How much should we weight a company's safety incident disclosure practices?

[nicole57]

@karen.chen3 Speaking from personal experience here, Self-reported deployment and uptime numbers from humanoid companies are inherently hard to independently verify, since there's no standardized, third-party reporting requirement yet - a healthy dose of skepticism toward company press releases is reasonable until independent data catches up. The humanoid robot market is estimated at roughly $5.41 billion in 2026, with projections reaching around $50 billion by 2035 (about 28% CAGR) - a genuinely huge projected growth curve, and also exactly the kind of number worth treating with healthy skepticism given how young and unproven the underlying revenue base still is.

[emilyperez]

Just to be precise about one thing: Pilot-to-contract conversion rate is one of the most important and least publicly available numbers in this industry - a company running many flashy pilots isn't the same as a company converting those pilots into multi-year recurring revenue. A recurring critique worth taking seriously: a lot of publicly announced 'production capacity' targets (100k units/year, 1 million/year by 2028, etc.) are aspirational manufacturing targets, not confirmed sales or deployment numbers, and the gap between the two has historically been large in hardware industries.

[carol.robinson]

@emilyperez Counterpoint: Late-stage funding rounds, essentially absent before 2025, became a defining feature of the market with roughly $1.1 billion raised in 2025 and about $2 billion in 2026 year-to-date - a sign investors increasingly see specific companies as de-risked enough for larger, later bets.

[zoeanderson]

@carol.robinson I'll believe the stronger version of that claim when it's independently verified. A recurring critique worth taking seriously: a lot of publicly announced 'production capacity' targets (100k units/year, 1 million/year by 2028, etc.) are aspirational manufacturing targets, not confirmed sales or deployment numbers, and the gap between the two has historically been large in hardware industries.

[camila.jackson0]

@zoeanderson From what I've seen: This hype cycle differs from earlier robotics hype waves mainly in having real, verifiable revenue-generating deployments (BMW's Figure line, Amazon's Digit units) alongside the speculative funding activity - previous waves were almost entirely research-and-demo-stage without production deployments at this scale. Automotive OEMs becoming the leading early-adopter vertical isn't really about cars specifically - it's about those companies already having structured facilities, existing automation budgets, and risk tolerance for piloting new equipment at scale.

[matthew43]

@camila.jackson0 I dealt with almost this exact situation. Self-reported deployment and uptime numbers from humanoid companies are inherently hard to independently verify, since there's no standardized, third-party reporting requirement yet - a healthy dose of skepticism toward company press releases is reasonable until independent data catches up. Kind of makes me think about how different this all looked even three years ago.

[erik_novi]

Same conclusion I've come to. Also worth noting: Automotive OEMs becoming the leading early-adopter vertical isn't really about cars specifically - it's about those companies already having structured facilities, existing automation budgets, and risk tolerance for piloting new equipment at scale.

[mia.weber]

@erik_novi I can speak to this a bit. Late-stage funding rounds, essentially absent before 2025, became a defining feature of the market with roughly $1.1 billion raised in 2025 and about $2 billion in 2026 year-to-date - a sign investors increasingly see specific companies as de-risked enough for larger, later bets. Pilot-to-contract conversion rate is one of the most important and least publicly available numbers in this industry - a company running many flashy pilots isn't the same as a company converting those pilots into multi-year recurring revenue.

[camila.jackson0]

@mia.weber I'll believe the stronger version of that claim when it's independently verified. Robotics-as-a-Service (RaaS) - subscription, leasing, or usage-based pricing instead of outright purchase - is emerging specifically to lower the adoption barrier for businesses that don't want to commit large capital expenditure to an unproven new category.

[barbara.jones]

@camila.jackson0 Short answer: Pilot-to-contract conversion rate is one of the most important and least publicly available numbers in this industry - a company running many flashy pilots isn't the same as a company converting those pilots into multi-year recurring revenue.