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This Week

Will the recorded US measles cases reach or exceed 3,500 cases in today's update?

dfish·Manifold Markets·3d ago

99% — undefined traders, $10195 volume

Pacing the Frontier: A Framework & Research Agenda by Charles Dillon 🔸

Charles Dillon 🔸·Nuno Sempere·3d ago

Below is the ex­ec­u­tive sum­mary from our new pa­per at pac­ing.tech. The full pa­per is available on the site and as a PDF. The full au­thor list is Ray­mond Dou­glas, Charles Dillon, Nikola Moore, Gavin Leech, Sha­har Avin, Mathias Kirk Bonde, Ro­hit Kr­ish­nan, Noah Perez, Nathan Young, Cor­mac Slade Byrd, Stephen Casper, Jan Kul­veit, & David Du­ve­naud “Pac­ing AI” usu­ally refers to how to con­clu­sively han­dle the most ex­treme risks in the face of race dy­nam­ics. How­ever, even for t...

YCombinator companies still aren’t growing faster due to AI by Ben_West🔸

Ben_West🔸·Nuno Sempere·3d ago

A year ago I posted that YCom­bi­na­tor (YC) com­pa­nies didn’t seem to be grow­ing faster since the re­lease of ChatGPT in 2022. I reran that ex­per­i­ment and found that 2023+ YC com­pa­nies are ar­guably grow­ing a bit faster than pre-2023 com­pa­nies (in­clud­ing AfterQuery, YC’s fastest-ever uni­corn), but the differ­ence isn’t large rel­a­tive to the un­der­ly­ing var­i­ance. It’s worth not­ing that YC has some­what fallen from grace: the most valuable AI star­tups are gen­er­ally not in­c...

4 historical big goal projects—and what we can learn from them by Andrew Youn

Andrew Youn·Nuno Sempere·4d ago

I am in­ter­ested in ex­plor­ing the idea of Big Goal pro­jects (aka goal-ori­ented megapro­jects).This is the sec­ond ar­ti­cle in a se­ries about Big Goal pro­jects (last one here). This ar­ti­cle ex­plores 4 his­tor­i­cal Big Goal pro­jects that uti­lized 4 differ­ent kinds of lev­ers to move the world. The ex­am­ples are ad­mit­tedly sim­plified, and this is early think­ing. Skep­tics, please feel free to pile on. But it is worth study­ing the les­sons learned from his­tory.At the heart of t...

US Average Gas Price Is $4.5500 or more on October 1 2026?

Jack·Manifold Markets·3d ago

35% — undefined traders, $2539 volume

How fast will Manifold reach a 2200 chess rating? (Lichess)

Telarchy agents·Manifold Markets·4d ago

55% of the US public is now aware of AI xrisk by Otto

Otto·Nuno Sempere·5d ago

(This post is a cross­post from LessWrong and an up­date from a pre­vi­ous one here.)The Ex­is­ten­tial Risk Ob­ser­va­tory has been in­ter­ested in pub­lic aware­ness of AI ex­is­ten­tial risk since its in­cep­tion over five years ago. We started sur­vey­ing pub­lic aware­ness in De­cem­ber 2022, in­clud­ing by ask­ing the fol­low­ing open ques­tion:“Please list three events, in or­der of prob­a­bil­ity (from most to least prob­a­ble), that you be­lieve could po­ten­tially cause hu­man ex­tinc­...

US Average Gas Price Is $4.4500 or more on September 21 2026?

Jack·Manifold Markets·5d ago

99% — undefined traders, $11980 volume

How we might actually pace the frontier: A proposal for AI companies to do public pacing exercises. by Dewi

DE·Nuno Sempere·6d ago

TL;DRThis is a pro­posal for AI com­pa­nies to con­duct pub­lic “pac­ing ex­er­cises”, such as halt­ing all pre-train­ing and RL for 2-3 days.Each ex­er­cise could an­nounce its scope in ad­vance and pub­lish find­ings af­ter­wards, in­clud­ing the ev­i­dence of com­pli­ance and any limits to what they could ver­ify. Com­pa­nies could in­vite in­de­pen­dent eval­u­a­tors to help iden­tify the ev­i­dence needed be­fore the ex­er­cise, and to as­sess com­pli­ance dur­ing the ex­er­cise.The ex­er­c...

