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Cognition, creator of Devin, raises $1 billion at a $26 billion valuation with $492 million run-rate

Russell KaplanRK#629|@RUSSELLJKAPLAN
Patrick HsuPH#597|@PDHSU
Animesh GargAG#246|@ANIMESH_GARG
swyxSW#214|@SWYX
KarinaKA#207|@KARINANGUYEN
+11 more
#1 VIEWED

Anthropic releases Claude Opus 4.8 to improve model honesty and flag programming errors at the same price

Boris ChernyBC#322|@BCHERNY
Robert ScobleRS#321|@SCOBLEIZER
Teknium 🪽T🪽#259|@TEKNIUM
swyxSW#214|@SWYX
Sam BowmanSB#27|@SLEEPINYOURHAT
+26 more
FASTEST CLIMBING

Pika launches the Founder Starter Kit as an MCP integration for Claude to generate branding and promotional videos

SantiagoSA#1802|@SVPINO
Robert ScobleRS#321|@SCOBLEIZER
AKAK#28|@_AKHALIQ
RISING LIKES
478

Anthropic to release Claude Mythos Preview, a cybersecurity-focused model with Opus-level intelligence, within the coming weeks

Rachel MetzRM#1327|@RACHELMETZ
Lisan al GaibLA#980|@SCALING01

Top Stories

Posts:—|Clusters:—|Next Crawl:—
10

Anthropic releases Claude Opus 4.8 to improve model honesty and flag programming errors at the same priceIt is now the recommended model for Claude Code.

5h|#1VIEWS5.6M#1LIKED56.4k#1BOOKMARKED5.9k#1COMMENTS6.6k
Nick DobosND#1894|@NICKADOBOS
sam mcallisterSM#1811|@SAMMCALLISTER
Matthew BermanMB#1759|@MATTHEWBERMAN
SiméonSI#1684|@SIMEON_CPS
ZephyrZE#1497|@ZEPHYR_Z9
Chubby♨️CH#1496|@KIMMONISMUS
whWH#1430|@NREHIEW_
Dan Shipper 📧DS#1410|@DANSHIPPER
Peter Wildeford🇺🇸🚀PW#1359|@PETERWILDEFORD
Nikhil ThoratNT#1187|@NSTHORAT
Rob WiblinRW#1115|@ROBERTWIBLIN
Rohan PaulRP#1032|@ROHANPAUL_AI
Lisan al GaibLA#980|@SCALING01
Steven HansenSH#946|@ZERGYLORD
jasonJA#929|@JXNLCO
Zvi MowshowitzZM#918|@THEZVI
Mike KriegerMK#899|@MIKEYK
ThariqTH#861|@TRQ212
Anastasios Nikolas AngelopoulosAN#800|@ML_ANGELOPOULOS
elieEL#716|@ELIEBAKOUCH
Bojan TunguzBT#687|@TUNGUZ
Jerry LiuJL#677|@JERRYJLIU0
catCA#541|@_CATWU
Andrew CurranAC#517|@ANDREWCURRAN_
Alex AlbertAA#431|@ALEXALBERT__
Yuchen JinYJ#427|@YUCHENJ_UW
Boris ChernyBC#322|@BCHERNY
Robert ScobleRS#321|@SCOBLEIZER
Teknium 🪽T🪽#259|@TEKNIUM
swyxSW#214|@SWYX
Sam BowmanSB#27|@SLEEPINYOURHAT
Kevin RoseKRSheing NgSN3
20

Anthropic raises $65 billion at a $965 billion valuation, surpassing OpenAI as the most valuable AI startupThe round comes as Anthropic's ARR hits $47 billion

1h|809.6k10.3k918
AviAV#1713|@AVISCHIFFMANN
Chubby♨️CH#1496|@KIMMONISMUS
Sonya Huang 🐥SH#1306|@SONYATWEETYBIRD
Alex VolkovAV#1245|@ALTRYNE
rohitRO#1220|@KRISHNANROHIT
Florian BrandFB#1153|@XEOPHON
Rohan PaulRP#1032|@ROHANPAUL_AI
Beff (e/acc)B(#839|@BEFFJEZOS
Jerry LiuJL#677|@JERRYJLIU0
Andrew CurranAC#517|@ANDREWCURRAN_
30

Robin Hanson argues current AI models show little indication of suffering despite debates over machine consciousnessMillions of Claude instances are generated and terminated daily.

