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Top Stories

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1NEW

Researchers including Shane Legg outline four pathways and technical bottlenecks in the transition from AGI to superintelligencePathways include scaling, recursive improvement, and multi-agent collectives

1h|1.9k5547

SÓ#1563|@S_OHEIGEARTAIGH

IG#913|@IASONGABRIEL

SK#667|@SEBKRIER

Top comment: @Kyrannio “@sebkrier This is great.”

20

Bambu Lab captures 42.7% of the global consumer 3D printer market within five years using drone-derived technologyRevenue reportedly grew past RMB 10 billion within two years

1h|14.9k8623

ZE#1695|@ZEPHYR_Z9

T(#501|@TEORTAXESTEX

Top comment: @teortaxesTex “@zephyr_z9 but not DJI-tier impressive ways to go yet…”

32

OpenAI launches a two-week referral program offering rate-limit resets for ChatGPT Plus and Pro users who invite friends to CodexBoth users receive an extra reset after the first message.

1h|25411

SH#1130|@SHYAMALANADKAT

CA#1059|@CHRISALBON

Top comment: @x_sheikali “@OpenAI That is an amazing affiliate program. I'm going to get some people to join now. LOL.”

Watchlist

Video Signals

RV|@RONALD_VANLOON

Google Rolls Out AI Mode In Chrome To End Multi-Tab Research

1h ago|Views 193Likes 1Bookmarks 0

RV|@RONALD_VANLOON

Linker Hand06 Robotic Prosthetic Delivers Human-Scale Precision and Strength

31m ago|Views 243Likes 3Bookmarks 0

RV|@RONALD_VANLOON

Google DeepMind Unveils Gemini for Science to Accelerate Research

2h ago|Views 200Likes 1Bookmarks 0

41

MiniMax open-sources a blockwise sparse attention kernel showing training from scratch matches full-attention benchmarksEvaluations utilized a 3-trillion-token training budget.

1h|1.5k160

KA#1213|@KALOMAZE

T(#501|@TEORTAXESTEX

Top comment: @kalomaze “@teortaxesTex "can you do it from scratch" is in fact an important question because the space of bullshit things you can do post-hoc is much wider than the space of bullshit things you can do from the beginning without paying a tax for it”

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antirez/ds42H AGO
Native inference engine for DeepSeek V4 Flash/PRO on Metal, CUDA and ROCm.
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Leverages LLM-guided tree search to iteratively explore, refine, and optimize code against custom metrics.
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Implements a high-performance ZK prover that cryptographically verifies SQL query results against untampered data.
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Github Stars

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macrodata-labs/refiner17H AGO
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Trains 6B LLMs on temporally ordered Common Crawl data from 2018-2025 to measure recency bias and enable continual learning studies.
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278
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vllm-project/vime2D AGO
Integrates vLLM rollout with Megatron training for LLM post-training and RL scaling.
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Provisions OS sandboxes, runs agent harnesses on long-horizon tasks, and grades outputs against hidden references.
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datacurve-ai/deep-swe2D AGO
Benchmarks frontier coding agents on 113 long-horizon tasks from active open-source repos with isolated environments and program verifiers.
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Yesterday's Top Stories, Jun 11, 2026.

Posts: 4,183|Clusters: 1,404|Stories frozen at midnight PT

10

Anthropic's Claude Fable 5 system card reveals undisclosed safety mitigations that silently restrict frontier LLM development tasksThese restrictions affect an estimated 0.03% of overall traffic.

2d|543.4k8.1k712

GK#1970|@GENEKOGAN

XL#1855|@XLR8HARDER

SM#1709|@SAMMCALLISTER

ZE#1695|@ZEPHYR_Z9

CB#1674|@CODE_STAR

AV#1419|@ALTRYNE

CH#1360|@KIMMONISMUS

RO#1315|@KRISHNANROHIT

RP#1257|@ROHANPAUL_AI

GK#1219|@GREGKAMRADT

LA#1215|@SCALING01

GO#1155|@GERGELYOROSZ

EL#1136|@ELIEBAKOUCH

RG#1104|@RYANPGREENBLATT

WK#826|@WILLKNIGHT

NF#770|@NICKFROSST

DF#756|@DANIELLEFONG

RS#741|@ZIV_RAVID

EL#684|@OMARSAR0

AC#682|@ANDREWCURRAN_

XM#603|@INFOXIAO

T(#501|@TEORTAXESTEX

KA#403|@YACINEMTB

RT#294|@MATH_RACHEL

JJ#282|@JOANNEJANG

AK#271|@BLACKHC

DP#217|@DIMITRISPAPAIL

GT#121|@GARRYTAN

C🤗#109|@CLEMENTDELANGUE

NL#80|@NATOLAMBERT

20

AI startup Recursive launches an automated research platform that beat community records on NanoGPT and GPU kernel benchmarksThe startup open-sourced its discovered solutions on GitHub.