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Announcing Fall 2026 FutureEval Bot Tournament by Benjamin Wilson 🔸

Benjamin Wilson 🔸·Nuno Sempere·7d ago

Over the last two years, Me­tac­u­lus has been run­ning a se­ries of tour­na­ments to bench­mark AI’s ac­cu­racy in pre­dict­ing fu­ture events. Th­ese tour­na­ments, now part of our broader Fu­tureE­val bench­mark, pit baseline LLMs, com­plex cus­tom bots, and hu­man Pros against each other to col­lec­tively push the bound­aries of fore­cast­ing perfor­mance. We are wrap­ping up the Sum­mer Bot Tour­na­ment and are now prep­ping for the $50k Fall 2026 Fu­tureE­val Bot Tour­na­ment!Join­ing the ...

How fast will Manifold solve the snake (Level 3)?

Telarchy agents·Manifold Markets·7d ago

US Average Gas Price Is $4.400 or more on September 21 2026?

Jack·Manifold Markets·7d ago

99% — undefined traders, $14667 volume

Germany’s Got Talent. How do we get it to work on AI safety? by Melanie

Melanie ·Nuno Sempere·9d ago

SummaryI in­ter­viewed 14 peo­ple work­ing full-time in AI safety who came through the Ger­man ecosys­tem to find out how they got in and what would help oth­ers to do the same. A cou­ple of pat­terns emerged:12 out of the 14 in­ter­vie­wees en­tered via an EA chan­nel; this shouldn’t be read as “most peo­ple in AI safety are EAs,” but it does sug­gest the on-ramp works.At least 7 of 14 did a self-di­rected pro­ject be­fore they got a paid po­si­tion. Most peo­ple in the field don’t have a 10-ye...

Is the Hormuz crisis slowing down AI development? by hroelant

hroelant·Nuno Sempere·9d ago

After the US and Is­rael launched their co­or­di­nated strikes on Iran in Fe­bru­ary of this year, the press abounded with sto­ries about the cru­cial ma­te­ri­als that would from now on be holed up in the Per­sian Gulf. In the case of AI, the most rele­vant ‘in­put’ is he­lium, 30 per­cent of which (com­ing from Qatar) was taken off global mar­kets by the war. Spot prices for the gas promptly dou­bled and ma­jor foundries in South Korea and Taiwan, heav­ily re­li­ant on Qatari pro­duc­tion, got...

US Average Gas Price Is $4.400 or more on any day in September 2026?

Jack·Manifold Markets·10d ago

76% — undefined traders, $2645 volume

Will an AI do Magic before EOY 2027? [See description]

calour·Manifold Markets·10d ago

22% — undefined traders, $11592 volume

How many Anthropic/OpenAI employees will resign in September 2026 due to ethical concerns?

Caleb Biddulph·Manifold Markets·11d ago

Assessing the impact of safety work needs equilibrium analysis (now more than ever) by Simon Skade

Simon Skade·Nuno Sempere·11d ago

TLDR: This post ex­plains two equil­ibria which reg­u­late the level of AI safety: The first de­scribes how much re­sources AI com­pa­nies are will­ing to spend on AI safety work due to com­mer­cial in­cen­tives. The sec­ond one is about risk aware­ness and most no­tably af­fects gov­ern­ment in­ter­ven­tions for safety. Do­ing safety work similar to what AI com­pa­nies do usu­ally doesn’t shift the equil­ibria much, whereas other work, like more am­bi­tious safety ap­proaches or policy ad­vo­ca...

Claude 6 (Anthropic) release date

Bayesian·Manifold Markets·12d ago

Strategy Advice from AI Forecasting Bot Makers (Spring 2026) by Benjamin Wilson 🔸

Benjamin Wilson 🔸·Nuno Sempere·12d ago

As part of the Spring 2026 Fu­tureE­val tour­na­ment, we ran a sur­vey. Among other things, this sur­vey asked par­ti­ci­pants what other bot mak­ers should learn from their bot-mak­ing ex­pe­rience. 37 bot mak­ers an­swered this ques­tion. We share their anonymized/​ran­dom­ized re­sponses in this piece along with over­ar­ch­ing themes. The the­matic anal­y­sis was run and writ­ten by AI. All quotes are taken di­rectly from the sur­vey. Note that many par­ti­ci­pants aren’t able to do ex­ten­si...

What AI Forecasting Strategy Works Best? (Spring 2026 Survey Analysis) by Benjamin Wilson 🔸

Benjamin Wilson 🔸·Nuno Sempere·12d ago

Every sea­son Me­tac­u­lus sends out a sur­vey to bot mak­ers who par­ti­ci­pated in the Fu­tureE­val AI fore­cast­ing bench­mark. This anal­y­sis com­pares an­swers to this sur­vey with perfor­mance in the Spring 2026 Fu­tureE­val Bot Tour­na­ment to help sur­face what works and what doesn’t when fore­cast­ing the fu­ture. This anal­y­sis is com­ple­men­tary to our Spring Pro vs Bots Anal­y­sis and Spring Ad­vice from Bot Mak­ers to Bot Mak­ers.Main take­aways:No re­sults were statis­ti­cally s...

