2026-07-13 15:41:18
Seattle-based Augmodo, whose AI-powered "Smartbadges" worn by employees track shelf inventory, raised $21M led by TQ Ventures at a $350M valuation (Kurt Schlosser/GeekWire)
https://www.geekwire.com/2026/augmodo-rais
Seattle-based Augmodo, whose AI-powered "Smartbadges" worn by employees track shelf inventory, raised $21M led by TQ Ventures at a $350M valuation (Kurt Schlosser/GeekWire)
https://www.geekwire.com/2026/augmodo-rais
Prometheus,
the physical AI startup co-founded by Jeff Bezos and Vik Bajaj, the former co-founder of Verily, Google’s life sciences unit,
announced it raised $12 billion at a $41 billion valuation.
The new funds came from Bezos,
as well as from JPMorgan Chase, Goldman Sachs, and BlackRock, among others.
This is the second fundraise round for Prometheus, which launched late last year with an initial raise of $6.2 billion, according to CNBC.
Prometheus is bu…
The Guardian's tech team share their shoe-leather experiences covering AI data centers, as field investigation becomes increasingly important in tech coverage (Gautam Malkani/The Guardian)
https://www.theguardian.com/membership/202
A message from Dutch Rabobank meant as reassuring that doesn't really work that way. "For Europe and the Netherlands immediate physical fuel shortages due to disruption in the Strait of Hormuz are improbable until the end of May."
Published on 13 May.
https:…
We don’t make space for flat-Earthers. We also do not make space for people who argue (explicitly or implicitly) that some of our students deserve to be murdered.
The reasons for those two things are not identical — the latter also has to do, for example, with the fact that education requires physical safety — but they rest on a shared principle: free speech means freedom to ignore speech, and freedom to choose which speech we amplify and how. Making such choices is, in fact, the •duty• of upholding free speech.
/end
An LLM generated “book” of “crochet” “patterns” (it contained ONE pattern)
JFC
https://dialup.space/@TechTangents/116567890237371075
there is a panini stickers app which is great cuz if I bought physical stickers who tf would I trade with. but now im in a lil collectors group on the app w/ people from my football discord and we r all gonna spend the next few months collecting and swapping digital stickers and I think that's grand
Brazilian technology helps NASA assess health risks for astronauts on mission to the Moon: #ArtemisII mission.
RE: #Boycott or economic blackout, #GeneralStrike, and #TaxStrike are escalations. Get in the streets and stay there. This is like a bouncer putting someone's arm behind their back and moving them.
Sometimes people try to slip out of that and fight back. Imagine if a bouncer just let themself get pummeled because they weren't ready, even after the belligerent asshole telegraphed it. A lot of bouncers take martial arts, not because they use it as a first response but because they want to be ready for those edge cases.
Armed revolution is like a bouncer getting down to brawl and calling in their buddy with the zip ties and bear mace. It's not something anyone starts with, or anyone wants to escalate to, but some people can't take a hint and are incapable of doing what's best for everyone.
Always know your next step (even if you hope you don't have to take it).
Imagine if a bouncer was just like, "oh, I asked him nicely but he told me to fuck off. I guess the creep who's punching random people and pissing in the corner runs the bar now."
Only 33% of #Republicans believe they could win a fight against a lazy, McDonald’s-subsisting 80 year old who falls down ramps, falls asleep every 5 minutes, and refuses to #exercise because he thinks it depletes your body’s finite energy supply. Low energy, SAD! Beta cucks!
My mom, also 80, co…
A look back at the 2007 heist of a Verizon data center in London, highlighting the role of physical data security as cyber defenses grow more sophisticated (Nathaniel Rich/New York Times)
https://www.nytimes.com/2026/07/12/magazin
copenhagen: Copenhagen Networks Study
A network of social interactions among university students within the Copenhagen Networks Study, over a period of four weeks, sampled every 5 minutes. Interactions include physical proximity (undirected), phone calls (directed, weighted), text messages (directed), and information about Facebook friendships (undirected). Nodes include some metadata, including gender.
This network has 692 nodes and 2426279 edges.
Tags: Social, Offline, Un…
What you lose when you stop reading physical books - Big Think https://bigthink.com/books/reading-physical-books/
Emma Raducanu returned to Andy Murray Arena for her second match in five hours with lingering doubts about her physical condition after slipping on the slick grass earlier in the day and hurting her left thigh.
By the time she had launched herself into consecutive backhand and forehand down-the-line winners to snatch an early break, that concern had dissipated.
