Companies108 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4345 ● updated 4m ago
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AMD

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AMD

☆ Watch

Supplies chips to OpenAI observed

fresh · evidence 4d ago 30 sources no confidence data
—/100
Developer momentum
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 Evidence sufficient to publish Not yet

    The inclusion bar: two or more independent sourced evidence families. This profile is reachable but not in the ranked index. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

Funding
no round
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

Composite signal v0 insufficient evidence — 2 of 5 components

Five evidence lanes (activity, capital, infra, hiring, ecosystem) as within-cohort percentiles, combined with evidence-breadth weights over the 60-company baseline cohort. The ± band widens with missing lanes — it measures what the score stands on. Scores publish at 2+ evidence lanes; this company's tape carries 2 (81 signals/60d), so no number is claimed.

Traction

No traction data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Current round

No fundraising data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Opportunity & risk

⚠The AI evaluation council recorded dissent on this company.
27 independent sources 5 promoted signals latest signal 2026-08-04 inspect the evidence →

Intelligence signals registry · promoted

Cross-source signals that survived the scoring gauntlet or were hand-curated. ✓ verified = bound to an exact transcript passage with a voiceprint-confirmed speaker.

Evaluation

How it's evaluated Four independent layers ▾

No single number decides. Layers can disagree — that's the point. New to this? →

Platform score derived
—
Founder self-assessment claimed
8/100
Investor ratings opinion
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Expert ratings opinion
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—/5 · 0 investors

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What people are saying 64 signals from 8 voices ▾
Technology No signals collected yet ▾
No technology data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Team & hiring No signals collected yet ▾
No team & hiring data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Market & funding stage No signals collected yet ▾
No market & funding stage data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Evidence & scoring

Why this score? Score breakdown ▾
No score breakdown data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.

Shipped capability HuggingFace · public

This company publishes models on HuggingFace — observable proof of capability, ahead of any product announcement. Adoption is measured in real downloads.