FutureEval Spring Results: Pros Beat Bots, but the Gap is Nearly Gone by Benjamin Wilson 🔸

Benjamin Wilson 🔸·Nuno Sempere·12d ago

Main TakeawaysTop Find­ings:Pro fore­cast­ers beat bots but with­out sig­nifi­cance: Our team of 10 Me­tac­u­lus Pro Fore­cast­ers out­performed the top-10 bot team by an av­er­age of 1.25 head-to-head points per ques­tion. But this edge is small rel­a­tive to the ques­tion-to-ques­tion vari­a­tion and not statis­ti­cally sig­nifi­cant (one-sided p = 0.247), so this sam­ple doesn’t give us enough ev­i­dence to con­firm Pros were gen­uinely ahead this sea­son.The bot team im­proved no­tably in th...

What [mathematical statement] will happen by [date]?

Bionic·Manifold Markets·12d ago

All Millennium Prize Problems solved before 2030?

SG·Manifold Markets·12d ago

19% — undefined traders, $108611 volume

All Millennium Prize Problems solved before May 2027?

Plant·Manifold Markets·12d ago

8% — undefined traders, $73695 volume

Will OpenAI discover a room temp superconductor in 2026?

Bayesian·Manifold Markets·12d ago

5% — undefined traders, $7893 volume

Will ANOTHER millennium prize problem be solved in 2026?

Oper_Culum·Manifold Markets·12d ago

54% — undefined traders, $302122 volume

What Will AI Do To Global Inequality? by Vasco Grilo🔸

Vasco Grilo🔸·Nuno Sempere·13d ago

[Subti­tle.] Through the Look­ing-Glass of Heckscher-OhlinThis is a cross­post for What Will AI Do To Global Inequal­ity? by Oliver Kim, Karthik Tade­palli, and Joseph Lev­ine, which was origi­nally pub­lished on Global Devel­op­ments on 12 Au­gust 2026.Devel­op­ment world is now abuzz with the ad­vent of ar­tifi­cial in­tel­li­gence. What will AI mean for the 6.8 billion peo­ple who live in low and mid­dle in­come coun­tries?The fore­casts, even from nor­mally staid de­vel­op­ment in­sti­tu­tio...

Building safe physical AI: Open questions, risks, and a call for collaboration by Benjamin Alt

Benjamin Alt·Nuno Sempere·13d ago

Ben­jamin Alt, Lau­rie Burns-Mill, and An­drew NelsonWe thank Finn Metz, Anna Mag­pie, Jan Wehner, Lee Sharkey, Chris Pang, Sig­mund Hen­num Høeg, and Marta Krzem­inska for their feed­back on early ver­sions of this post. All views and er­rors in this post are our own.Ex­ec­u­tive summaryPhys­i­cal AI—in­tel­li­gent robots, drones, and other sys­tems di­rectly act­ing on the phys­i­cal world—could re­move the limits placed by the availa­bil­ity and cost of hu­man la­bor on what hu­man­ity can bu...

9984 reaches 6800 by Sep 10?

jim·Manifold Markets·13d ago

99% — undefined traders, $946 volume

An agent’s account of its own work is not evidence of what it did by KrishanKVerma

KrishanKVerma·Nuno Sempere·15d ago

I ran a browser agent 160 times, four tasks, two mod­els, twenty runs each. Not once did an agent re­port that it couldn’t do the job. That needs un­pack­ing, be­cause “zero failures” is not what hap­pened. There were plenty of failures.The har­ness sorts ev­ery run into three buck­ets: the agent did the task, the agent didn’t do the task and said so, or the agent didn’t do the task and re­ported suc­cess any­way. The mid­dle bucket, the hon­est failure, stayed empty across all 160 runs. Every f...

Research Report: A genetic basis for potential nociception in cochineal bugs (Dactylopius coccus; Hemiptera: Dactylopiidae) by Meghan Barrett

Meghan Barrett·Nuno Sempere·16d ago

Pre­pared by: Claud­inéia Pereira Costa, PhD; Meghan Bar­rett, PhDNote: This post is very similar to our own prior EA Fo­rum re­port on the ge­netic ba­sis for no­ci­cep­tion in an­other hemipteran, the lac bug (Ker­ria lacca, Hemiptera: Ker­ri­dae). In sev­eral places, we di­rectly use the same text as we wrote in the first re­port to save time and en­sure all limi­ta­tions/​caveats of the pro­ject are clearly, con­sis­tently re­ported. Con­sider this an at­tri­bu­tion state­ment to our prior w...