What followed was one of her very best matches as she dismantled the talented 18-year-old Iva Jovic 6-2, 6-2 in front of…
This is the second major loss of a drive containing valuable information in Japan in the last week.
https://www.bleepingcomputer.com/news/security/japanese-energy-firm-loses-drive-with-data-of-109-million-clients/…
Raiders Insider Gives Clear Eagles, 49ers Update on Maxx Crosby https://heavy.com/sports/nfl/las-vegas-raiders/insider-eagles-49ers-update-maxx-crosby/
On the Anticipation of #Lunar Travel in the Early 20th Century - A Pedagogical Exercise: https://arxiv.org/abs/2605.12582 -> "This article examines, from historical and pedagogical perspectives, Alphonse Berget's anticipation of Earth-Moon travel in Le Ciel (Larousse, 1923), decades before the beginning of the space age. [...] Unlike earlier fictional treatments such as Jules Verne's De la Terre a la Lune, Berget approached space travel using physical reasoning grounded in Newtonian gravitation. [...] His estimated Earth-Moon travel time of approximately 49 hours is of the same order of magnitude as Apollo mission transit times (approx. 72 h)."
New blog post on the importance of owning physical (and digital) media, when possible: https://spacetimetech.wordpress.com/2026/06/28/the-importance-of-owning-physical-and-digital-media-when-possible
This glimpse of modern drone-enabled police surveillance,
including the highly sensitive video of the man’s physical takedown,
wasn’t voluntarily released by the SFPD
—which, like most US police departments, rarely releases drone videos even in response to public records requests.
Instead, it was accidentally livestreamed onto the open internet via Skydio’s website.
That’s where two security researchers, Sam Curry and Maik Robert, discovered that the SFPD was le…
RE: https://sfba.social/@MLNow/116737024951017189
Once more, I see the penny wise, pound foolish action of the Mayor's budget decisions - in this case returning stressors that impact both physical and mental health to a low income community.
RE: https://sfba.social/@MLNow/116737024951017189
Once more, I see the penny wise, pound foolish action of the Mayor's budget decisions - in this case returning stressors that impact both physical and mental health to a low income community.
Bucs lose an OTA practice for being too physical https://www.espn.com/nfl/story/_/id/49032098/bucs-docked-ota-too-many-guys-ground-says-bowles
Since it was relevant to a discussion I just had on here and is something most people probably haven't thought about much (unless you've taken one of a handful of philosophy classes), I thought I'd try to lay out a key piece of Descartes' Meditations (#philosophy
A ravenous black hole in our backyard could be our window into the ancient universe | Space
A ravenous black hole in our backyard could be our window into the ancient universe | Space https://www.space.com/astronomy/black-hole
"Spotify's effective payout averages roughly $0.003 to $0.005 per stream... By contrast, Bandcamp pays artists roughly 82% of each sale. A direct $10 album sale can exceed revenue from thousands of streams. Buying music or books directly from artists, whether physical or DRM-free digital, is one of the most direct ways to support them."
Artists are likely better off when you #buy o…
Surveillance pricing is bad for privacy, equity, and price transparency.
So EFF supports a California bill,
S.B. 2564,
which would ban this creepy practice.
https://www.eff.org/deeplinks/2026/06/californias-bill-ban-surveillance-pricing
I'm looking for quantifiable measures of effective information bandwidth from auditory to visual areas in the human brain. Has anyone tried that using what is now known about the human connectome? Next question will be how sensory experience may affect this bandwidth through functional re-routing (non-physical "rewiring").
#blindness
I really don't need a new project, but I would love a clustered and/or GPU accelerated image editor for massive images.
Something that can comfortably and performantly rotate, crop, layer stack, align, etc. images at gigapixel scale without bogging down for minutes at a time even on my big iron.
Across my lab I can harness something like 160 physical / 320 logical CPU cores, 1.3 TB of RAM, 50 GB of VRAM, and more shader cores than I feel like counting.
Everything is or…
Intel taps Alex Katouzian, an ex-Qualcomm EVP, to lead Client Computing & Physical AI group, and names Pushkar Ranade as CTO, after serving on an interim basis (Dylan Martin/CRN)
https://www.crn.com/news/components-periph
Cowboys Have 53-Man Roster Upset Brewing With Physical Freak UDFA Michael Trigg https://www.si.com/nfl/cowboys/onsi/dallas-cowboys-have-53-man-roster-upset-brewing-physical-freak-udfa-michael-trigg
White House Releases Results of Trump's Latest Physical Exam (Chris Cameron/New York Times)
https://www.nytimes.com/2026/05/30/us/politics/trump-health-medical-physical-exam.html
http://www.memeorandum.com/260530/p43#a260530p43
Sleep is physical maintenance, but solitude is emotional and cognitive “defragmentation” for me.
