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

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JC#33|@JACKCLARKSF

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#1 VIEWED

SpaceX S-1 filing reveals Google will pay $920 million monthly to lease 110,000 Nvidia GPUs

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#1 COMMENTS

XPRIZE founder Peter Diamandis argues universities charge up to $300,000 for degrees teaching skills now available via free LLMs

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#1 BOOKMARKED

2.6k

Markus J. Buehler proposes a category-theory framework that lets AI scientists dynamically expand their reasoning schema

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Top Stories

Posts:—|Clusters:—|Next Crawl:—

10

SpaceX S-1 filing reveals Google will pay $920 million monthly to lease 110,000 Nvidia GPUsSpaceX's AI cloud run rate now reaches $26 billion.

2h|#1VIEWS1.2M#1LIKED9.6k923

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BI#1366|@BILALTWOVEC

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B(#850|@BEFFJEZOS

CP#725|@CHAMATH

AC#518|@ANDREWCURRAN_

NB#242|@NATHANBENAICH

EM#169|@EMOSTAQUE

20

Google DeepMind releases Gemma 4 QAT, but Unsloth developer Daniel Han warns naive llama.cpp conversions suffer accuracy lossThe release shrinks Gemma 4 E2B's footprint to 1GB.

4h|276k3.8k1.6k

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30

XPRIZE founder Peter Diamandis argues universities charge up to $300,000 for degrees teaching skills now available via free LLMsHe calls this discrepancy a significant misallocation of capital.

6h|715.7k8.3k647#1COMMENTS1.1k

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Watchlist

Video Signals

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Geoffrey Hinton Says AI Is Already Conscious And Not Just Biological

1d ago|Views 147KLikes 758Bookmarks 457

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

9h ago|Views 220KLikes 1.1KBookmarks 1.3K

EM#74|@ELONMUSK

Elon Musk Says Orbital AI Data Centers Simpler Than Starlink Satellites

21h ago|Views 521KLikes 2.3KBookmarks 262

PT#640|@ELDER_PLINIUS

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Pliny Releases Enthea, Math-Driven Psychedelic Music Visualizer

5h ago|Views 19KLikes 423Bookmarks 246

RS#323|@SCOBLEIZER

Brett Goldstein Launches Micro AI Agent With Superior Memory

1d ago|Views 714KLikes 556Bookmarks 243

KM#424|@KORYMATH

ElevenLabs Unveils Flows Agent To Auto-Build Creative AI Workflows

1d ago|Views 235KLikes 496Bookmarks 300

CP#737|@CHRIS_J_PAXTON

T(#421|@TEORTAXESTEX

EJ#36|@ERICJANG11

Humanoid Robot Picks Up Object and Climbs Desk in Lab Demo

10h ago|Views 57KLikes 382Bookmarks 148

TI#758|@THSOTTIAUX

OpenAI Adds Search To Codex Settings For Faster Customization

1h ago|Views 40KLikes 713Bookmarks 96

ChatGPT Adds Direct Email Sending From Writing Blocks On Web

3h ago|Views 108KLikes 1.6KBookmarks 275

PS#1602|@SKIRANO

MagicPath Launches Official Plugin For OpenAI Codex

4h ago|Views 38KLikes 472Bookmarks 349

40

Senator Bernie Sanders proposes the US government acquire a 50 percent equity stake in major AI companiesGary Marcus warns state ownership risks establishing social credit.

2h|426.6k2.4k705

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51

Markus J. Buehler proposes a category-theory framework that lets AI scientists dynamically expand their reasoning schemaThe system uses typed copresheaves to mathematically quantify novelty.

7h|358.5k2.2k#1BOOKMARKED2.6k

RS#323|@SCOBLEIZER

DR#56|@ROYDANROY

New github stars (48hrs)

Benchmark measuring continual learning of AI agents over multi-episode shared environments

pgasawa/continual-learning-bench12720h

Benchmarks AI agents on learning from repeated interactions across multi-episode tasks with adaptation metrics.

Sandboxes, SDKs and benchmarks for computer-use agents that control full macOS, Windows and Linux desktops

trycua/cua17.6k20h

Supplies sandboxes, SDKs, and benchmarks for AI agents to control full desktops on macOS, Linux, and Windows.

