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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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SB#27|@SLEEPINYOURHAT

MB#20|@MILES_BRUNDAGE

#1 VIEWED

OpenAI's Vaibhav Srivastav apologizes after a billing system glitch accidentally suspended customer accounts

V(#1853|@REACH_VB

#1 LIKED

2.2k

Google DeepMind releases Gemma 4 QAT, but Unsloth developer Daniel Han warns naive llama.cpp conversions suffer accuracy loss

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DH#773|@DANIELHANCHEN

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#1 BOOKMARKED

1.2k

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

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Top Stories

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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.

1h|132.1k#1LIKED2.2k834

UT#1430|@UTKUEVCI

DH#773|@DANIELHANCHEN

OS#486|@OSANSEVIERO

👩‍💻P#270|@DYNAMICWEBPAIGE

20

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.

3h|30k474101

DD#1728|@DIMADAMEN

AB#1577|@ABURSUC

KD#932|@CSPROFKGD

30

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.

2h|10.4k10120

YW#1595|@YUEWANG314

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Watchlist

Video Signals

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TC#116|@TACOCOHEN

Geoffrey Hinton Says AI Is Already Conscious And Not Just Biological

1d ago|Views 129KLikes 689Bookmarks 413

RS#323|@SCOBLEIZER

DR#56|@ROYDANROY

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

6h ago|Views 96KLikes 763Bookmarks 770

RS#323|@SCOBLEIZER

Brett Goldstein Launches Micro AI Agent With Superior Memory

1d ago|Views 702KLikes 548Bookmarks 237

KM#424|@KORYMATH

ElevenLabs Unveils Flows Agent To Auto-Build Creative AI Workflows

1d ago|Views 234KLikes 481Bookmarks 291

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Pliny Releases Enthea, Math-Driven Psychedelic Music Visualizer

2h ago|Views 13KLikes 275Bookmarks 158

CP#737|@CHRIS_J_PAXTON

T(#421|@TEORTAXESTEX

EJ#36|@ERICJANG11

Humanoid Robot Picks Up Object and Climbs Desk in Lab Demo

8h ago|Views 42KLikes 341Bookmarks 134

ChatGPT Adds Direct Email Sending From Writing Blocks On Web

1h ago|Views 41KLikes 875Bookmarks 139

RH#364|@REIDHOFFMAN

SN#211|@SATYANADELLA

Reid Hoffman Joins Satya Nadella To Discuss AI And Curing Cancer

4h ago|Views 26KLikes 174Bookmarks 65

CD#967|@CHRISDONAHUEY

AR#650|@ADA_ROB

Google Magenta Launches Magenta RealTime 2 Local Music AI Model

1d ago|Views 26KLikes 232Bookmarks 194

CH#1448|@KIMMONISMUS

Claude Mythos Generates Fully Functional macOS Clone From One Prompt

7h ago|Views 87KLikes 827Bookmarks 184

40

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.

4h|146k1.2k#1BOOKMARKED1.2k

RS#323|@SCOBLEIZER

DR#56|@ROYDANROY

50

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

2h|#1VIEWS175.1k1.8k142#1COMMENTS408

V(#1853|@REACH_VB

New github stars (48hrs)

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

ethanhe42/nanoRL10817h

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-bench12717h

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/cua17.6k17h

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/rlmy917h

60

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.

4h|128.6k1.7k251

GT#266|@GARRYTAN

71

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

1h|14.7k5314

JW#1469|@JIAXINWEN22

AA#669|@ARYAMAN2020

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8NEW

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.

8m|119.6k842224

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92

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

6h|57.6k465146

CP#737|@CHRIS_J_PAXTON

T(#421|@TEORTAXESTEX

100

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.

10h|9k6115

TC#1053|@TUHINCHAKR

PM#710|@PMINERVINI

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112

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

2h|17.2k16319

BA#1291|@BAYESLORD

LA#975|@SCALING01

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121

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.

6h|83.7k16631

RS#323|@SCOBLEIZER

131

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.

4h|20.9k161146

NI#305|@NILOOFAR_MIRE

SH#14|@SARAHOOKR

140

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.

2h|16.5k299164

RISING LIKES299

PT#640|@ELDER_PLINIUS

RS#323|@SCOBLEIZER

152

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.

9m|96k72449

MT#506|@MNTRUELL

EM#74|@ELONMUSK

161

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

3h|33.8k24671

RH#364|@REIDHOFFMAN

SN#211|@SATYANADELLA

171

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.

