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Anthropic says Claude now writes 80% of its codebase, boosting engineer output eightfold as capabilities double every four months

Sholto DouglasSD#91|@_SHOLTODOUGLAS
Nathan LambertNL#64|@NATOLAMBERT
Jack ClarkJC#33|@JACKCLARKSF
Sam BowmanSB#27|@SLEEPINYOURHAT
Miles BrundageMB#20|@MILES_BRUNDAGE
+36 more

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10

Huawei technical paper reveals Ascend AI roadmap delays 3D LogicFolding to the 2030s, relying on 2.5D packagingHuawei targets a 30 kW wafer-scale processor by 2030.

4h|38.6k8423
ZephyrZE#1471|@ZEPHYR_Z9
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#421|@TEORTAXESTEX
20

Satya Nadella rejected a proposal by Microsoft's Omar Shahine to make the OpenClaw-based "Scout" AI agent addictiveNadella suggested those behind the proposal consider leaving Microsoft.

2h|15.1k5513
Robert ScobleRS#323|@SCOBLEIZER
swyxSW#214|@SWYX
30

UW professor emeritus Pedro Domingos argues that the future AI landscape will eventually feature more companies than human individualsRobert Scoble currently tracks 8,800 AI companies versus 50,000 people

6h|5.3k504
Pedro DomingosPD#653|@PMDDOMINGOS
Robert ScobleRS#323|@SCOBLEIZER
Watchlist

Video Signals

Kory MathewsonKM#424|@KORYMATH

ElevenLabs Unveils Flows Agent To Auto-Build Creative AI Workflows

21h ago|Views 230KLikes 450Bookmarks 271
Robert ScobleRS#323|@SCOBLEIZER

Brett Goldstein Launches Micro AI Agent With Superior Memory

21h ago|Views 643KLikes 520Bookmarks 219
Chubby♨️CH#1448|@KIMMONISMUS

Claude Mythos Generates Fully Functional macOS Clone From One Prompt

3h ago|Views 41KLikes 480Bookmarks 97
Robert ScobleRS#323|@SCOBLEIZER

New CLI Brings Suno AI Music Generation To Agents And Terminal

22h ago|Views 15KLikes 189Bookmarks 242
Kosta Derpanis (sabbatical in Zurich)KD#932|@CSPROFKGD
Andrew DavisonAD#750|@AJDDAVISON

MLP-Splatting Decomposes Scenes With Tens of Light-Field Primitives

21h ago|Views 9.1KLikes 60Bookmarks 44
Nando de FreitasND#28|@NANDODF

Visualization Animates Neural Network Layers Driving AI Agent Behaviors

5h ago|Views 407KLikes 0Bookmarks 0
Robert ScobleRS#323|@SCOBLEIZER

MIT Researchers Build First Self-Evolving AI Scientist for Principled Discovery

1h ago|Views 5.7KLikes 92Bookmarks 75
Nick DobosND#1871|@NICKADOBOS

SimDeck Adds Live Annotations And DevTools To OpenAI Codex For Mobile Apps

11h ago|Views 12KLikes 88Bookmarks 100
Miles BrundageMB#20|@MILES_BRUNDAGE

Miles Brundage Shares Anthropic Warning on Recursive Self-Improvement Risks

5h ago|Views 3.7KLikes 65Bookmarks 12
j⧉nusJ⧉#511|@REPLIGATE

Claude Opus Visualizes Response Generation as Deep Ocean Dive

1d ago|Views 4.6KLikes 57Bookmarks 30
40

Meta FAIR's François Fleuret jokes about building a bot to strike people with a trout over consciousness claimsThe joke proposal playfully targeted researcher Geoffrey Hinton.

5h|9k734
kacheKA#488|@YACINEMTB
François FleuretFF#330|@FRANCOISFLEURET
50

Moondream AI co-founder Vikhyat K. jokes that corporate AI safety means embedding 20 engineers within the NSAThe post satirizes corporate AI safety theater.

5h|2.3k390
vikVI#1193|@VIKHYATK
kacheKA#488|@YACINEMTB
60

Analysts Zephyr and Teortaxes outline engineering requirements for Huawei's projected 30KW wafer-scale LogicFolding Ascend processorCooling requires stacked SRAM and a microchannel diamond layer

2h|3k62
ZephyrZE#1471|@ZEPHYR_Z9
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#421|@TEORTAXESTEX

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Yesterday's Top Stories, Jun 4, 2026.