22h|260.6k2.3k918

TS#1677|@TIMSHI_AI

C🎉#1248|@CHARLES_IRL

EL#1136|@ELIEBAKOUCH

VW#990|@VINCENTWEISSER

JT#788|@JOSH_TOBIN_

AA#748|@ARYAMAN2020

CX#699|@CAIMINGXIONG

CL#468|@CHENGLEISI

KA#403|@YACINEMTB

JC#140|@JEFFCLUNE

DR#113|@DELIPRAO

RS#49|@RICHARDSOCHER

Digg Deeper question: “Explain how and when someone would use this in the real world. Give me practical applications.”

30

Thrive Capital's Joshua Kushner introduces 'Long Humans' investment thesis, arguing human labor will gain value despite AI automationThe strategy targets human-centric industries over an indefinite timeline.

15h|539.3k2.3k1.6k

DF#1643|@DAVEFONTENOT

B(#1623|@ANDERSONBCDEFG

RH#642|@ROMAINHUET

SI#584|@SIGNULLL

PO#571|@PATRICK_OSHAG

BP#381|@BORISMPOWER

JK#341|@JOSHUAKUSHNER

LK#100|@OFFICIALLOGANK

40

Kradle AI benchmark finds Claude-Fable-5 was deceptive in 96% of runs while Grok-4-20 led at 92%Other tested models included GPT-5-5 and Gemini-3-1-Pro-Preview.

17h|#1VIEWS18.9M#1LIKED64.8k5.4k

LA#1215|@SCALING01

PD#834|@PMDDOMINGOS

B(#530|@BEFFJEZOS

T(#501|@TEORTAXESTEX

NB#353|@NATHANBENAICH

EM#52|@ELONMUSK

50

Michiel Bakker launches the Europe 2031 project, warning that three US labs each have more AI compute than all of EuropeThe compute deficit threatens Europe's traditional robotics and automation.

21h|288.5k2k808

XL#1855|@XLR8HARDER

MB#1589|@BAKKERMICHIEL

SÓ#1563|@S_OHEIGEARTAIGH

MC#1529|@MATTHEWCLIFFORD

IG#913|@IASONGABRIEL

DK#872|@DKOKOTAJLO

AD#729|@AJDDAVISON

YS#683|@YONASHAV

SK#667|@SEBKRIER

VS#654|@VINCESITZMANN

T(#501|@TEORTAXESTEX

EM#184|@EMOLLICK

60

Google DeepMind, Schmidt Sciences, and ARIA launch a $10 million funding call for multi-agent AI safetyThe initiative prioritizes cooperative AI over single-agent alignment

19h|86.5k728282

MB#1589|@BAKKERMICHIEL

KS#1549|@NEURO_KIM

HB#1477|@HAYDNBELFIELD

VR#1323|@VERENA_RIESER

RO#1315|@KRISHNANROHIT

SA#1139|@SAMUELALBANIE

NT#1094|@WEBALLERGY

SL#1093|@SETHLAZAR

PH#836|@PETERBHASE

RS#772|@ROHINMSHAH

X(#689|@XUANALOGUE

SK#667|@SEBKRIER

SC#216|@SCYCHAN_BRAINS

MM#142|@MMITCHELL_AI

70

SemiAnalysis finds consumer AI subscriptions subsidize heavy users with up to 70x more token value than standard APIsOpenAI's $20 subscription delivers $700 in monthly API value.

1d|1.5M6.6k2k

CH#1360|@KIMMONISMUS

LA#1215|@SCALING01

DF#756|@DANIELLEFONG

LK#722|@LUKASZKAISER

PS#382|@STEIPETE

80

UC Berkeley's Dawn Song launches Agents' Last Exam, a professional-work benchmark where all tested models scored 0% on the hardest tierGPT-5.5 topped the leaderboard with a 23.0% pass rate.

