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

SD#91|@_SHOLTODOUGLAS

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SB#27|@SLEEPINYOURHAT

MB#20|@MILES_BRUNDAGE

#1 VIEWED

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

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HP#459|@HYHIEU226

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#1 BOOKMARKED

2k

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

RS#323|@SCOBLEIZER

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RISING LIKES

389

Independent AI researcher Pliny the Liberator releases Enthea, a single-file HTML psychedelic visualizer built with Claude

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Top Stories

Posts:—|Clusters:—|Next Crawl:—

10

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.

3h|214.7k3.2k1.3k

CH#1448|@KIMMONISMUS

UT#1430|@UTKUEVCI

DH#773|@DANIELHANCHEN

OS#486|@OSANSEVIERO

👩‍💻P#270|@DYNAMICWEBPAIGE

20

SpaceX to lease 110,000 Nvidia GPUs from Google in a $920 million per month cloud agreementThe contract runs from October 2026 through June 2029.

1h|195.6k1.7k137

AA#1559|@AUSTEN

ZE#1471|@ZEPHYR_Z9

SM#1342|@SHAUNMMAGUIRE

CP#1062|@CHRISPAINTERYUP

NB#242|@NATHANBENAICH

31

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.

5h|#1VIEWS628.8k#1LIKED7.4k565#1COMMENTS1k

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Watchlist

Video Signals

SG#1516|@SHARONGOLDMAN

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AC#518|@ANDREWCURRAN_

TC#116|@TACOCOHEN

Geoffrey Hinton Says AI Is Already Conscious And Not Just Biological

1d ago|Views 141KLikes 732Bookmarks 443

RS#323|@SCOBLEIZER

DR#56|@ROYDANROY

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

7h ago|Views 168KLikes 986Bookmarks 1.1K

EM#74|@ELONMUSK

Elon Musk Says Orbital AI Data Centers Simpler Than Starlink Satellites

20h ago|Views 371KLikes 1.9KBookmarks 227

PT#640|@ELDER_PLINIUS

RS#323|@SCOBLEIZER

Pliny Releases Enthea, Math-Driven Psychedelic Music Visualizer

4h ago|Views 17KLikes 372Bookmarks 209

RS#323|@SCOBLEIZER

Brett Goldstein Launches Micro AI Agent With Superior Memory

1d ago|Views 709KLikes 555Bookmarks 241

KM#424|@KORYMATH

ElevenLabs Unveils Flows Agent To Auto-Build Creative AI Workflows

1d ago|Views 235KLikes 493Bookmarks 297

CP#737|@CHRIS_J_PAXTON

T(#421|@TEORTAXESTEX

EJ#36|@ERICJANG11

Humanoid Robot Picks Up Object and Climbs Desk in Lab Demo

9h ago|Views 51KLikes 366Bookmarks 143

ChatGPT Adds Direct Email Sending From Writing Blocks On Web

2h ago|Views 85KLikes 1.4KBookmarks 234

PS#1602|@SKIRANO

MagicPath Launches Official Plugin For OpenAI Codex

2h ago|Views 29KLikes 375Bookmarks 262

DS#1427|@DANSHIPPER

Dan Shipper Demos Codex AI for Achieving Inbox Zero Daily

3h ago|Views 31KLikes 216Bookmarks 377

41

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

3h|23.5k10346

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50

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.

1h|304.8k1.9k532

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DW#390|@DEANWBALL

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New github stars (48hrs)

Single-file minimal implementations of SFT DPO GRPO and PPO for language model post-training

ethanhe42/nanoRL10819h

Implements minimal single-file SFT, DPO, GRPO, and PPO for language model fine-tuning on toy arithmetic tasks.

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

pgasawa/continual-learning-bench12719h

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/cua17.6k19h

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/rlmy919h

60

Chuhan Zhang wins CVPR 2026 Best Paper for D4RT, a unified 4D reconstruction model that speeds up pose estimation 100xIt consolidates tracking, depth estimation, and pose prediction tasks.

4h|36.7k551122

DD#1728|@DIMADAMEN

AB#1577|@ABURSUC

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70

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.

6h|262.8k1.8k#1BOOKMARKED2k

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80

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.

3h|15.2k14634

YW#1595|@YUEWANG314

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JF#31|@DRJIMFAN

90

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

57m|39.2k44452

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100

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.

1h|356.9k1.9k168

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110

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

3h|218.6k2.1k167

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120

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.

6h|150.5k1.9k278

GT#266|@GARRYTAN

130

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

8h|72.3k521164

CP#737|@CHRIS_J_PAXTON

T(#421|@TEORTAXESTEX

140

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

2h|49.7k601191

RL#1463|@ROBERTTLANGE

HA#18|@HARDMARU

151

NeurIPS 2026 desk-rejects hundreds of position papers flagged by AI detectors, prompting backlash over false positivesEdinburgh's Pasquale Minervini says em-dashes can trigger false positives.

11h|10.8k6819

TC#1053|@TUHINCHAKR

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161

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

4h|21.2k18024

BA#1291|@BAYESLORD

LA#975|@SCALING01

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170

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.

4h|20.4k389208

RISING LIKES389

PT#640|@ELDER_PLINIUS

RS#323|@SCOBLEIZER

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.

6h|24.4k188170

NI#305|@NILOOFAR_MIRE

SH#14|@SARAHOOKR

190

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.

8h|94.7k17932

RS#323|@SCOBLEIZER

200

LinkedIn co-founder Reid Hoffman teases Manas, a new 'founder mode' venture aiming to cure cancerNo specific technical details or timelines have been disclosed.