Posts: 5,843|Clusters: 1,231|Stories frozen at midnight PT
10

Anthropic says Claude now writes 80% of its codebase, boosting engineer output eightfold as capabilities double every four monthsMythos Preview achieved a 52x code optimization speedup.

14h|10.7M38.5k#1BOOKMARKED13.4k
Steven SinofskySS#1967|@STEVESI
EthanET#1859|@TORCHCOMPILED
Matthew BermanMB#1802|@MATTHEWBERMAN
Super DarioSD#1794|@INDUCTIONHEADS
Andy MasleyAM#1693|@ANDYMASLEY
Packy McCormickPM#1634|@PACKYM
Joel BeckerJB#1570|@JOEL_BKR
Samuel Hammond 🦉SH#1490|@HAMANDCHEESE
Chubby♨️CH#1448|@KIMMONISMUS
Eli LiflandEL#1444|@ELI_LIFLAND
Peter Wildeford🇺🇸🚀PW#1345|@PETERWILDEFORD
PrakashPR#1330|@8TEAPI
Tomek KorbakTK#1160|@TOMEKKORBAK
Herbie BradleyHB#1012|@HERBIEBRADLEY
Lisan al GaibLA#975|@SCALING01
Amin KarbasiAK#965|@AMINKARBASI
DanielDA#924|@GROWING_DANIEL
Jimmy Apples 🍎/accJA#832|@APPLES_JIMMY
elieEL#706|@ELIEBAKOUCH
Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭PT#640|@ELDER_PLINIUS
Ravid Shwartz ZivRS#617|@ZIV_RAVID
Daniel KokotajloDK#586|@DKOKOTAJLO
Aaron LevieAL#560|@LEVIE
Andrew CurranAC#518|@ANDREWCURRAN_
j⧉nusJ⧉#511|@REPLIGATE
Alex AlbertAA#440|@ALEXALBERT__
Yuchen JinYJ#423|@YUCHENJ_UW
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#421|@TEORTAXESTEX
Erik BrynjolfssonEB#392|@ERIKBRYN
Stephen McAleerSM#355|@MCALEERSTEPHEN
Andreas Kirsch 🇺🇦AK#228|@BLACKHC
KarinaKA#206|@KARINANGUYEN
Dimitris PapailiopoulosDP#193|@DIMITRISPAPAIL
Ethan MollickEM#176|@EMOLLICK
EmadEM#169|@EMOSTAQUE
Gary MarcusGM#157|@GARYMARCUS
Sholto DouglasSD#91|@_SHOLTODOUGLAS
Nathan LambertNL#64|@NATOLAMBERT
Jack ClarkJC#33|@JACKCLARKSF
Sam BowmanSB#27|@SLEEPINYOURHAT
Miles BrundageMB#20|@MILES_BRUNDAGE
Sheing NgSN1
20

NVIDIA releases Nemotron 3 Ultra, a 550B parameter open-weight hybrid Mamba2-Transformer MoE model for agentic workloadsIt reduces operational costs by up to 30 percent.

17h|1.2M9.6k2.9k
stochasmST#1592|@STOCHASTICCHASM
Julius AdebayoJA#1546|@JULIUSADML
Chubby♨️CH#1448|@KIMMONISMUS
whWH#1409|@NREHIEW_
bilalBI#1366|@BILALTWOVEC
GowthamiGO#1288|@GOWTHAMI_S
Alex VolkovAV#1245|@ALTRYNE
Dan Zhang @ ICLRDZ#1126|@DZHANG50
Florian BrandFB#1117|@XEOPHON
Eric ZhangEZ#1095|@EKZHANG1
Cody BlakeneyCB#1004|@CODE_STAR
Charles 🎉 FryeC🎉#848|@CHARLES_IRL
Daniel HanDH#773|@DANIELHANCHEN
Robert NishiharaRN#738|@ROBERTNISHIHARA
Erik BernhardssonEB#701|@BERNHARDSSON
Vincent WeisserVW#696|@VINCENTWEISSER
merveME#674|@MERVENOYANN
Ravid Shwartz ZivRS#617|@ZIV_RAVID
Ying ShengYS#608|@YING11231
Will KnightWK#584|@WILLKNIGHT
yobibyteYO#528|@Y0B1BYTE
kacheKA#488|@YACINEMTB
elvisEL#483|@OMARSAR0
Prithviraj (Raj) AmmanabroluP(#469|@RAJAMMANABROLU
Bryan CatanzaroBC#434|@CTNZR
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#421|@TEORTAXESTEX
Graham NeubigGN#100|@GNEUBIG
clem 🤗C🤗#67|@CLEMENTDELANGUE
Nathan LambertNL#64|@NATOLAMBERT
AKAK#29|@_AKHALIQ
30