#blogging
Why do we let the greedy capitalists do this to our industry?
#LLM
So THAT’S what they look like. Oddly, I’ve read about books receiving Nebulas and Hugos and PKD Awards, but it never occurred to me that they were physical artefacts AND accolades. Huh. 🤔
Re: https://wandering.shop/@effies/116717392735380026
Saw a hard-hitting ad about the consequences of driving while on drugs, which was immediately undermined by the shock physical trauma of a Tango soft drink ad.
RE: https://front-end.social/@rem/116534370356477290
“A conference is a physical network of incredible people”—@… ❤️
No, I can't see any possible way this could be a bad thing.
https://www.404media.co/fcc-wants-to-kill-burner-phones-by-forcing-telecoms-to-get-all-customers-ids/
tree-of-life: Protein interactomes across the tree of life (2019)
Protein-protein iteraction networks ("interactome") for 1,840 species. An interactome captures all physical protein-protein interactions within one species, from direct biophysical protein-protein interactions to regulatory protein-DNA and metabolic interactions. .
This network has 479 nodes and 1464 edges.
Tags: Biological, Protein interactions
CBS legend spills on 'jaw-dropping' meeting before firing: 'Accuses me of physical abuse' - Raw Story
https://www.rawstory.com/cbs-news-2677008874/
Google plans to open its first physical Google Store outside of the US, in Tokyo's Omotesando district "this summer", marking Google's 11th physical store (Damien Wilde/9to5Google)
https://9to5google.com/2026/06/01/goog
Finally got my paws on a physical CD of Switched-On-Bach by Wendy Carlos, which she apparently REALLY doesn’t want copied. I guess that explains why there is no digital version.
The disk format is a rococo tangle. iTunes can play the music, but it cannot import from the disk. It cannot understand whatever arcane trick was used to construct it. I had to copy the AIFF files manually and import the copies, then add metadata manually.
Every now and then I have one of those days where I discover all of these marvellous people on the Fedi and they're nearby (in some sense, whether physical or by interests) and they've been here for a couple of years and I don't know them. It's delightful! It's way more delightful than when there were only a few thousand people!
I do feel sad when I look at all the amazing folks who were here but left. I hope they all come back.
RE: https://meta.masto.host/@GamingNews/116529674646601494
The whole idea of mogging being based on physical appearance just seems wrong to me.
Sharing big R objects across processes shouldn’t mean copying them over and over.
mori uses shared memory ALTREP to give you zero-copy access—multiple processes, one underlying object.
Fast, memory-efficient, and built for modern parallel workflows.
👉 https://shikokuchuo.net/mori/
Vision-Language-Action Models Meet World Models: Embodied Agentic AI for Low-Altitude Wireless Networks
Feibo Jiang, Li Dong, Lei Mao, Kezhi Wang, Cunhua Pan, Dong In Kim, Naofal Al-Dhahir
https://arxiv.org/abs/2606.11618 https://arxiv.org/pdf/2606.11618 https://arxiv.org/html/2606.11618
arXiv:2606.11618v1 Announce Type: new
Abstract: Low-Altitude Wireless Networks (LAWNs), composed of Unmanned Aerial Vehicles (UAVs) and other aerial platforms, provide integrated perception, communication, and computation services in low-altitude airspace. However, deploying large generative models in this domain faces three major challenges: 1) Limited embodied action mapping; 2) Inadequate physical environment modeling; 3) Insufficient closed-loop optimization. To address these challenges, this study proposes an Embodied Agentic UAV framework. Centered on a Vision-Language-Action (VLA) model as the execution core, the framework establishes an end-to-end embodied decision-making pipeline from multimodal environmental perception to continuous control generation. In addition, a World Model (WM) is introduced to capture the coupling between UAV actions and environmental state evolution, thereby supporting environment prediction, policy verification, and dynamic optimization. Furthermore, memory and reflection mechanisms are incorporated to form an adaptive closed-loop optimization paradigm of decision, execution, evaluation, and update, thereby enhancing the system's autonomous decision-making capability and continual evolution ability in complex dynamic environments. Experimental results validate its effectiveness in enabling robust, predictive, and sustainable autonomous control in LAWNs.
toXiv_bot_toot
I am challenging the status quo today (Jun-26) and submitted a physical (yes, offline) product at ProductHunt. Feel free to support me there!