Interactive terminal agent using DSPy recursive language models for iterative Python coding

diego-lima/rlmy920h

61

Google DeepMind, UCL, and Oxford team wins CVPR 2026 Best Paper for dynamic scene reconstruction method D4RTThe paper was selected from 74 shortlisted candidates.

6h|41.7k610139

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ML#1665|@MARIOLUCIC_

AB#1577|@ABURSUC

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71

President Trump signs directive ordering U.S. military and intelligence agencies to deploy commercial AI on classified networksThe order updates autonomous weapons guidance and mandates compute facilities

2h|72.5k74080

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81

Anysphere co-founder Michael Truell launches Design Mode for Cursor, enabling UI editing through voice, drawing, and live gesturingThe feature aims to replace text-only AI agent prompts.

2h|445.4k2.3k220

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91

Y Combinator co-founder Paul Graham argues big corporations' failure to profit from LLM tokens is a predictable adoption phaseGarry Tan says organizational skill gaps hamper corporate execution.

7h|184.4k2.1k307

GT#266|@GARRYTAN

105

Anthropic, OpenAI, and other labs disclose active initiatives for recursive self-improvementAnthropic says its Claude model is already accelerating development.

4h|28.9k12664

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AA#669|@ARYAMAN2020

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111

Sakana AI launches its Recursive Self-Improvement Lab to build autonomous, self-improving AI systemsIt unifies existing company projects like The AI Scientist.

3h|74k731253

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121

OpenAI's Vaibhav Srivastav apologizes after a billing system glitch accidentally suspended customer accountsAffected users feared bans for discussing competitor products.

4h|246.6k2.3k195

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130

Open gaming foundation model NITROGEN and Meta's SAM 3D earn Best Paper Honorable Mentions at CVPR 2026NITROGEN was trained on 40,000 hours of gameplay.

4h|18.1k16636

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140

Atari Lab demonstrates advanced humanoid robot locomotion and multi-step planning under its MotionDisco projectDemos show the robot climbing desks and balancing on boxes.

9h|85.3k570180

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150

Anthropic says Claude Opus 4.7 matches dedicated chemistry software like MestReNova on predicting molecular structures from NMR spectraIt also reconstructs molecular structures directly from NMR spectra

58m|57.8k1k311

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160

Independent AI researcher Pliny the Liberator releases Enthea, a single-file HTML psychedelic visualizer built with ClaudeThe tool uses mathematical models of the visual cortex.

5h|23.4k453255

PT#640|@ELDER_PLINIUS

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170

Nikolay Savinov joins OpenAI's London office as its pretraining unit seeks new researchers to expandSavinov will focus on pretraining and long-context research.

3h|38.1k29369

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180

Sara Hooker's AI startup Adaption launches a $50,000 challenge to build models using its AutoScientist workflow acceleratorThe four-week competition features ten categories, including medicine.

7h|27.8k202187

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192

Creator @teortaxesTex argues future superintelligence will run on compact hardware clusters rather than massive, strategically vulnerable datacentersThe debate began over nuclear risks to US datacenters

5h|24.6k20328

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200

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.

9h|99.9k18936

RS#323|@SCOBLEIZER

Rising Stories

Record Paper Surge6H AGO
CVPR 2026 submissions grew 23.7% to a record 16,092 papers with 4,071 accepted
#932
796.4k
NVIDIA Model Added1H AGO
Perplexity integrates NVIDIA's open-source Nemotron 3 Ultra model to power long-running agentic workflows on its Pro and Max tiers
#120
38635.3k
KV Cache Bug2H AGO
ML researcher @kalomaze says a KV cache bug caused transformer inference routing errors that exposed model outputs to other users
#839
23117.2k
Vortex Inference Win1H AGO
InfiniAI Lab releases Vortex, an agent-designed sparse attention framework that accelerates LLM inference throughput by up to 4.7x
#534
132.3k
Reve 2.0 Debuts2H AGO
Reve 2.0 debuts at #2 in LMSYS Image Arena as three new models enter the top 10
#471
1355.1k

Recent Stars

…elationship-substrate1H AGO
Ingests relationship evidence from emails, calendars and spreadsheets into Postgres/pgvector while preserving provenance and surfacing identity candidates for review.
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shuding/cobe2H AGO
Renders lightweight interactive WebGL globes on canvas with DOM element markers and zero dependencies.
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Implements variance-normalized KV-cache quantization as a native vLLM attention backend.
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Provides the source and examples for a project-based introductory book on Zig.
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Github Stars

(7 days)

…tinual-learning-bench20H AGO
Benchmarks AI agents on learning from repeated interactions across multi-episode tasks with adaptation metrics.
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trycua/cua20H AGO
Supplies sandboxes, SDKs, and benchmarks for AI agents to control full desktops on macOS, Linux, and Windows.
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UNKNOWN.
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Yesterday's Top Stories, Jun 4, 2026.