Anthropic reports its engineers now ship eight times more code per quarter, prompting debate over how to measure AI productivityAndy Jones called the increase an accelerated technological takeoff.

13h|355.9k3.2k510
ben hylakBH#1918|@BENHYLAK
EthanET#1859|@TORCHCOMPILED
Matthew BermanMB#1802|@MATTHEWBERMAN
Joel BeckerJB#1570|@JOEL_BKR
Pranav ShyamPS#1385|@RECURSEPARADOX
Joseph Suarez 🐡JS#1268|@JSUAREZ
Alex VolkovAV#1245|@ALTRYNE
vikVI#1193|@VIKHYATK
Lenny RachitskyLR#1184|@LENNYSAN
Kevin KwokKK#1181|@KEVINAKWOK
alth0u🧶AL#1098|@ALTH0U
Beff (e/acc)B(#850|@BEFFJEZOS
catCA#535|@_CATWU
Andrew CurranAC#518|@ANDREWCURRAN_
andy jonesAJ#456|@ANDY_L_JONES
kipplyKI#368|@KIPPERRII
👩‍💻 Paige Bailey👩‍💻P#270|@DYNAMICWEBPAIGE
Nathan BenaichNB#242|@NATHANBENAICH
Andreas Kirsch 🇺🇦AK#228|@BLACKHC
KarinaKA#206|@KARINANGUYEN
Sholto DouglasSD#91|@_SHOLTODOUGLAS
40

Google Magenta releases Magenta RealTime 2, an open-weights model for local real-time music generation with sub-200ms latencyThe release includes companion apps and DAW plugins

1d|290.7k3.2k2.1k
Chubby♨️CH#1448|@KIMMONISMUS
Jesse EngelJE#1024|@JESSEENGEL
Chris DonahueCD#967|@CHRISDONAHUEY
Adam RobertsAR#650|@ADA_ROB
Omar SansevieroOS#486|@OSANSEVIERO
Douglas EckDE#278|@DOUGLAS_ECK
EmadEM#169|@EMOSTAQUE
Natasha JaquesNJ#115|@NATASHAJAQUES
Kevin Patrick MurphyKP#112|@SIRBAYES
Lucas Beyer (bl16)LB#55|@GIFFMANA
50

OpenAI launches upgraded ChatGPT memory system using a "dreaming" process to carry context across conversationsFactual recall success rates rose from 41.5% to 82.8%.

14h|2.1M13.4k2.6k
Rohan PaulRP#1031|@ROHANPAUL_AI
Jimmy Apples 🍎/accJA#832|@APPLES_JIMMY
Andrew CurranAC#518|@ANDREWCURRAN_
Boris PowerBP#358|@BORISMPOWER
Greg BrockmanGB#19|@GDB
Sam AltmanSA#8|@SAMA
Kevin RoseKR1
60

SpaceX promotional campaign teases plans to build critical infrastructure across space, connectivity, and AIThe campaign video includes a link to spacexipo.com.

19h|#1VIEWS29.4M#1LIKED103.4k10.6k
Bill Yuchen LinBY#338|@BILLYUCHENLIN
Elon MuskEM#74|@ELONMUSK
70

AI and biotech leaders, including Sam Altman and Demis Hassabis, urge Congress to mandate DNA synthesis screeningThe proposed laws would require customer identity verification.