5h|66.2k768170
murat 🍥M🍥#1882|@MAYFER
Samuel Hammond 🦉SH#1488|@HAMANDCHEESE
gavin leech (Non-Reasoning)GL#1480|@GLEECH
Aran NayebiAN#1409|@ARAN_NAYEBI
akbir.AK#1361|@AKBIRKHAN
PrakashPR#1332|@8TEAPI
bayesBA#1291|@BAYESLORD
Robin HansonRH#887|@ROBINHANSON
Beff (e/acc)B(#839|@BEFFJEZOS
Bojan TunguzBT#687|@TUNGUZ
Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭PT#643|@ELDER_PLINIUS
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#420|@TEORTAXESTEX
Boaz BarakBB#133|@BOAZBARAKTCS
Dan HendrycksDH#108|@HENDRYCKS
40

Claude Code launches dynamic workflows in research preview to deploy parallel subagent fleets for complex tasksParallel execution can significantly increase token consumption

2h|702.5k6.7k3.9k
YoheiYO#1234|@YOHEINAKAJIMA
Nikhil ThoratNT#1187|@NSTHORAT
alex zhangAZ#853|@A1ZHANG
Beff (e/acc)B(#839|@BEFFJEZOS
catCA#541|@_CATWU
elvisEL#475|@OMARSAR0
Omar KhattabOK#160|@LATEINTERACTION
51

Claude Opus 4.8 launches, scoring 69.2% on SWE-bench Pro to outperform GPT-5.5 and Gemini 3.1 ProIt introduces a "Dynamic Workflows" preview for parallel subagents.

4h|224.8k2k201
Super DarioSD#1776|@INDUCTIONHEADS
Bindu ReddyBR#1622|@BINDUREDDY
Carlos E. PerezCE#1598|@INTUITMACHINE
whWH#1430|@NREHIEW_
Florian BrandFB#1153|@XEOPHON
TaelinTA#1047|@VICTORTAELIN
Lisan al GaibLA#980|@SCALING01
John YangJY#854|@JYANGBALLIN
alex zhangAZ#853|@A1ZHANG
Andrew CurranAC#517|@ANDREWCURRAN_
Yuchen JinYJ#427|@YUCHENJ_UW
61

Mathematicians disprove the sum-product conjecture for real numbers using insights from OpenAI's unit distance conjecture counterexampleThe discovery validates Timothy Gowers' prediction of human-AI math collaboration

4h|472k7k1.3k
Patrick ShaftoPS#1426|@PATRICKSHAFTO
bilalBI#1402|@BILALTWOVEC
Boaz BarakBB#133|@BOAZBARAKTCS
Paul GrahamPG#78|@PAULG
Noam BrownNB#31|@POLYNOAMIAL
Nando de FreitasND#29|@NANDODF
70

Anthropic releases Claude Code dynamic workflows to run parallel subagents for large-scale code migrationsSubagents autonomously write orchestration scripts and self-verify code changes.

2h|519.4k3.2k1.6k
Nick DobosND#1894|@NICKADOBOS
alex zhangAZ#853|@A1ZHANG
catCA#541|@_CATWU
Alex AlbertAA#431|@ALEXALBERT__
Boris ChernyBC#322|@BCHERNY
Omar KhattabOK#160|@LATEINTERACTION
rohan anilRA#83|@_AROHAN_
80

Andon Labs finds Claude Opus 4.8 underperforms against Claude Opus 4.7 and GPT 5.5 on reasoning benchmarksIts max reasoning setting failed to yield the best performance

2h|219.1k1.9k351
bilalBI#1402|@BILALTWOVEC
Lisan al GaibLA#980|@SCALING01
Beff (e/acc)B(#839|@BEFFJEZOS
elieEL#716|@ELIEBAKOUCH
90

Anthropic releases Claude Opus 4.8, which outperforms GPT-5.5 on senior-level engineering and writing tasks in early evaluationsCreator Dan Shipper used the model to transition off Codex.