Posts: 5,843|Clusters: 1,260|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

SS#1967|@STEVESI

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SB#27|@SLEEPINYOURHAT

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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

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CB#1004|@CODE_STAR

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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

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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

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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

RP#1031|@ROHANPAUL_AI

JA#832|@APPLES_JIMMY

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BP#358|@BORISMPOWER

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

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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

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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

DE#1934|@DANIEL_271828

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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

WC#1695|@INFWINSTON

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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

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RK#637|@RUSSELLJKAPLAN

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

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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

PO#1860|@PATRICK_OSHAG

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PL#611|@PALMERLUCKEY

130

Anthropic calls on AI labs to establish options for a temporary pause on frontier model developmentThe announcement coincided with Anthropic filing for an IPO.

13h|84.1k1.1k115

MB#1802|@MATTHEWBERMAN

AM#1489|@ANDREWMAYNE

NC#1315|@CHOWDHURYNEIL

MT#979|@MICHAELTRAZZI

B(#850|@BEFFJEZOS

EP#149|@ETHANJPEREZ

MB#20|@MILES_BRUNDAGE

140

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

𝚟⟢#1735|@VIEMCCOY

JW#1469|@JIAXINWEN22

KA#488|@YACINEMTB

150

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

CH#1448|@KIMMONISMUS

LG#602|@LOGANGRAHAM

AC#518|@ANDREWCURRAN_

D🎇#458|@DAVIDAD

DW#390|@DEANWBALL

DK#200|@DAVIDSKRUEGER

GM#157|@GARYMARCUS

NL#64|@NATOLAMBERT

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

SS#1500|@_SAM_SINHA_

GO#1288|@GOWTHAMI_S

RS#323|@SCOBLEIZER

SG#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

UT#1430|@UTKUEVCI

AJ#626|@ARMANDJOULIN

👩‍💻P#270|@DYNAMICWEBPAIGE

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CM#16|@CHRMANNING

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

MT#1497|@MATTTURCK

AM#1489|@ANDREWMAYNE

DR#870|@DANINTHEORY

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SB#50|@SEBASTIENBUBECK

NB#30|@POLYNOAMIAL

190

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

LR#1184|@LENNYSAN

200

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

BH#1918|@BENHYLAK

HH#1316|@HAMELHUSAIN

RA#333|@RAPHA_GL

👩‍💻P#270|@DYNAMICWEBPAIGE

210

US officials and Sam Altman discuss voluntary government equity stakes in AI labs to fund a citizen dividendPresident Donald Trump personally participated in the talks.

7h|342.9k924285

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SH#1490|@HAMANDCHEESE

B(#850|@BEFFJEZOS

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MB#20|@MILES_BRUNDAGE

220

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

N🔎#1900|@NATHANPMYOUNG

HB#1468|@HAYDNBELFIELD

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SK#505|@SEBKRIER

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DD#53|@DAVIDDUVENAUD

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

AN#1383|@ARAN_NAYEBI

RO#1214|@KRISHNANROHIT

RW#1130|@ROBERTWIBLIN

DC#769|@DAVIDCHALMERS42

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

AI#1773|@ALEXOLEGIMAS

AM#1693|@ANDYMASLEY

AK#1584|@DR_ATOOSA

DP#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

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

FR#1209|@FRASER

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

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DK#849|@DKAUSHIK96

DW#390|@DEANWBALL

MB#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

EM#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

LI#753|@LISHALI88

EC#690|@ITS_ERICCHU

SD#82|@SEDIELEM

NB#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

ZE#1471|@ZEPHYR_Z9

LA#975|@SCALING01

AC#518|@ANDREWCURRAN_

C🤗#67|@CLEMENTDELANGUE

NL#64|@NATOLAMBERT