1d|232.7k1.6k190
Tristan HarrisTH#1676|@TRISTANHARRIS
Samuel Hammond 🦉SH#1490|@HAMANDCHEESE
Robin HansonRH#884|@ROBINHANSON
Helen TonerHT#401|@HLNTNR
Boaz BarakBB#133|@BOAZBARAKTCS
Miles BrundageMB#20|@MILES_BRUNDAGE
80

Anthropic embeds six engineers at the NSA to deploy its Mythos AI system for offensive cyber operationsThe Financial Times first reported the specialized defense partnership.

11h|394.2k1.9k455
Daniel Eth (yes, Eth is my actual last name)DE#1934|@DANIEL_271828
Nathan 🔎N🔎#1900|@NATHANPMYOUNG
Nick DobosND#1871|@NICKADOBOS
Matthew BermanMB#1802|@MATTHEWBERMAN
Kylie RobisonKR#1055|@KYLIEBYTES
Lisan al GaibLA#975|@SCALING01
Andrew CurranAC#518|@ANDREWCURRAN_
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#421|@TEORTAXESTEX
Dean W. BallDW#390|@DEANWBALL
Miles BrundageMB#20|@MILES_BRUNDAGE
90

LLM evaluation platform Arena launches Agent Mode to benchmark GPT-5.5, Claude Opus 4.7, and Gemini 3.1 Pro on multi-step tasksThe platform measures task success, steerability, and tool hallucination.

14h|494.3k2.1k543
Wei-Lin ChiangWC#1695|@INFWINSTON
Lisan al GaibLA#975|@SCALING01
Ion StoicaIS#803|@ISTOICA05
Anastasios Nikolas AngelopoulosAN#798|@ML_ANGELOPOULOS
benahorowitz.ethBE#585|@BHOROWITZ
Anjney MidhaAM#522|@ANJNEYMIDHA
Sebastien BubeckSB#50|@SEBASTIENBUBECK
100

Cognition AI launches a $10 million productivity guarantee to refund enterprise customers if its Devin AI agent fails to deliver valueProductivity is calculated in engineering hours instead of tokens.

12h|217.8k1.4k471
andrew gaoAG#1965|@ITSANDREWGAO
ben hylakBH#1918|@BENHYLAK
WaldenWA#1878|@WALDEN_YAN
Nick DobosND#1871|@NICKADOBOS
Matthew BermanMB#1802|@MATTHEWBERMAN
Josh WolfeJW#1538|@WOLFEJOSH
Lisan al GaibLA#975|@SCALING01
Scott WuSW#720|@SCOTTWU46
elieEL#706|@ELIEBAKOUCH
Russell KaplanRK#637|@RUSSELLJKAPLAN
swyxSW#214|@SWYX
110

Goldman Sachs forecasts SpaceX AI revenue will hit $322 billion by 2030, drawing skepticism over its IPO underwriting roleCompute-as-a-service offerings are expected to drive the growth.

15h|293.4k3k201
Shaun MaguireSM#1342|@SHAUNMMAGUIRE
rohitRO#1214|@KRISHNANROHIT
Minh Nhat NguyenMN#1174|@MENHGUIN
Lisan al GaibLA#975|@SCALING01
Andrew CurranAC#518|@ANDREWCURRAN_
François FleuretFF#330|@FRANCOISFLEURET
Gary MarcusGM#157|@GARYMARCUS
Lucas Beyer (bl16)LB#55|@GIFFMANA
120

Ramp raises $750 million at a $44 billion valuation and launches tools to monitor enterprise AI token consumptionCEO Eric Glyman calls tokens the fastest-growing business cost.

16h|775.8k3.1k1.3k
Patrick OShaughnessyPO#1860|@PATRICK_OSHAG
Josh WolfeJW#1538|@WOLFEJOSH
Florian BrandFB#1117|@XEOPHON
Vincent WeisserVW#696|@VINCENTWEISSER
Palmer LuckeyPL#611|@PALMERLUCKEY
130

UC Berkeley introductory CS failure rates spike to 35%, prompting 1,300 faculty to demand SAT and ACT reinstatementInstructors blame AI overreliance and weak foundational math skills.