#privacy
https://www.producthunt.com/products/paint
SF-Flow: Sound field magnitude estimation via flow matching guided by sparse measurements
Ege Erdem, Shoichi Koyama, Tomohiko Nakamura, Orchisama Das, Zoran Cvetkovi\'c
https://arxiv.org/abs/2605.10398 https://arxiv.org/pdf/2605.10398 https://arxiv.org/html/2605.10398
arXiv:2605.10398v1 Announce Type: new
Abstract: Reconstructing a 3D sound field from sparse microphone measurements is a fundamental yet ill-posed problem, which we address through Acoustic Transfer Function (ATF) magnitude estimation. ATF magnitude encapsulates key perceptual and acoustic properties of a physical space with applications in room characterization and correction. Although recent generative paradigms such as Flow Matching (FM) have achieved state-of-the-art performance in speech and music generation, their potential in spatial audio remains underexplored. We propose a novel framework for 3D ATF magnitude reconstruction as a guided generation task, with a 3D U-Net conditioned by a permutation-invariant set encoder. This architecture enables reconstruction from an arbitrary number of sparse inputs while leveraging the stable and efficient training properties of FM. Experimental results demonstrate that SF-Flow achieves accurate reconstruction up to \SI{1}{kHz}, trains substantially faster than the autoencoder baseline, and improves significantly with dataset size.
toXiv_bot_toot
Time-Frequency Grid States for Reconstruction and Correction of Channel-Induced Distortion in Entangled Photons
Siang-Yun Liu, Bo-Ren Huang, Zhi-Xuan Zen, Yen-Hung Chen, Pin-Ju Tsai
https://arxiv.org/abs/2606.12216 https://arxiv.org/pdf/2606.12216 https://arxiv.org/html/2606.12216
arXiv:2606.12216v1 Announce Type: new
Abstract: Characterization of time-frequency (TF) quantum states requires reliable reconstruction of their TF distributions. However, imperfect transmission or measurement channels can distort reconstructed joint spectral intensities (JSIs), especially when the underlying perturbation mechanism is unknown. Here, we experimentally demonstrate a reconstruction and correction framework that uses a TF grid state as an intrinsic frequency-domain reference. By analyzing the displacement of the grid points, a Gaussian process regression model is employed to reconstruct a correction mapping for the nonlinear coordinate deformation without assuming a prior physical model of the distortion. The learned mapping reduces the residual coordinate deviation of the TF grid state by approximately a factor of 11 and, when applied to an independent frequency-entangled test state, improves the Gaussian-shape fidelity from 76.2\% to 90.0\%. These results establish TF grid states as practical metrological resources for diagnosing and correcting distortions in TF quantum systems, providing a pathway toward distortion-resilient quantum communication and high-dimensional quantum information processing.
toXiv_bot_toot
The case to buy physical media: Sony is removing all purchased Studio Canal movies from users libraries - no refunds - including:
▫️ Terminator 2: Judgment Day
▫️ Apocalypse Now: Final Cut
▫️ Hot Fuzz
▫️ Total Recall
▫️ Rambo: First Blood
▫️ Paddington
▫️ Moonlight
▫️ Bridget Jones’s Diary
☑️ Sony Removes Hundreds of Purchased PlayStation Store Movies From Customer Libraries
copenhagen: Copenhagen Networks Study
A network of social interactions among university students within the Copenhagen Networks Study, over a period of four weeks, sampled every 5 minutes. Interactions include physical proximity (undirected), phone calls (directed, weighted), text messages (directed), and information about Facebook friendships (undirected). Nodes include some metadata, including gender.
This network has 536 nodes and 3600 edges.
Tags: Social, Offline, Unwei…
Most Americans say Trump is mentally, physically unfit to serve effectively: Poll (Ashleigh Fields/The Hill)
https://thehill.com/homenews/administration/5862406-trump-mental-fitness-physical-health-poll/
http://www.memeorandum.com/260504/p72#a260504p72
Reading Douglas Adams when I was 12 meant my tiny little mind got to learn all sorts of words and terms that were exciting but not too complex.
I had to rely on context clues and a physical dictionary. Or just, you know, keep reading.
My own writing is even more obtuse.
https://shkspr.mobi/blog…
I would accept Sony PS to stop making physical disc if they didn't claimed this decision was based on players preferences.
