274…
Positano, Italy - Almalfi Coast - Apple Vision Pro….. Sheesh it’s been a long day. 5.5 MILLION TRIANGLES running at full resolution…. I’ll give some more updates tomorrow I’m tired 😪 I’ll try my best to get this out before Thanksgiving so you all can wow your families with your Vision Pro 🥱🤪
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It isn't that weird to think that "this time is different" - we had a couple of Industrial Revolutions over the past couple centuries, just because we got used to a relatively steady-state regime post World War Two with a regular pace of growth doesn't mean it continues forever.
Across our projects @GoogleDeepMind, we are witnessing a genuine phase transition in the pace of scientific discovery. You will see a glimpse of this in our releases in the next few weeks.
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The Royal Navy has stood up its first ever autonomous squadron that will operate uncrewed boats on front-line operations – as investment into the hybrid navy continues. The 1st Autonomous Squadron is currently operating Kraken K3 Scout and Rattler USVs. royalnavy.mod.uk/news/2026/n…
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"Another aspect to consider is that Canada can simply no longer afford to purchase the bulk of its equipment from other nations....[w]hen Canada’s defence budget was around 1% of GDP and only 13% of that miserly budget was devoted to major equipment purchases, it did not matter if nearly all of that money was spent in other countries. However, with Canada committed to spending 3.5% of its GDP on defence by 2035, with reasonable estimates putting major equipment expenditures as high as 30% of that total, the arithmetic changes. At those levels, major equipment purchases would account for 1.05% of GDP, roughly eight times the 2014 share of 0.13%. The economic headwinds created if most of that spending were to leave the country every year, with nothing of direct economic value returning, are simply unsustainable. Canada must largely rely on its own industries for major equipment purchases to achieve and sustain its military spending commitments."
Replying to @CDNPolicyHawk
The Beleaguered Cyclone, the Baby, and the Bathwater Find it here: open.substack.com/pub/policy… If you know someone who’s followed the Cyclone program, send it their way. I’d like to hear what they think Canada should take from it. 2/2
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🇮🇱 Israel has tested a new drone that can fire a machine gun from the sky. It's called Fire Storm 250, and it can hover over a battlefield, spot targets with its camera and fire from above. Built by Israel Aerospace Industries and SIG Sauer, it's designed to stay airborne for up to 3 hours while carrying 200 rounds of ammunition. And it doesn't even need a runway. It takes off vertically and can be refueled right in the field. But there's still a person behind the trigger. The drone can't decide to fire on its own. That could give soldiers on the ground firepower from above without putting a pilot in the air. Source: IAI / Writer: Daniyal
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MechCanuck 🤖 🔧 retweeted
This is a good article. But I think the more important question is not simply what aircraft should replace the Cyclone. It is which functions must remain aboard a crewed aircraft, which can be distributed across uncrewed systems, and which requirements disappear altogether when the force is designed differently? That is particularly consequential as Canada shifts from an expeditionary force optimized for coalition operations abroad toward one that must also provide persistent defence of its own vast territory.
Replying to @CDNPolicyHawk
The Beleaguered Cyclone, the Baby, and the Bathwater Find it here: open.substack.com/pub/policy… If you know someone who’s followed the Cyclone program, send it their way. I’d like to hear what they think Canada should take from it. 2/2
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Imagine if modern militaries hadn’t built out Air Forces for aviation. This is the strategic mistake every NATO military is making with drones and unmanned forces by dragging their feet and think current legacy elements will scale it effectively. They can’t.
Replying to @Mylovanov
Carns: Pick a Ukrainian division, give it 500,000 drones in its back pocket, and it will hold its own against any NATO force. Ukraine has been a net importer of security for two years. It will be a net exporter for the next ten. 3/
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MechCanuck 🤖 🔧 retweeted
Real robot. Real time. Uncut shot. Autonomous. Tomorrow.
CoRL Keynote. Hilton Austin. Monday Nov 9, 1:45 pm. 2 days countdown. Something extraordinary.
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Kyushu University released more than 1500 3D models of animals and plants using a photogrammetry technique, taking digital photos from multiple angles
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Ahora tengo una necesidad muy grande.
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This kid wanted a violin, but instead of asking for it or trying to buy it, he simply made one from scratch. That's the kind of thing I like to see from our young.
The Lord is my shepherd; I shall not want. He maketh me to lie down in green pastures: He leadeth me beside the still waters. He restoreth my soul: He leadeth me in the paths of righteousness for his name's sake. Yea, though I walk through the valley of the shadow of death, I will fear no evil: for thou art with me; Thy rod and thy staff they comfort me. Thou preparest a table before me in the presence of mine enemies: Thou anointest my head with oil; my cup runneth over. Surely goodness & mercy shall follow me all the days of my life: & I will dwell in the house of the Lord for ever.
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“Test time compute” is the machine version of human perseverance. Only AI + compute will very soon be able to conduct thousands of years worth of research in the matter of weeks/days/hours… The age of discovery is here. It’ll both be incredible and devastating.
frontier models, with lots of test time compute, are becoming the engine of scientific discovery
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