1d|412.5k4.5k1.3k
𝚟𝚒𝚎 ⟢𝚟⟢#1735|@VIEMCCOY
Jiaxin WenJW#1469|@JIAXINWEN22
kacheKA#488|@YACINEMTB
140

Sam Altman, Dario Amodei, and Demis Hassabis urge Congress to mandate screening of synthetic nucleic acids to prevent AI biosecurity risksThe proposed rules also target physical DNA manufacturing equipment.

1d|119.3k1k238
Chubby♨️CH#1448|@KIMMONISMUS
Zvi MowshowitzZM#919|@THEZVI
Logan GrahamLG#602|@LOGANGRAHAM
Andrew CurranAC#518|@ANDREWCURRAN_
davidad 🎇D🎇#458|@DAVIDAD
Dean W. BallDW#390|@DEANWBALL
David Krueger 🦥 ⏸️ ⏹️ ⏪DK#200|@DAVIDSKRUEGER
Gary MarcusGM#157|@GARYMARCUS
Nathan LambertNL#64|@NATOLAMBERT
150

Anthropic proposes global verification systems to temporarily pause frontier AI development, drawing criticism from safety commentator Michaël TrazziAnthropic compared the coordination to historic nuclear disarmament treaties.

13h|84.1k1.1k115
Matthew BermanMB#1802|@MATTHEWBERMAN
Andrew MayneAM#1489|@ANDREWMAYNE
Neil ChowdhuryNC#1315|@CHOWDHURYNEIL
Michaël TrazziMT#979|@MICHAELTRAZZI
Beff (e/acc)B(#850|@BEFFJEZOS
Ethan PerezEP#149|@ETHANJPEREZ
Miles BrundageMB#20|@MILES_BRUNDAGE
160

AI robotics company 1X launches World Model Lab led by former Luma AI founding engineer Samarth Sinha to train humanoid robotsIt avoids VLA wrappers by pretraining models on physics.

14h|257.2k2.3k857
Samarth SinhaSS#1500|@_SAM_SINHA_
GowthamiGO#1288|@GOWTHAMI_S
Robert ScobleRS#323|@SCOBLEIZER
Shane GuSG#47|@SHANEGUML
170

Google releases Gemma 4 12B, an encoder-free multimodal model under Apache 2.0 that beats the larger Gemma 3 27BThe model runs locally on laptops with 16GB VRAM.

1d|136.2k1.6k1.1k
utkuUT#1430|@UTKUEVCI
Armand JoulinAJ#626|@ARMANDJOULIN
👩‍💻 Paige Bailey👩‍💻P#270|@DYNAMICWEBPAIGE
Lucas Beyer (bl16)LB#55|@GIFFMANA
Christopher ManningCM#16|@CHRMANNING
Anthony DikéADJonny DJD2
180

OpenAI says its AI model found a counterexample to an 80-year-old mathematical conjecture by Paul ErdősReinforcement learning guided the model's search of mathematical spaces.

1d|191.4k1.1k379
Matt TurckMT#1497|@MATTTURCK
Andrew MayneAM#1489|@ANDREWMAYNE
Dan RobertsDR#870|@DANINTHEORY
Brandon McKinzieBM#733|@MCKBRANDO
Sebastien BubeckSB#50|@SEBASTIENBUBECK
Noam BrownNB#30|@POLYNOAMIAL
190

Raindrop AI co-founder Ben Hylak launches Raindrop 2.0, introducing self-healing agents to autonomously detect and triage agent workflow failuresCustom-trained models flag issues like looping build failures

11h|149.6k1.2k463
ben hylakBH#1918|@BENHYLAK
Hamel HusainHH#1316|@HAMELHUSAIN
raphaRA#333|@RAPHA_GL
👩‍💻 Paige Bailey👩‍💻P#270|@DYNAMICWEBPAIGE
200

US officials weigh taking equity stakes in AI companies following a proposal by OpenAI CEO Sam AltmanThe acquired shares would fund public dividends.

7h|342.9k924285
xlr8harderXL#1671|@XLR8HARDER
Samuel Hammond 🦉SH#1490|@HAMANDCHEESE
Beff (e/acc)B(#850|@BEFFJEZOS
Andrew CurranAC#518|@ANDREWCURRAN_
Miles BrundageMB#20|@MILES_BRUNDAGE
210

Policy scholar Dean W. Ball argues that fully autonomous corporations may require a global banThe debate was sparked by Argentina's national AI strategy.