Raw observations 118 records ▾
AttributeValueKindSourceObservedStateConf.
ai.technical.assessment {"council": {"dissent": true, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0.5, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_doc derived council 2026-07-25 promoted 0.37
common_name AMD observed artifact ↗ 2026-07-18 normalized 0.60
community.hn.max_points 1330 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.max_points 0 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 50 observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.mentions 0 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=24906151", "title": "AMD to Acquire Xilinx", "points": 593, "created_at": "2020-10-27", "evidence_type": "rumor", "verification_status": "unverified"}] observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49201970", "title": "AMD acquires Taalas to boost inference performance by etching models in silicon", "points": 945, "created_at": "2026-08-06", "eviden observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49201970", "title": "AMD acquires Taalas to boost inference performance by etching models in silicon", "points": 949, "created_at": "2026-08-06", "eviden observed artifact ↗ 2026-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49201970", "title": "AMD acquires Taalas to boost inference performance by etching models in silicon", "points": 949, "created_at": "2026-08-06", "eviden observed artifact ↗ 2026-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49201970", "title": "AMD acquires Taalas to boost inference performance by etching models in silicon", "points": 949, "created_at": "2026-08-06", "eviden observed artifact ↗ 2026-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49201970", "title": "AMD acquires Taalas to boost inference performance by etching models in silicon", "points": 949, "created_at": "2026-08-06", "eviden observed artifact ↗ 2026-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49201970", "title": "AMD acquires Taalas to boost inference performance by etching models in silicon", "points": 949, "created_at": "2026-08-06", "eviden observed artifact ↗ 2026-08-06 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=49201970", "title": "AMD acquires Taalas to boost inference performance by etching models in silicon", "points": 949, "created_at": "2026-08-06", "eviden observed artifact ↗ 2026-08-06 superseded 0.20
community.hn.rumors [] observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2026-07-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2024-07-15 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2024-07-15 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2024-07-15 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2024-07-15 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2024-07-15 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40970560", "title": "Run CUDA, unmodified, on AMD GPUs", "points": 1330, "created_at": "2024-07-15"} observed artifact ↗ 2024-07-15 superseded 0.20
community.hn.top_story {} observed artifact ↗ 2026-10-08 normalized 0.20
description Supplies chips to OpenAI observed artifact ↗ 2026-07-18 normalized 0.60
index.ai_tie BLUE_CHIP observed classify 2026-07-25 derived 0.60
platform.index_excluded true derived calc 2026-09-28 normalized 0.99
registry.signals [{"claim": "AMD reported Q2 earnings that beat expectations and more than doubled its data center revenue, but its stock fell in extended trading on concerns over rising capex and margin pressure.", " observed artifact ↗ 2026-08-07 normalized 0.60
sector emerging derived calc 2026-08-08 normalized 0.50
signal.commentary {"context": null, "run_ref": "01KXY3E5ZT9MZVTDK7SY7P589H", "signals": [{"quote": "amd and open ai just closed a massive gpu deal could be worth 60 billion or more over the next five years obviously uh observed artifact ↗ 2025-10-10 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KXY3E5ZT9MZVTDK7SY7P589H", "signals": [{"quote": "so first this is a bet the farm bet by lisa sue right she's giving away 10 of the", "stance": "mixed", "signal_class": observed artifact ↗ 2025-10-10 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY0GG6K4E4P99HPJNZ35F6X4", "signals": [{"quote": "this is our latest generation um ai chip it's our mi355 chip 185 billion transistors takes about nine months to build observed artifact ↗ 2025-07-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY0GG6K4E4P99HPJNZ35F6X4", "signals": [{"quote": "we've been super impressed with the progress and you know if we look at the the main thing that we look at is you know observed artifact ↗ 2025-07-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY0GG6K4E4P99HPJNZ35F6X4", "signals": [{"quote": "it's going to be you know more than five percent but you know let's call it less than 20 percent so low low double let observed artifact ↗ 2025-07-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY0GG6K4E4P99HPJNZ35F6X4", "signals": [{"quote": "i i think this idea that the ai can be extremely smart and extremely capable like we think about how ai can design the observed artifact ↗ 2025-07-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY0GG6K4E4P99HPJNZ35F6X4", "signals": [{"quote": "two have just absolutely thrived and one has not", "stance": "bullish", "signal_class": "fact_claim", "speaker_name": observed artifact ↗ 2025-07-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY0GG6K4E4P99HPJNZ35F6X4", "signals": [{"quote": "you will be able to judge whether we've done a good job or not by how we perform five years from now like the decision observed artifact ↗ 2025-07-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY0GG6K4E4P99HPJNZ35F6X4", "signals": [{"quote": "amd-ers get up in the morning and they say you know how can i use technology to solve some of the world's most importa observed artifact ↗ 2025-07-23 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KY5JV3XAWDB3AWBSVND3JCX2", "signals": [{"quote": "I mean, sadly, this is another case of sell the news. These things rallied phantomly in the after hours. And if you lo observed artifact ↗ 2024-08-02 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KYAXEZ54TWVVEHPAZ8KG31ZG", "signals": [{"quote": "if you look at amd and nvidia they've been getting paid for years they continue to get paid they probably will continu observed artifact ↗ 2023-03-03 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KYHCFKB2709X4JQQC935S6W9", "signals": [{"quote": "In fact, I think desktop computing and workstations are coming back. AMD launched a workstation.", "stance": "neutral" observed artifact ↗ 2026-06-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KYHCFKB2709X4JQQC935S6W9", "signals": [{"quote": "The future of AI is all of your employees having a $10,000 workstation like that and that $10,000 workstation having a observed artifact ↗ 2026-06-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KYHCFKB2709X4JQQC935S6W9", "signals": [{"quote": "And this is the AMD by the way and 128 gigs Windows or Linux 60 FP16 TFLOPs. It is just an extraordinary machine. And observed artifact ↗ 2026-06-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KYHCFKB2709X4JQQC935S6W9", "signals": [{"quote": "We're talking about the AMD Ryzen AI Halo developer platform running Linux. $4,000 is the base price. It has 120 gigs observed artifact ↗ 2026-06-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KYHCFKB2709X4JQQC935S6W9", "signals": [{"quote": "AMD Ryzen, R-Y-Z-E-N worth taking a look at.", "stance": "bullish", "signal_class": "endorsement", "speaker_name": "SP observed artifact ↗ 2026-06-18 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZA3TNJ8PRB8Y1FQJT19PSCN", "signals": [{"quote": "we brought an investment from um nvidia uh qualcomm arm amd all the the big chip companies and then uber nissan merced observed artifact ↗ 2026-05-15 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZAD4891XGV5B6GGBDQBM87G", "signals": [{"quote": "And, uh, so