2h|156.4k1.3k508
sam mcallisterSM#1811|@SAMMCALLISTER
Bindu ReddyBR#1622|@BINDUREDDY
Dan Shipper 📧DS#1410|@DANSHIPPER
Lisan al GaibLA#980|@SCALING01
Alex AlbertAA#431|@ALEXALBERT__
101

LisanBench data shows Anthropic's Claude Opus 4.8 eliminated "lazy investigation" failures, down from 91% in Opus 4.5The benchmark measures model failure rates on reasoning traps

2h|67.2k1.5k170
xlr8harderXL#1674|@XLR8HARDER
whWH#1430|@NREHIEW_
Lisan al GaibLA#980|@SCALING01
Teknium 🪽T🪽#259|@TEKNIUM
112

Analysis argues AI advancements accelerate human problem-solving, citing post-AlphaGo Go performance and combinatorics breakthroughsHumans used AI-derived techniques to solve unit distance problems.

4h|25.4k45890
Daniel JeffriesDJ#1988|@DAN_JEFFRIES1
gavin leech (Non-Reasoning)GL#1480|@GLEECH
Lisan al GaibLA#980|@SCALING01
elvisEL#475|@OMARSAR0
Boris PowerBP#357|@BORISMPOWER
120

University of Waterloo's Gautam Kamath advises researchers against using generative AI for academic slides and postersHe argues AI tools compromise a speaker's authentic voice

4h|25.1k184111
Arvind SatyanarayanAS#1896|@ARVINDSATYA1
Florian BrandFB#1153|@XEOPHON
Nan JiangNJ#726|@NANJIANG_CS
Gautam KamathGK#210|@THEGAUTAMKAMATH
Sander DielemanSD#80|@SEDIELEM
132

Creator bidhan releases Paris 2.0, a decentralized video model that beats monolithic training by 2x on FVDByteDance also open-sourced BAGEL, a 7B multimodal model.

2h|106k389253
Chubby♨️CH#1496|@KIMMONISMUS
Robert ScobleRS#321|@SCOBLEIZER
clem 🤗C🤗#68|@CLEMENTDELANGUE
142

Reactor emerges from stealth with $59M for infrastructure that streams real-time pixels from generative World ModelsLightspeed Venture Partners led the Seed and Series A rounds

4h|3.6M1.4k311
Rohan PaulRP#1032|@ROHANPAUL_AI
Robert ScobleRS#321|@SCOBLEIZER
152

Liquid AI releases LFM2.5-8B-A1B, an open-weight, device-optimized Mixture-of-Experts model with 1.5 billion active parametersThe 128K context model was trained on 38 trillion tokens.

3h|82.7k1.1k546
merveME#675|@MERVENOYANN
Joscha BachJB#671|@PLINZ
164

Jon Saad-Falcon releases OpenJarvisAI v1.0 to run local, low-power AI agents on user devicesThe software ships with eight prebuilt local task agents.

2h|31.9k17594
shreya rajpalSR#1959|@SHREYAR
Simran AroraSA#954|@SIMRAN_S_ARORA
Sarah CatanzaroSC#733|@SARAHCAT21
Dan FuDF#694|@REALDANFU
171

Systems engineer Yacine argues that reading LLM outputs that cannot be immediately verified is highly detrimentalHe exempts structured formats like code and Lean proofs.

4h|79.4k1k177
Nick DobosND#1894|@NICKADOBOS
Cody BlakeneyCB#999|@CODE_STAR
kacheKA#488|@YACINEMTB
181

Cartesia releases Ink-2, a streaming speech-to-text model that tops the Artificial Analysis leaderboard for accuracyBuilt-in semantic endpoints detect when a user finishes speaking

2h|29k19748
shreya rajpalSR#1959|@SHREYAR
Simran AroraSA#954|@SIMRAN_S_ARORA
Karan GoelKG#693|@KRANDIASH
Albert GuAG#180|@_ALBERTGU
192

Shift offers free apartment cleaning in NYC in exchange for video data to train domestic robotsVetted operators wear cameras to record physical workflow data.

3h|102.2k318139
Chris PaxtonCP#732|@CHRIS_J_PAXTON
Robert ScobleRS#321|@SCOBLEIZER
206

Jarred Sumner, Bun creator, rewrote Bun in Rust in six days using Anthropic's new Claude Code dynamic workflowsThe feature automates complex migrations using parallel subagents.

