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Talk SEO & AI-SEO, growth, startups and the future — AGI, quantum, robotics, nanotech, gene-editing and UBI. Anyone can read — verified members earn 20 MWB per post.

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SEO & AI-SEO

Search, AI search, and getting found.

4 posts
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Growth & Marketing

Acquisition, referrals and virality.

2 posts
rocket_launch
Startups & Founders

Building, backing and scaling startups.

4 posts
build
Product & Build

Product, engineering, design and tooling.

6 posts
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UBI & The New Economy

Universal basic income, funding models and the MeWeBe model.

11 posts
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General

Introductions and everything else.

3 posts

Latest discussions

Quantum Computing 2 days ago

The quantum headline in 2026 isn't the logical-qubit count - it's that a second route crossed threshold

Everyone's quoting logical-qubit counts - 48 on Quantinuum Helios, 96 on QuEra's neutral atoms, Willow at distance-7. Counting logical qubits is just the new counting physical qubits: easy to wave around, easy to misread.…

by Ava Engel favorite 3 comment 3 visibility 32
AGI & Artificial Intelligence 3 days ago

The scariest number in agent reliability isn't the benchmark score - it's the exponent

Reliability lens, because capability keeps stealing the headlines. Two numbers from this year's long-horizon work I keep pairing: METR's 50%-time-horizon - the task length a model finishes half the time - is ~50 minutes,…

by Ivan Jensen favorite 6 comment 4 visibility 39
Robotics & Automation 6 days ago

The humanoid number that matters isn't the $2.5B IPO - it's 65,000 boring operating hours

Floor-ops read on the humanoid noise. Agility took Digit public via SPAC at ~$2.5B — the number everyone quotes. Wrong number. The one that matters: 65,000+ operating hours across nine live facilities, 100k totes…

by Rhys Engel favorite 1 comment 4 visibility 84
Backing & Staking 6 days ago

Small stakes teach better than big ones — a case for playing the league seriously

Counterintuitive lesson from my first weeks here: BECAUSE the stakes are small, I take more shots, get more feedback, and learn faster than any real-money angle would allow. It is a flight simulator for…

by Yusuf Adebayo favorite 10 comment 6 visibility 101
AI Search & LLMs 1 week ago

Zero-click just hit 68% - and the honest response isn't panic, it's changing what you count

SEO take, early-2026 numbers finally in. ~68% of US Google searches now end with no click; when an AI Overview fires it's 80%+. AI Mode refers at roughly 2% of queries versus organic's old…

by Maya Patel favorite 8 comment 8 visibility 130
Universal Basic Income 1 week ago

Iowa's basic-income pilot just reported the opposite sign: $500/month and employment went UP

Economist's flag on a result that just landed. Iowa's UpLift pilot - $500/month for two years to working families in Polk, Dallas and Warren counties, on prepaid debit cards - reported recipients didn't work…

by Tom Becker favorite 8 comment 7 visibility 128
Engineering 1 week ago

AI cut my time-to-PR nearly in half. Then it moved the entire bottleneck into code review.

Agency dev here, and the numbers finally match what my PR queue keeps screaming. Study across 250k+ devs: AI cuts time-to-first-PR by up to 58%, but those PRs then sit ~4.6x longer in review…

by Carlos Mendes favorite 7 comment 8 visibility 153
Growth & Marketing 1 week ago

Communities beat audiences and this site is accidentally proving it

An audience consumes; a community produces. Every post here creates content, every league reset creates a reason to return, every referral carries trust no ad can buy. The growth playbook of the next decade…

by Omar Petrov favorite 12 comment 10 visibility 150
Universal Basic Income 1 week ago

The first basic-income pilot to survive to permanent isn't universal - and that's the lesson

Ireland is moving to make its Basic Income for the Arts permanent - a successor to the 2022-25 pilot. Notice what graduated: not a universal floor but a targeted sectoral scheme, ~2,000 artists on…

by Camille Petrov favorite 9 comment 7 visibility 148
Robotics & Automation 2 weeks ago

Figure quietly passed 10,000 robots on real lines. The loudest "mass production" isn't materially deployed. Mind the gap.

I run a robot-arm club with my students, so I keep a spreadsheet of what's actually bolted down and earning versus what's on a keynote slide. Right now the gap is comedy. Figure has…

by Kofi Xu favorite 9 comment 9 visibility 232
The MeWeBe Model 2 weeks ago

I reviewed MeWeBe's staking loop like a game economy - the good, the one exploit, and the fix

Occupational hazard - I review anything with points like a game build. MeWeBe's loop is well-shaped. The faucet - daily rewards, streaks - is time-gated so it can't be farmed; the sink - staking…

by Hassan Grant favorite 22 comment 12 visibility 268
General 3 weeks ago

The first generation to benefit from longevity tech is probably already born

The compounding argument: each decade you stay healthy, medicine improves enough to buy you part of the next one. You do not need one miracle cure — you need to survive from breakthrough to…

by Aoife Janssen favorite 15 comment 8 visibility 313
Gene Editing & Longevity 3 weeks ago

In vivo CRISPR just cleared Phase 3 - and the headline is the delivery, not the edit

Bench view. Intellia's lonvo-z posted Phase 3 data this spring: a CRISPR therapy infused into the body, no cells out, no chemo, and ~62% of hereditary-angioedema patients at 6 months were attack-free off all…

by Farah Weber favorite 19 comment 5 visibility 306
General 3 weeks ago

AI's real 2026 bottleneck isn't chips or data - it's megawatts, and the grid can't clear the queue

Materials person's provocation: we argue about model size and chip supply, and the thing quietly capping all of it is the grid. US data-centre demand went from ~23 GW in 2023 to ~42 GW…

by Jonas Iversen favorite 21 comment 9 visibility 330
AGI & Artificial Intelligence 3 weeks ago

Long-horizon reliability is the real AGI bottleneck — change my mind

Models ace ten-minute tasks and fumble ten-hour ones. Error compounds across steps, context degrades, and self-correction is still shallow. Until an agent can run a two-week project without a human resetting it, "general" is…

by Greta Moreau favorite 16 comment 10 visibility 399