5h|39.9k28786

RH#364|@REIDHOFFMAN

SN#211|@SATYANADELLA

Rising Stories

Record Paper Surge4H AGO
CVPR 2026 submissions grew 23.7% to a record 16,092 papers with 4,071 accepted
#932
775.8k
No Anthropomorphism5H AGO
Gary Marcus and Steven Sinofsky argue that anthropomorphizing LLMs is a design mistake since systems lack biological stakes
#157
858.8k
OpenAI Pretraining Hire2H AGO
Nikolay Savinov joins OpenAI's London office as its pretraining unit seeks new researchers to expand
#240
23030.4k
Cheaper Storage1H AGO
Hugging Face founders claim Hub storage at $8 to $12 per terabyte is cheaper than AWS S3
#67
252.9k
KV Cache Bug1H AGO
ML researcher @kalomaze says a KV cache bug caused transformer inference routing errors that exposed model outputs to other users
#839
663.6k

Recent Stars

…elationship-substrate18M AGO
1133
2 stars
shuding/cobe1H AGO
Renders lightweight interactive WebGL globes on canvas with DOM element markers and zero dependencies.
203
5.4k stars
huawei-csl/KVarN8H AGO
Implements variance-normalized KV-cache quantization as a native vLLM attention backend.
38
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pedropark99/zig-book17H AGO
Provides the source and examples for a project-based introductory book on Zig.
1095
2.6k stars
seanmor5/honeycomb18H AGO
Performs fast LLM inference in Elixir using Bumblebee and EXLA.
862
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Github Stars

(7 days)

ethanhe42/nanoRL19H AGO
Implements minimal single-file SFT, DPO, GRPO, and PPO for language model fine-tuning on toy arithmetic tasks.
862
1692
108 stars
…tinual-learning-bench19H AGO
Benchmarks AI agents on learning from repeated interactions across multi-episode tasks with adaptation metrics.
862
846
127 stars
trycua/cua19H AGO
Supplies sandboxes, SDKs, and benchmarks for AI agents to control full desktops on macOS, Linux, and Windows.
862
773
17.6k stars
diego-lima/rlmy19H AGO
UNKNOWN.
862
158
9 stars
Yifei-Zuo/Parallax5D AGO
Implements parameterized local linear attention mechanisms for efficient language modeling.
260
235
46 stars

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Yesterday's Top Stories, Jun 4, 2026.

Posts: 5,843|Clusters: 1,254|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

ET#1859|@TORCHCOMPILED

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JB#1570|@JOEL_BKR

SH#1490|@HAMANDCHEESE

CH#1448|@KIMMONISMUS

EL#1444|@ELI_LIFLAND

PW#1345|@PETERWILDEFORD

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HB#1012|@HERBIEBRADLEY

LA#975|@SCALING01

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DA#924|@GROWING_DANIEL

JA#832|@APPLES_JIMMY

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PT#640|@ELDER_PLINIUS

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AC#518|@ANDREWCURRAN_

J⧉#511|@REPLIGATE

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T(#421|@TEORTAXESTEX

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NL#64|@NATOLAMBERT

JC#33|@JACKCLARKSF

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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YS#608|@YING11231

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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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MB#1802|@MATTHEWBERMAN

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LR#1184|@LENNYSAN

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NB#242|@NATHANBENAICH

AK#228|@BLACKHC

KA#206|@KARINANGUYEN

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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

CH#1448|@KIMMONISMUS

JE#1024|@JESSEENGEL

CD#967|@CHRISDONAHUEY

AR#650|@ADA_ROB

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DE#278|@DOUGLAS_ECK

EM#169|@EMOSTAQUE

NJ#115|@NATASHAJAQUES

KP#112|@SIRBAYES

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

RP#1031|@ROHANPAUL_AI

JA#832|@APPLES_JIMMY

AC#518|@ANDREWCURRAN_

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

BY#338|@BILLYUCHENLIN

EM#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

TH#1676|@TRISTANHARRIS

SH#1490|@HAMANDCHEESE

RH#884|@ROBINHANSON

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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

N🔎#1900|@NATHANPMYOUNG

ND#1871|@NICKADOBOS

MB#1802|@MATTHEWBERMAN

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LA#975|@SCALING01

AC#518|@ANDREWCURRAN_

T(#421|@TEORTAXESTEX

DW#390|@DEANWBALL

MB#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

WC#1695|@INFWINSTON

LA#975|@SCALING01

IS#803|@ISTOICA05

AN#798|@ML_ANGELOPOULOS

BE#585|@BHOROWITZ

AM#522|@ANJNEYMIDHA

SB#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

AG#1965|@ITSANDREWGAO

BH#1918|@BENHYLAK

WA#1878|@WALDEN_YAN

ND#1871|@NICKADOBOS

MB#1802|@MATTHEWBERMAN

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LA#975|@SCALING01

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EL#706|@ELIEBAKOUCH

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

SM#1342|@SHAUNMMAGUIRE

RO#1214|@KRISHNANROHIT

MN#1174|@MENHGUIN

LA#975|@SCALING01

AC#518|@ANDREWCURRAN_

FF#330|@FRANCOISFLEURET

GM#157|@GARYMARCUS

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

PO#1860|@PATRICK_OSHAG

JW#1538|@WOLFEJOSH

FB#1117|@XEOPHON

VW#696|@VINCENTWEISSER

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

LB#55|@GIFFMANA

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

BM#733|@MCKBRANDO

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

7h|342.9k924285

XL#1671|@XLR8HARDER

SH#1490|@HAMANDCHEESE

B(#850|@BEFFJEZOS

AC#518|@ANDREWCURRAN_

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

PR#1330|@8TEAPI

RO#1214|@KRISHNANROHIT

SK#505|@SEBKRIER

T(#421|@TEORTAXESTEX

DW#390|@DEANWBALL

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

SH#1490|@HAMANDCHEESE

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