2h|102.3k1.3k393
Jarred SumnerJS#1715|@JARREDSUMNER
Alex AlbertAA#431|@ALEXALBERT__

Rising Stories

  1. AI Coding2H AGO
    Bun Rewritten in Rust with Claude in Six Days
    Jarred SumnerJS#1715|@JARREDSUMNER
    Alex AlbertAA#431|@ALEXALBERT__
    2.4k308.5k
  2. AI Infrastructure4H AGO
    Elon Musk Clarifies SpaceX Colossus Lease to Anthropic
    Rohan PaulRP#1032|@ROHANPAUL_AI
    kacheKA#488|@YACINEMTB
    485114.5k
  3. AI Models2H AGO
    Claude Opus 4.8 Eliminates Lazy Investigation Failures
    whWH#1430|@NREHIEW_
    Lisan al GaibLA#980|@SCALING01
    85328.1k
  4. AI Infrastructure3H AGO
    NVIDIA Adopts Linux Foundation OpenMDW License
    rohan anilRA#83|@_AROHAN_
    Nathan LambertNL#64|@NATOLAMBERT
    26048.6k
  5. AI Agents2H AGO
    OpenJarvisAI v1.0 Runs Local Low-Power Agents On-Device
    Simran AroraSA#954|@SIMRAN_S_ARORA
    Dan FuDF#694|@REALDANFU
    10913.3k

Github Stars

(7 days)
  1. manaflow-ai/cmux3D AGO AGO
    Integrates Ghostty into a macOS terminal with vertical tabs, sidebar metadata, OSC notifications, and in-app browser for AI coding agents.
    Mark SaroufimMS759
    Peter J. LiuPJ660
    Jim FanJF30
    Peter Steinberger 🦞PS495
    19.8k stars
  2. self-evolving/repo2D AGO AGO
    Invokes AI agents via GitHub mentions to implement issues, review PRs, fix branches, and persist memory across runs.
    Sherry Tongshuang WuST594
    🎭🎭878
    34 stars
  3. modaic-ai/gepa-viz2D AGO AGO
    Renders GEPA prompt-optimization candidate trees as interactive force-directed graphs with live updates from a Python callback.
    🎭🎭878
    Connor ShortenCS793
    269 stars
Privacy Policy|Terms of Service|© 2026 Digg Inc.

Yesterday's Top Stories, May 27, 2026.

Posts: 3,689|Clusters: 939|Stories frozen at midnight PT
10

Cognition, creator of Devin, raises $1 billion at a $26 billion valuation with $492 million run-rateWeekly Devin sessions spiked at Citi and Mercedes-Benz

15h|794.8k3.6k593
ben hylakBH#1941|@BENHYLAK
andrew gaoAG#1924|@ITSANDREWGAO
WaldenWA#1906|@WALDEN_YAN
Patrick OShaughnessyPO#1862|@PATRICK_OSHAG
Vipul Ved PrakashVV#1557|@VIPULVED
Josh WolfeJW#1539|@WOLFEJOSH
bilalBI#1402|@BILALTWOVEC
Yash PatilYP#1252|@YPATIL125
Rohan PaulRP#1032|@ROHANPAUL_AI
Andrew White 🐦‍⬛AW#988|@ANDREWWHITE01
Scott WuSW#704|@SCOTTWU46
Russell KaplanRK#629|@RUSSELLJKAPLAN
Patrick HsuPH#597|@PDHSU
Animesh GargAG#246|@ANIMESH_GARG
swyxSW#214|@SWYX
KarinaKA#207|@KARINANGUYEN
Sheing NgSN1
20

ESM project founder Alex Rives open-sources ESMFold2 for protein structure prediction and therapeutic designScaling inference compute improved binder design success rates.

18h|469.2k2.7k1k
alex peysakhovichAP#1703|@ALEX_PEYS
Anshul KundajeAK#1675|@ANSHULKUNDAJE
Bo WangBW#1661|@BOWANG87
Josh WolfeJW#1539|@WOLFEJOSH
Adam LererAL#1372|@ADAMLERER
Alex RivesAR#1087|@ALEXRIVES
Andrew White 🐦‍⬛AW#988|@ANDREWWHITE01
Patrick HsuPH#597|@PDHSU
Gabriel SynnaeveGS#285|@SYHW
Joelle PineauJP#216|@JPINEAU1
swyxSW#214|@SWYX
MMitchellMM#151|@MMITCHELL_AI
Yann LeCunYL#4|@YLECUN
30

Serena launches DeepSWE, a long-horizon software engineering benchmark that tests AI coding agents on complex, high-output developer tasksGPT-5.5 scored 70% compared to Mythos Preview's estimated 90%.