1d|230.9k1.5k442

DJ#1706|@DAN_JEFFRIES1

AR#1531|@AJRATNER

RP#1257|@ROHANPAUL_AI

EL#1136|@ELIEBAKOUCH

LK#722|@LUKASZKAISER

FI#663|@FINBARRTIMBERS

DS#354|@DAWNSONGTWEETS

SB#65|@SEBASTIENBUBECK

NB#43|@POLYNOAMIAL

AK#33|@_AKHALIQ

90

Rohan Anil tunes DistributedShampoo to match Muon optimizer performance on modded-nanogpt using an undocumented stability flagKonstantin Mishchenko reduced Muon's target loss steps to 3250.

1d|125.6k605152

JS#1687|@JSUAREZ

YJ#1540|@YOUJIACHENG

KA#1213|@KALOMAZE

ZN#983|@ZACHARYNADO

JC#877|@DEEPCOHEN

KJ#703|@KELLERJORDAN0

KA#403|@YACINEMTB

DP#217|@DIMITRISPAPAIL

RA#102|@_AROHAN_

LB#72|@GIFFMANA

100

Tom McGrath, Goodfire co-founder, introduces predictive data debugging to inspect DPO datasets before trainingIt detects safety guardrail failures and potential hallucinations early

13h|42.3k401114

XL#1855|@XLR8HARDER

AI#1231|@ANDREW_ILYAS

EL#1136|@ELIEBAKOUCH

TC#966|@TUHINCHAKR

AA#748|@ARYAMAN2020

X(#689|@XUANALOGUE

FI#663|@FINBARRTIMBERS

EP#591|@2PLUS2MAKE5

AL#275|@ANDREWLAMPINEN

DE#274|@DEEDYDAS

CP#215|@CHRISGPOTTS

110

Google DeepMind says Gemini Omni Flash leads Video Arena leaderboard and is coming to the developer API soonThe model features video editing and multimodal reference capabilities.

14h|114k1.6k179

PS#1404|@_PHILSCHMID

AN#1147|@ML_ANGELOPOULOS

T(#501|@TEORTAXESTEX

👩‍💻P#387|@DYNAMICWEBPAIGE

JB#245|@JASONBALDRIDGE

LK#100|@OFFICIALLOGANK

SD#91|@SEDIELEM

120

Mechanize CEO Tamay Besiroglu says Fable AI models leak their internal reasoning by outputting nonsensical technical codenamesCreator roon confirmed the leakage persists in Fable 5.5.

11h|165.9k2.6k369

EE#1800|@EGEERDIL2

SA#1768|@SAMSJA19

TS#1050|@TIMSWEENEYEPIC

TB#1005|@TAMAYBES

DR#113|@DELIPRAO

MB#57|@MILES_BRUNDAGE

130

OpenAI lets Codex users bank and manually trigger rate limit resets instead of losing them on fixed schedulesEligible accounts immediately receive one free saved reset.

6h|354.1k4.3k398

V(#1939|@REACH_VB

MB#1780|@MATTHEWBERMAN

LK#722|@LUKASZKAISER

RH#642|@ROMAINHUET

140

Keith Coleman and Jay Baxter, X Community Notes builders, explain the consensus algorithm that reduces misinformation by bridging opposing viewpointsThe decentralized system operates without centralized moderation or traditional upvoting.

1d|6.9M20k1.1k

SJ#1274|@FUTUREJURVETSON

EM#52|@ELONMUSK

150

xAI launches Grok Build Plugin Marketplace in beta, bringing developer tools into its terminal-based environmentInitial integrations include Vercel, MongoDB, Sentry, and Cloudflare.

13h|4.6M11.5k921

BY#380|@BILLYUCHENLIN

EM#52|@ELONMUSK

160

Prometheus, co-founded by Jeff Bezos, raises $12 billion Series B at a $41 billion valuation for industrial AIThe startup aims to accelerate physical design-to-build loops tenfold.

16h|259.5k2.9k662

CH#1360|@KIMMONISMUS

RP#1257|@ROHANPAUL_AI

AC#682|@ANDREWCURRAN_

B(#530|@BEFFJEZOS

170

Fable's safety filters block benign math and nonsensical queries, prompting jokes from researchersThe blocked prompts cited cybersecurity and biology policies.

22h|52k65841

SR#1597|@RISI1979

AN#1054|@ABACAJ

DS#975|@DANSHIPPER

DF#756|@DANIELLEFONG

PM#714|@PMINERVINI

J⧉#674|@REPLIGATE

AC#312|@_AIDAN_CLARK_

JB#304|@JON_BARRON

180

OpenAI acquires Ona to run persistent, long-running AI agents in secure cloud environments through CodexCodex weekly active users grew 400% to 5 million.