Source: OBJ works out for Giants, takes physical https://www.espn.com/nfl/story/_/id/48542988/source-odell-beckham-jr-works-giants-takes-physical
Jeff Bezos' Prometheus, which is building AI models for physical tasks, raised a $12B Series B at a $41B valuation, following a $6.2B Series A (Dan Primack/Axios)
https://www.axios.com/2026/06/11/prometheus-bezos-industrial-ai
Spotify launches a feature to buy physical books in the US and UK, powered by Bookshop.org, and expands its Page Match tool to support 30 additional languages (Lauren Forristal/TechCrunch)
https://techcrunch.com/2026/04/15/spotify-l…
UK astronaut #JohnMcFall could become the first person with a physical disability to live in orbit, thanks to an agreement signed between the UK government and US commercial space company #Vast: #Haven1 (not launched yet!) as early as next year.
It's a shame that PlayStation is abandoning physical discs - and essentially physical retail - for games. But any advantages of physical media for games evaporated a decade ago. Developers released literally unplayable games in the expectation of a Day One Patch.
Dallas Cowboys To Try More Physical Practice Approach For 2026 Training Camp https://www.si.com/nfl/cowboys/onsi/dallas-cowboys-to-try-more-physical-practice-approach-for-2026-training-camp
Outlandish experiment shows top officials risking physical injury to please Trump - Raw Story
https://www.rawstory.com/trump-cabinet-2677002630/
Rockstar says physical copies of GTA 6 will contain a digital download code, not a disc; physical copies release on November 12, ahead of the November 19 launch (Tom Phillips/IGN)
https://www.ign.com/articles/grand-theft-auto-6…
Odell Beckham Jr. has physical, workout with New York Giants: Sources https://www.nytimes.com/athletic/7212845/2026/04/20/odell-beckham-jr-giants-physical/
Trump regime takes aim at crucial ocean monitoring network. Ships will be dispatched this month to remove the more than 900 deep-sea instruments that comprise the network, one of the world’s most trusted sources of climate and oceanic data. https://www.scientificame…
Trump Undergoes a Physical Exam at Walter Reed (Karoun Demirjian/New York Times)
https://www.nytimes.com/2026/05/26/us/politics/trump-physical-walter-reed.html
http://www.memeorandum.com/260526/p63#a260526p63
Survey: 59% of Gen Z users in the US, UK, and AU actively add and drop streaming services to view a single movie or series, 71% stopped buying physical music (Jennifer Maas/Variety)
https://variety.com/2026/tv/news/gen-z-cancels-streaming-sub…
James Pearce Jr. returns to Falcons for minicamp physical amid intervention program https://www.nfl.com/news/james-pearce-jr-falcons-physical-mandatory-minicamp-intervention-program
Behind the public’s mounting worries is a growing sense that Trump isn’t mentally all there.
Physical and mental health aren’t easily separated, especially as one reaches 80. I often can’t remember where I put my wallet and keys or why I’ve entered a room. I also have less patience than I used to have. (I’m less tolerant of long lines, automated phone menus and Republicans.)
But if Trump can’t remember where he put, say, a top-secret memo or why he entered the Situation Room, or …
Chipmaker Onsemi agrees to buy Synaptics in a nearly $7B all-stock deal expected to close in the middle of 2027; ON drops 9% and SYNA jumps 11% after hours (Samantha Subin/CNBC)
https://www.cnbc.com/2026/06/25/on-semi-synaptics-deal-physical-ai.html
…
genetic_multiplex: Multiplex genetic interactions (2014)
Multiplex networks representing different types of genetic interactions, for different organisms. Layers represent (i) physical, (ii) association, (iii) co-localization, (iv) direct, and (v) suppressive, (vi) additive or synthetic genetic interaction. Edge direction (i,j) indicates gene i interacting with gene j.
This network has 1203 nodes and 2522 edges.
Tags: Biological, Gene regulation, Protein interactions, Unwei…
Spotify launches a feature to buy physical books in the US and UK, powered by Bookshop.org, and expands its Page Match tool to support 30 additional languages (Lauren Forristal/TechCrunch)
https://techcrunch.com/2026/04/15/spotify-l…
The Harbaugh effect: Why Giants leaned bigger, str... https://www.espn.com/nfl/story/_/id/48630512/new-york-giants-coach-john-harbaugh-joe-schoen-2026-nfl-draft-reese-mauigoa
Nvidia says South Korea's Naver will use its technology to build AI factories at "gigawatt scale" to meet rising global demand for AI services and physical AI (Heekyong Yang/Reuters)
https://www.reuters.com/world/asia-pacific…
There are just 59 Robotaxis on the road, Bloomberg reports,
with at least some of them still requiring physical human supervision.