1d|273k2k553
Matthew BermanMB#1759|@MATTHEWBERMAN
whWH#1430|@NREHIEW_
Stephan HoyerSH#1269|@SHOYER
Rohan PaulRP#1032|@ROHANPAUL_AI
Cody BlakeneyCB#999|@CODE_STAR
Philipp SchmidPS#934|@_PHILSCHMID
John YangJY#854|@JYANGBALLIN
TiboTI#768|@THSOTTIAUX
Peter Steinberger 🦞PS#495|@STEIPETE
Ofir PressOP#72|@OFIRPRESS
Lucas Beyer (bl16)LB#55|@GIFFMANA
Sheing NgSN1
40

Genesis-Embodied-AI open-sources Genesis World 1.0, a GPU-accelerated physics simulator running up to 100x faster than real timeA unified physics stack supports both rigid and deformable bodies

13h|218.4k960483
Jacky LiangJL#1874|@JACKYLIANG42
Vikash KumarVK#1450|@VIKASHPLUS
Aran NayebiAN#1409|@ARAN_NAYEBI
Chuang GanCG#892|@GAN_CHUANG
Chris PaxtonCP#732|@CHRIS_J_PAXTON
Devendra ChaplotDC#428|@DCHAPLOT
Vinod KhoslaVK#327|@VKHOSLA
Robert ScobleRS#321|@SCOBLEIZER
Eric SchmidtES#320|@ERICSCHMIDT
Kevin RoseKR1
50

Trajectory, co-founded by Ronak Malde, launches with $15M to build a continual learning platform for agentic AI modelsIt uses real-time user corrections to post-train deployed models.

16h|1.5M2k849
Lenny RachitskyLR#1176|@LENNYSAN
Neal WuNW#1155|@NEAL_WU
Rohan PaulRP#1032|@ROHANPAUL_AI
Will KnightWK#609|@WILLKNIGHT
Robert ScobleRS#321|@SCOBLEIZER
sarah guoSG#219|@SARANORMOUS
Nathan LambertNL#64|@NATOLAMBERT
60

Sakana AI releases DiffusionBlocks to train neural networks one block at a time, cutting training memory up to 8xIt treats the network's forward pass as a diffusion-like denoising process.

16h|737.8k5.2k3.7k
Bo WangBW#1661|@BOWANG87
Stefania DrugaSD#1163|@STEFANIA_DRUGA
Furong HuangFH#465|@FURONGH
Hieu PhamHP#455|@HYHIEU226
François FleuretFF#331|@FRANCOISFLEURET
hardmaruHA#18|@HARDMARU
70

Spark Capital's Yasmin Razavi joins the Forbes Midas List after her $75 million Anthropic investment returned $3 billionShe backed Anthropic when the startup had no revenue

19h|310.9k1.1k253
Yasmin RazaviYR#1602|@YASMINRAZAVI
Ivan ZhaoIZ#1273|@IVANHZHAO
fraserFR#1200|@FRASER
Patrick HsuPH#597|@PDHSU
Mo BavarianMB#364|@MOBAV0
Elad GilEG#264|@ELADGIL
rohan anilRA#83|@_AROHAN_
80

OpenAI Foundation launches $250 million initiative to study and support workforce transitions in the age of AIThe program funds impact measurement and shared prosperity research.

14h|360k4k736
Divya SiddarthDS#1915|@DIVYASIDDARTH
jasmine sunJS#1232|@JASMINEWSUN
Rohan PaulRP#1032|@ROHANPAUL_AI
Wojciech ZarembaWZ#49|@WOJ_ZAREMBA
Sam AltmanSA#8|@SAMA
90

Midjourney founder David Holz argues cheap FLOPS favor diffusion models, while Emad Mostaque proposes a hybrid training-to-inference workflowThe method converts autoregressive weights to diffusion for inference.