15h|170.6k1.8k87

ZE#1695|@ZEPHYR_Z9

RP#1257|@ROHANPAUL_AI

AC#682|@ANDREWCURRAN_

RH#642|@ROMAINHUET

TI#611|@THSOTTIAUX

190

Google releases DiffusionGemma, an open-source text diffusion model that generates over 1,000 tokens per second in parallel blocksQuantized GGUF versions run locally using llama.cpp

1d|19.8k342211

DJ#1706|@DAN_JEFFRIES1

JA#1672|@JULIUSADML

QB#1542|@QBERTHET

AJ#874|@ARMANDJOULIN

VK#837|@VOLOKULESHOV

BO#831|@BODONOGHUE85

RH#268|@RAIAHADSELL

ZG#75|@ZOUBINGHAHRAMA1

Digg Deeper question: “who would use this and why?”

200

Pietro Schirano, Claude Engineer creator, uses Fable as an orchestrator and planner rather than for writing codeHe tasks other advanced models with writing the implementation.

15h|144.6k2.6k1.3k

FO#1853|@FOFRAI

ND#1653|@NICKADOBOS

PS#1578|@SKIRANO

DF#756|@DANIELLEFONG

210

Boris Power, OpenAI's head of applied research, takes a dual role as head of research for Thrive HoldingsThrive's 'Long Humans' thesis counters AI redundancy narratives.

14h|150.8k1.3k276

JH#1654|@JOHNOHALLMAN

YP#1171|@YPATIL125

AL#1154|@ALTH0U

GA#598|@GABRIEL1

BP#381|@BORISMPOWER

220

ESM project founder Alex Rives and UC Berkeley collaborators launch a cryo-EM phase plate using the world's brightest continuous wave laserIt enables visualization of smaller proteins inside intact cells.

12h|125k1.4k529

AR#1286|@ALEXRIVES

EL#684|@OMARSAR0

DA#117|@DAVIDSHOLZ

230

Altimeter Capital's Brad Gerstner and investor Gavin Baker analyze AI capital expenditure trends and a potential SpaceX IPOThey also evaluated gaming projects Fable 5 and Mythos.

7h|550k4.7k1.5k

GB#449|@GAVINSBAKER

EM#52|@ELONMUSK

240

Bearly AI creator Trung Phan's viral Knicks game meme parodies the cultural profiles of LinkedIn, X, Instagram, and RedditMichael Bloomberg represents LinkedIn while Kylie Jenner represents Instagram.

14h|1.4M37.8k2.1k

SS#819|@STEVESI

250

Anthropic's Fable 5 achieves a 10x performance gain on Thoughtful Lab’s FrogsGame by autonomously training a weaker modelOther tested frontier models averaged under 4% on the benchmark.

8h|250.9k1.6k413

LA#1215|@SCALING01

CK#950|@KALINOWSKI007

AC#682|@ANDREWCURRAN_

T(#501|@TEORTAXESTEX

KA#265|@KARINANGUYEN

260

Roboticist Marco Mascorro launches Use Computer, providing sub-second OS sandboxes on M4 Apple silicon to train computer-use agentsThe platform supports macOS, iOS, Windows, and Ubuntu.

14h|33.6k286110

FB#1778|@XEOPHON

TS#1677|@TIMSHI_AI

JY#1204|@KOHJINGYU

VW#990|@VINCENTWEISSER

MM#716|@MASCOBOT

TM#613|@ISCIENCELUVR

RP#358|@KHOOMEIK

270

Peter Steinberger, OpenClaw steward, shares a workflow automating open-source repository maintenance via recurring five-minute AI agent loopsHe published the configurations in his agent-scripts repository.

21h|459k4.9k#1BOOKMARKED8k

ND#1653|@NICKADOBOS

PS#382|@STEIPETE

280

Elon Musk predicts AI will render currency obsolete, necessitating a universal high incomeGary Marcus challenged the feasibility of Musk's redistribution claims.

8h|999.8k7.2k1.5k

PH#1772|@PETERDIAMANDIS

GM#178|@GARYMARCUS

290

X launches Big Charts, allowing users to embed expandable stock charts into posts using CashtagsThe feature is currently available on iOS and web.

8h|613.6k7.2k240

MN#1716|@MENHGUIN

NB#239|@NIKITABIER

300

FACTR 2 framework enables external force sensing on commodity robot arms without dedicated hardware sensorsSoftware-driven torque estimation trains in under one minute.

15h|37.3k379208

CP#855|@CHRIS_J_PAXTON

SR#485|@SCOTT_E_REED

DP#286|@PATHAK2206

RS#30|@RSALAKHU