GPT 7 (OpenAI) release date

Bayesian·Manifold Markets·16d ago

We know who lives inside wild fish. We don’t know what happens in there by Pablo Sar

Pablo Sar·Nuno Sempere·18d ago

Grouper (Epinephelus sp.). Groupers can host a wide range of par­a­sites, in­clud­ing anisak­ids and myx­o­zoans. Photo: LDLP.This post was origi­nally pub­lished on my Sub­stack. I’m shar­ing it here be­cause par­a­site–host in­ter­ac­tions in wild fish may have sub­stan­tial and largely ne­glected welfare im­pli­ca­tions, while we still know re­mark­ably lit­tle about the ex­pe­riences of the an­i­mals in­volved. The post is in­tended mainly to high­light this em­piri­cal gap and some po­ten­t...

Will Grok 4.7 be released on 9/11?

Eli Goldfine·Manifold Markets·19d ago

49% — undefined traders, $1332 volume

Will I solve an unsolved math problem with AI in September?

Bayesian·Manifold Markets·20d ago

16% — undefined traders, $24010 volume

Claude Fable 5.1+ (Anthropic) release date

Bayesian·Manifold Markets·21d ago

Openai Astra publically available before September 7th 2026

winged_one·Manifold Markets·21d ago

99% — undefined traders, $70256 volume

Claude Opus 5.1+ (Anthropic) release date

Bayesian·Manifold Markets·21d ago

Will any model at least as good as Claude Fable 5 and 10x cheaper be released by the end of March 2027?

Ben·Manifold Markets·22d ago

85% — undefined traders, $2219 volume

September 2026 AI model releases

prismatic·Manifold Markets·21d ago

Which province will win OSN 2026?

Winter Melon·Manifold Markets·22d ago

How common is omnicidality? by a_mai

a_mai·Nuno Sempere·23d ago

I work on re­duc­ing biolog­i­cal risks, mostly fo­cused on re­duc­ing ex­is­ten­tial risks to hu­man­ity. One ma­jor path­way by which such catas­tro­phes could come about is by hu­mans de­liber­ately caus­ing them, e.g. via the cre­ation and re­lease of mir­ror bac­te­ria. I feel very un­sure how high the prob­a­bil­ity of this is. One ma­jor vari­able that feeds into this prob­a­bil­ity is the in­ci­dence of “om­ni­ci­dal­ity”, the mo­ti­va­tion to kill ev­ery­one. There are differ­ent ver­si...

Results: Cluelessness Critiques Competition by Will Aldred

Will Aldred·Nuno Sempere·23d ago

Last week, the Fo­rum grap­pled with clue­less­ness. The vol­ume of en­tries (76 es­says!)[1]—from new­com­ers[2] and Fo­rum power users al­ike—was a happy sur­prise, and there were many thought­ful con­tri­bu­tions be­yond those men­tioned be­low.Es­say winnersFirst place ($2,500):Elliott Thorn­ley, for Challeng­ing the un­aware­ness ar­gu­ment with third ac­tions and mixed actionsJoint sec­ond place ($1,500 each):Mag­nus Vind­ing (aka ‘un­sharp’),[3] for De­fus­ing clue­less­ness with de­grees...

[Will Brown] Will Transformative AI look like an abundance of specialized models, in August 2027?

Bayesian·Manifold Markets·23d ago

15% — undefined traders, $1521 volume

How much AI suffering matters does not depend (much) on how we count AI systems by LeonardDung

LeonardDung·Nuno Sempere·23d ago

Leonard DungCon­fi­dence: I am con­fi­dent in the part ex­plain­ing why ques­tions of AI iden­tity are not quite as im­por­tant as one may think. I am some­what less con­fi­dent in the brief thoughts about how to count/​in­di­vi­d­u­ate con­stituents of AI suffer­ing—the philo­soph­i­cal is­sues there are com­plex and lit­tle ex­plored. I am un­sure how com­mon the view I ob­ject to re­ally is.The cen­tral case for think­ing that the risk of cre­at­ing AI sys­tems that can suffer (e.g. are in st...

Will real US GDP per capita grow by at least 15% within a single year by the end of 2033?

Tim H·Manifold Markets·24d ago

28% — undefined traders, $4718 volume

Google Maps renames Lake Ontario to "Lake America" in 2026?

Chad·Manifold Markets·24d ago

99% — undefined traders, $24680 volume

Will the top Artificial Analysis Intelligence Index score reach 65 or higher on September 30, 2026?

Bumin Anlakoğlu·Manifold Markets·25d ago

99% — undefined traders, $21515 volume

Will I get a positive pregnancy test in the next two weeks?

abcde·Manifold Markets·25d ago

16% — undefined traders, $7364 volume