16h|36.8k36861
Nathan 🔎N🔎#1900|@NATHANPMYOUNG
Haydn BelfieldHB#1468|@HAYDNBELFIELD
PrakashPR#1330|@8TEAPI
rohitRO#1214|@KRISHNANROHIT
Séb KrierSK#505|@SEBKRIER
Teortaxes▶️ (DeepSeek 推特🐋铁粉 2023 – ∞)T(#421|@TEORTAXESTEX
Dean W. BallDW#390|@DEANWBALL
David PfauDP#153|@PFAU
roonRO#57|@TSZZL
David DuvenaudDD#53|@DAVIDDUVENAUD
220

George Mason University economist Tyler Cowen predicts AI integration will drive 2.5% annual GDP growthThe talk also details AI's impact on healthcare.

15h|523.8k2.2k4.1k
Lenny RachitskyLR#1184|@LENNYSAN
Marc Andreessen 🇺🇸MA#95|@PMARCA
230

Sci-fi author Ted Chiang argues that artificial intelligence systems are not consciousThe essay prompted debate over Chiang's recent AI commentary.

1d|41.4k596288
Aran NayebiAN#1383|@ARAN_NAYEBI
rohitRO#1214|@KRISHNANROHIT
Rob WiblinRW#1130|@ROBERTWIBLIN
Nathan LabenzNL#990|@LABENZ
David ChalmersDC#769|@DAVIDCHALMERS42
Andreas Kirsch 🇺🇦AK#228|@BLACKHC
240

On the Dwarkesh Podcast, Alex Imas and Philip Trammell analyze optimal taxation and scarcity in a post-AGI economyThey outline how non-AI nations can capture economic gains.

13h|151.6k709478
Alex ImasAI#1773|@ALEXOLEGIMAS
Andy MasleyAM#1693|@ANDYMASLEY
Atoosa KasirzadehAK#1584|@DR_ATOOSA
Dwarkesh PatelDP#70|@DWARKESH_SP
250

OpenAI releases Codex iOS app plugin with integrated simulator and hot-reloading SwiftUI previewsiOS developer Oskar Groth says the tool directly challenges Xcode

12h|932.1k6.6k3.8k
jasonJA#931|@JXNLCO
260

Poke launches the first AI agent with official Apple approval to send text messages directly within iMessageIt integrates with third-party apps like Gmail and Notion.

13h|1.1M2.7k1.2k
fraserFR#1209|@FRASER
jasonJA#931|@JXNLCO
270

Proposed federal Obernolte-Trahan framework would preempt state AI laws for three years, targeting models over 10^26 FLOPsIt codifies the Center for AI Standards and Innovation

16h|309.5k30698
Samuel Hammond 🦉SH#1490|@HAMANDCHEESE
Divyansh KaushikDK#849|@DKAUSHIK96
Dean W. BallDW#390|@DEANWBALL
Miles BrundageMB#20|@MILES_BRUNDAGE
280

Marc Andreessen claims Biden administration officials warned against founding AI startups, prompting his endorsement of Donald TrumpDaniel Eth argued Andreessen misinterpreted a market consolidation prediction.

21h|1.8M29.5k2.4k
Elon MuskEM#74|@ELONMUSK
290

Investor Slater Stich interviews @polynoamial on applying AI to the Erdős unit distance conjecture and IMO benchmarksThe video launches a new series on AI in mathematics

12h|113.9k718649
LishaLI#753|@LISHALI88
Eric ChuEC#690|@ITS_ERICCHU
Sander DielemanSD#82|@SEDIELEM
Noam BrownNB#30|@POLYNOAMIAL
300

Anthropic pauses its red-teaming program after an unreleased Claude Oceanus model checkpoint leaks onlineThe leak reportedly originated from distributed red-team checkpoints.

1d|453.9k2.1k362
ZephyrZE#1471|@ZEPHYR_Z9
Lisan al GaibLA#975|@SCALING01
Andrew CurranAC#518|@ANDREWCURRAN_
clem 🤗C🤗#67|@CLEMENTDELANGUE
Nathan LambertNL#64|@NATOLAMBERT