Its efforts to expand past its home base in Austin, Texas are floundering,
with the company forced to admit to California state regulators that its self-driving cabs don’t actually drive themselves, according to the reporting.
This incremental progress would be permissible at a smaller company.
But Musk has persistently wooed investo…
Nvidia unveils Cosmos 3, an open physical AI foundation model, to help robots and autonomous cars better understand the real world with limited training data (Ina Fried/Axios)
https://www.axios.com/2026/06/01/nvidia-ai-push-cosmos-3-world-model
Physical Intelligence says its new model, π0.7, can direct robots on tasks they weren't trained on, an "early sign" of generalization, surprising researchers (Connie Loizos/TechCrunch)
https://techcrunch.com/202…
With the detection of the Higgs boson,
the standard model is an almost complete theory.
Missing from the model is a massless spin-two boson, the graviton.
We might reasonably expect that detection of gravitational radiation would include the observation of the graviton as the quanta of the radiation.
However, the connection between gravitational radiation observations and the theoretical graviton has yet to be realized due to the physical limitations on single-gravit…
Mistral launches Robostral Navigate, a hardware-agnostic robotics navigation model trained via simulation that utilizes a single camera and language prompts (Benoit Berthelot/Bloomberg)
https://www.bloomberg.com/news/articles/20
Human Archive, which trains robots using first-person video from 1,000 camera-equipped caps worn by Indian home services workers, raised $8.2M from YC and more (Ivan Mehta/TechCrunch)
https://techcrunch.com/2026/05/26/human…
Sony says all new PlayStation games from both first- and third-party developers will be sold in digital formats from January 2028, ending physical game discs (Stephen Totilo/Game File)
https://www.gamefile.news/p/sony-drops-playstation-discs-2028-ps3-vit…
LG shares jumped 300% this year, after largely sitting out South Korea's chip-rally in 2025, as LG seeks to expand into physical AI businesses such as robots (Sangmi Cha/Bloomberg)
https://www.bloomberg.com/news/articles/20
Q&A with Agility Robotics CEO Peggy Johnson on why the startup is going public via SPAC, the physical layer as its proprietary advantage, safety, and more (Connie Loizos/TechCrunch)
https://techcrunch.com/2026/07/05/this
Alibaba's AI unit Tongyi Lab launches the Qwen Robot Suite, its first family of AI models for robots, in pilot testing with some enterprise clients (Wency Chen/South China Morning Post)
https://www.scmp.com/tech/big-tech/article
Robotics startup Generalist, which released its GEN-1 model to complete short physical tasks in April, raised $400M led by Radical Ventures at a $2B valuation (Dina Bass/Bloomberg)
https://www.bloomberg.com/news/articles/202…
San Diego-based Aether AI, which is building "causal world models" to teach robots cause and effect instead of pattern-matching, raised a $20M seed led by MPCi (Cristian Dina/The Next Web)
https://thenextweb.com/news/aether-ai-causal-world-models-20m-…
Avoca, whose AI agents let physical services businesses handle inbound calls and dispatch, raised $125M across seed, Series A, and Series B at a $1B valuation (Allie Garfinkle/Fortune)
https://fortune.com/2026/04/27/avoca-a
Analysis: Asian suppliers account for ~90% of Nvidia's production costs, up from 65% in 2025, as latest wave of collaborations shifts from chips to physical AI (Abhishek Vishnoi/Bloomberg)
https://www.bloomberg.com/news/articles/20
Apoha, which is developing a "Liquid State Intelligence" data layer to measure molecules in the real world, emerges from stealth with $36M led by Singular (Mike Butcher/Pathfounders)
https://pathfounders.com/p/apoha-emerges-from-stealth-with-36m-to-teach-…
CarbonSix, which is developing AI automation and robotic intelligence tech for manufacturing, raised a $40M Series A co-led by DSC Investment and LB Investment (FinSMEs)
https://www.finsmes.com/2026/07/carbonsix-raises-40m-in-series-a-funding.html
PitchBook: VC investment in global robotics and physical AI jumped to $26B in 2025 from $4.2B in 2019, and has already topped $23B as of May 20 this year (Kate Clark/Wall Street Journal)
https://www.wsj.com/tech/…