AMD has one and it's called SNP SEV.", "stance": "neutral", "signal_class": "fact_claim", "speaker_name": observed artifact ↗ 2026-05-05 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZBZ8EC33DP5EDA8YAJSZQ4C", "signals": [{"quote": "I also think Jensen's a little pissed off, you know, if you're going to offer to invest all this money and then the ne observed artifact ↗ 2025-11-22 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "one of these data center projects will go belly up or one of these data center projects will um have their valuation j observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "wait a second you know we were basing it on you know the price earnings ratio what's the price earnings ratio of core observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "people are trying to curry favor with the administration by saying they're investing in america which is this administ observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "even if people are exaggerating the numbers by a multiple uh of 2x or 3x it's still going to be a huge spend and that' observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "this happens to every provider every couple of years which means we experience these type of outages i would say on av observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "the whole internet is being held up by the block entitled u.s east one and without that block everything came a tumbli observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "this has happened in 17, 20 and 21 as well according to producer claude so something to keep in mind for people buildi observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "if you average that out if there's been four of these in what looks like an eight-year period maybe once every six mon observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "i feel like these companies need to be more serious about making sure that any output that you create the word gemini observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "sora is it it says s-o-r-a and has the logo i believe", "stance": "neutral", "signal_class": "fact_claim", "speaker_na observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCCTV8VH1TPCBWJNJNBDEK1", "signals": [{"quote": "there is another app that people are already installing on their phone that will remove the sora logo so there's alway observed artifact ↗ 2025-10-20 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "AMD is going to supply OpenAI with up to six gigawatts worth of GPUs. Not all at once, in several tranches. The first observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "And so this is very non-traditional, to say the least.", "stance": "neutral", "signal_class": "assessment", "speaker_n observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "So OpenAI is buying a bunch of compute from AMD. Great. The money they're using to buy that is not AMD's money. AMD is observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "it's OpenAI securing quite a lot more compute capacity for the next couple of years.", "stance": "neutral", "signal_cl observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "it shows the relative power balance between NVIDIA on one side lots, and AMD on the other side less.", "stance": "neut observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "You don't want all your eggs in one basket if you are OpenAI.", "stance": "bullish", "signal_class": "endorsement", "s observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "But the thing I find weird is the equity components of these deals. So NVIDIA investing a ton of money and buying shar observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "The other side of that coin though, just thinking out loud with you as you talk about this, OpenAI is a non-traditiona observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "they don't need this compute? What if it levels off the impact of compute on the product getting better? That's actual observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "So yeah, this is probably all, we might be building out far more capacity than we need", "stance": "bearish", "signal_ observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "Or maybe superintelligence, you know, takes off and we have so many jobs to run to cure cancer,", "stance": "bullish", observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "Yes. As we record this, Jason, OpenAI is having its dev day. Thank you for everyone who tuned in to us live in contrav observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "The Roadster 2 is, I believe, coming this year or in another seven. This is like the vanity project of all vanity proj observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "And it's super late on Elon time. You know, he's frequently late, as I always tell people, frequently late, but never observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "So I think this could be the downward drift fan for the new Roadster 2.0.", "stance": "neutral", "signal_class": "pred observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "It could also be something to do with HVAC. He's been building the HVAC systems in the cars to be super efficient. And observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "Yeah, just efficient HVACs. What they found was the HVACs and ICE cars were never optimized because you just burn more observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "one of the coolest companies that I've heard of is a company that wants to put data centers, not in the ocean, not on observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "they were working on doing space-based power. And then they discovered that they were going to lose 95% of that power observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "They think that the biggest risk to this working is launch costs. So essentially, this company is a bet that SpaceX's observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "there's two markets for this type of work. One is you're dead on getting data to and from the earth, processing in spa observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "The reason I won't accept it before even hearing their next idea is three developers with an exit where I assume they' observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "So in 2018 SaaS was hot and sales and CRM stuff pretty hot. This seems like a small idea.", "stance": "neutral", "sign observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "No reject it's social no.", "stance": "bearish", "signal_class": "assessment", "speaker_name": "David Friedberg", "spe observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "it seems like there's a younger generation who finds them to be very establishment and I think it's because they are v observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "you've got a robot at station with doors opening and closing and something being put in front of them for them to mani observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "the founder Brett is obviously very talented he has raised a ton of money and there have been realistic questions of h observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "the investment in something like figure or something like open AI and then you put it into the mag 7 I don't think you observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "no no yeah so at these high prices because entry price matters", "stance": "bearish", "signal_class": "assessment", "s observed artifact ↗ 2025-10-07 promoted 0.50
signal.commentary {"context": null, "run_ref": "01KZCHM53W7H0BN8Q2067TBRHC", "signals": [{"quote": "SPEAKER_14: the body shop production line metal parts are picked up and loaded into a fixture that then gets welded to observed artifact ↗ 2025-10-07 promoted 0.50
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