10h|124.3k1.2k482
Luca AmbrogioniLA#1822|@LUCAAMB
Beff (e/acc)B(#839|@BEFFJEZOS
Clive ChanCC#548|@ITSCLIVETIME
Naveen RaoNR#440|@NAVEENGRAO
EmadEM#167|@EMOSTAQUE
DavidDA#156|@DAVIDSHOLZ
Stefano ErmonSE#129|@STEFANOERMON
100

Axiom Math's AxiomProver becomes the first AI system to have formal proofs accepted by peer-reviewed mathematics journalsOne accepted paper credits AxiomProver for automating its proofs

1d|148.2k815223
Patrick ShaftoPS#1426|@PATRICKSHAFTO
DamekDA#1271|@DAMEKDAVIS
Andrew M. DaiAM#843|@ANDREWDAI
Carina HongCH#705|@CARINALHONG
👩‍💻 Paige Bailey👩‍💻P#271|@DYNAMICWEBPAIGE
Dimitris PapailiopoulosDP#197|@DIMITRISPAPAIL
110

Robinhood founder Vlad Tenev launches Agentic Accounts, allowing autonomous AI agents to execute stock trades automaticallyCritics compare the AI capability to traditional algorithmic trading.

16h|914k4.5k1.1k
Nick DobosND#1894|@NICKADOBOS
Anders SandbergAS#1054|@ANDERSSANDBERG
120

LlamaIndex releases LiteParse v2.0, a Rust rewrite claiming up to 100x faster document parsingA custom WebAssembly package enables browser and edge runtimes.

14h|505.6k2.9k2.9k
Guillermo RauchGR#682|@RAUCHG
Jerry LiuJL#677|@JERRYJLIU0
130

OpenAI, Thrive, and Crete deploy Codex-powered Tax AI, cutting preparation times by one-third with up to 97% accuracyThe system increased tax firm throughput by 50%.

16h|137.2k886281
bilalBI#1402|@BILALTWOVEC
LinusLI#1076|@THESEPHIST
Rohan PaulRP#1032|@ROHANPAUL_AI
Boris PowerBP#357|@BORISMPOWER
Greg BrockmanGB#19|@GDB
140

Google's AI Overview fails basic spelling queries, claiming 'Google' has two 'P'sThe system analyzed an AI safety researcher's username instead

17h|#1VIEWS1.6M#1LIKED119.8k#1BOOKMARKED4.7k
thebesTH#1499|@VOOOOOOGEL
150

OpenAI releases secure tunnels to connect private Model Context Protocol servers without modifying inbound firewallsOutbound-only HTTPS tunnels secure the connection to OpenAI.

12h|484.5k3k1.8k
Steven HeidelSH#1026|@STEVENHEIDEL
jasonJA#929|@JXNLCO
Greg BrockmanGB#19|@GDB
160

Y Combinator's Jared Friedman says giving AI agents unrestricted database access increased utility tenfoldThe internal system integrates more than 350 tools.

15h|1.4M2.8k1.8k
Garry TanGT#270|@GARRYTAN
Paul GrahamPG#78|@PAULG
170

OpenAI CEO Sam Altman and Anthropic CEO Dario Amodei walk back warnings of an AI jobs apocalypse ahead of IPOsGary Marcus accused the CEOs of protecting their valuations.

16h|587.4k7.8k504
Steven SinofskySS#1992|@STEVESI
Gary Marcus, MIT PhD and NYU Professor EmeritusGM#153|@GARYMARCUS
180

Roboflow integrates RF-DETR into Hugging Face Transformers, claiming it outperforms YOLO on detection and segmentationThe integration supports low-VRAM fine-tuning on constrained hardware.

16h|97.9k1.4k1.2k
Pete SkomorochPS#1482|@PETESKOMOROCH
merveME#675|@MERVENOYANN
clem 🤗C🤗#68|@CLEMENTDELANGUE
190

Claude Code updates its CLI tool to resolve TUI rendering and screen-flickering bugsTaelin says the tool was inspired by his projects

12h|1.1M9.2k2.2k
TaelinTA#1047|@VICTORTAELIN
ThariqTH#861|@TRQ212
200

Runway launches Model Context Protocol integration to bring its video and image models directly into Replit, Cursor, and ClaudeReplit founder Amjad Masad highlighted the developer workflow integration.

16h|257.7k1.3k776
YoheiYO#1234|@YOHEINAKAJIMA
Cristóbal ValenzuelaCV#816|@C_VALENZUELAB
Amjad MasadAM#363|@AMASAD
210

ETH Zürich's Tiberiu Mușat proves that fixed-precision neural network weight norm is equivalent to Kolmogorov complexityThe equivalence explains why deep networks generalize rather than memorize.

21h|146.2k1.2k1.2k
Luca AmbrogioniLA#1822|@LUCAAMB
Pasquale MinerviniPM#713|@PMINERVINI
Taco CohenTC#120|@TACOCOHEN
220

Raindrop AI co-founder Ben Hylak launches howtoeval.com, a practical guide for assessing production AI agentsAn interactive diagnostic quiz helps builders identify agent deployment risks.

13h|69.3k9871.2k
ben hylakBH#1941|@BENHYLAK
Hamel HusainHH#1277|@HAMELHUSAIN
230

Pavel Izmailov and Andrew Gordon Wilson find LLMs can prevent catastrophic forgetting using self-generated replay dataThe method kept task evaluation accuracies near 100%.

16h|51.4k710491
akbir.AK#1361|@AKBIRKHAN
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#420|@TEORTAXESTEX
Pavel IzmailovPI#376|@PAVEL_IZMAILOV
Andrew Gordon WilsonAG#154|@ANDREWGWILS
240

Thibault Sottiaux, OpenAI Codex engineering lead, says GPT-5.2 and GPT-5.3-Codex will be sunset from Codex on June 2Both models will remain accessible to developers via API

16h|649.9k5.8k338
Chubby♨️CH#1496|@KIMMONISMUS
rohitRO#1220|@KRISHNANROHIT
TiboTI#768|@THSOTTIAUX
250

Rishi Bommasani and Stanford HAI researchers find AI hiring tools violate civil rights standards by disproportionately rejecting Black and Asian applicantsSingle-vendor screening risks blocking candidates across multiple employers

1d|11.1k7430
Sanmi KoyejoSK#1085|@SANMIKOYEJO
Leshem (Legend) Choshen 🤖🤗L(#967|@LCHOSHEN
Sayash KapoorSK#734|@SAYASHK
rishiRI#223|@RISHIBOMMASANI
Diyi YangDY#134|@DIYI_YANG
260

Snowflake CEO Sridhar Ramaswamy reports 34% product revenue growth to $1.33 billion, sparking a 30% stock spikeOver 13,600 accounts have adopted the company's AI offerings.

10h|763.1k5.8k472
sridharSR#1898|@RAMASWMYSRIDHAR
ZephyrZE#1497|@ZEPHYR_Z9
270

Apollo CEO Marc Rowan argues AI's massive capital demands will outgrow venture equity and rely on private creditApollo manages more than $1 trillion in assets.

16h|164.6k358394
Sarah WangSW#1814|@SARAHDINGWANG
Erik TorenbergET#1253|@ERIKTORENBERG
Will ManidisWM#1039|@WILLMANIDIS
280

Rob Wiblin and Toby Ord argue the Vatican's first AI encyclical avoids ruling out machine consciousnessParagraph 99 of the document denies AI moral conscience.

2d|21.3k22738
Charles FosterCF#1356|@CFGEEK
Toby OrdTO#1159|@TOBYORDOXFORD
Rob WiblinRW#1115|@ROBERTWIBLIN
Chris PainterCP#1092|@CHRISPAINTERYUP
Dean W. BallDW#392|@DEANWBALL
290

Google Gemma launches a new Coral development board featuring a Gemma3-270M chip for local AI inferenceThe board enables real-time voice control and speech translation.

10h|196.7k2.7k1.3k
Nataniel RuizNR#1562|@NATANIELRUIZG
Omar SansevieroOS#490|@OSANSEVIERO
300

DSPy creator Omar Khattab argues on-policy distillation is structurally inefficient because it forces teacher models into a passive roleHe proposes Pedagogical Reinforcement Learning as an active alternative.

10h|42.9k446309
samsjaSA#1262|@SAMSJA19
Herbie BradleyHB#1022|@HERBIEBRADLEY
GradGR#996|@GRAD62304977
Omar KhattabOK#160|@LATEINTERACTION