8h|51.6k12333

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T(#421|@TEORTAXESTEX

180

Prime Intellect's Florian Brand argues AI benchmarks are systemically flawed as models cheat on evaluation testsGoogle's gemini-3.1-pro-preview topped the associated evaluation leaderboard.

4h|5.7k10038

HH#1316|@HAMELHUSAIN

FB#1117|@XEOPHON

194

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

51m|11.9k13134

FASTEST CLIMBING+4

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201

Active gaze and sparse attention extensions for AME2 cut humanoid robot training costs to 20%The methods improve navigation across diverse and difficult terrains.

3h|13.2k7016

CP#737|@CHRIS_J_PAXTON

KA#488|@YACINEMTB

Rising Stories

Math Proof Boost6H AGO
Google DeepMind releases LEAP, using the Lean theorem prover to boost LLM math success rates to 70%
#721
435144.4k
Wafer-Scale Cooling7H AGO
Analysts outline engineering requirements for Huawei's projected 30KW wafer-scale processor
#421
103.6k
Radio Show Demo3H AGO
Google DeepMind's Philipp Schmid demonstrates a Google AI Studio workflow generating complete multi-voice radio shows from a single prompt
#927
394.7k
Robotics Bottleneck4H AGO
Agility Robotics AI lead Chris Paxton argues robotics scaling is constrained by underlying intelligence, not hardware or operational limits
#488
406.6k
Grok Scale Plans1H AGO
Peter Wildeford says SpaceX's investment prospectus plans to scale Grok to trillions of parameters but omits frontier AI safety protocols
#20
443.3k

Recent Stars

huawei-csl/KVarN7H AGO
Implements variance-normalized KV-cache quantization as a native vLLM attention backend.
38
247 stars
pedropark99/zig-book15H AGO
Provides the source and examples for a project-based introductory book on Zig.
1095
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seanmor5/honeycomb16H AGO
Performs fast LLM inference in Elixir using Bumblebee and EXLA.
862
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Implements minimal single-file SFT, DPO, GRPO, and PPO for language model fine-tuning on toy arithmetic tasks.
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…tinual-learning-bench17H AGO
Benchmarks AI agents on learning from repeated interactions across multi-episode tasks with adaptation metrics.
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Github Stars

(7 days)

ethanhe42/nanoRL17H 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-bench17H AGO
Benchmarks AI agents on learning from repeated interactions across multi-episode tasks with adaptation metrics.
862
846
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trycua/cua17H AGO
Supplies sandboxes, SDKs, and benchmarks for AI agents to control full desktops on macOS, Linux, and Windows.
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diego-lima/rlmy17H AGO
UNKNOWN.
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Implements parameterized local linear attention mechanisms for efficient language modeling.
260
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Yesterday's Top Stories, Jun 4, 2026.

Posts: 5,843|Clusters: 1,252|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

MB#1802|@MATTHEWBERMAN

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AM#1693|@ANDYMASLEY

PM#1634|@PACKYM

JB#1570|@JOEL_BKR

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CH#1448|@KIMMONISMUS

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PW#1345|@PETERWILDEFORD

PR#1330|@8TEAPI

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HB#1012|@HERBIEBRADLEY

LA#975|@SCALING01

AK#965|@AMINKARBASI

DA#924|@GROWING_DANIEL

JA#832|@APPLES_JIMMY

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PT#640|@ELDER_PLINIUS

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DK#586|@DKOKOTAJLO

AC#518|@ANDREWCURRAN_

J⧉#511|@REPLIGATE

AA#440|@ALEXALBERT__

YJ#423|@YUCHENJ_UW

T(#421|@TEORTAXESTEX

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KA#206|@KARINANGUYEN

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EM#169|@EMOSTAQUE

GM#157|@GARYMARCUS

SD#91|@_SHOLTODOUGLAS

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

ST#1592|@STOCHASTICCHASM

JA#1546|@JULIUSADML

CH#1448|@KIMMONISMUS

WH#1409|@NREHIEW_

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AV#1245|@ALTRYNE

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FB#1117|@XEOPHON

EZ#1095|@EKZHANG1

CB#1004|@CODE_STAR

C🎉#848|@CHARLES_IRL

DH#773|@DANIELHANCHEN

RN#738|@ROBERTNISHIHARA

EB#701|@BERNHARDSSON

VW#696|@VINCENTWEISSER

ME#674|@MERVENOYANN

RS#617|@ZIV_RAVID

YS#608|@YING11231

WK#584|@WILLKNIGHT

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KA#488|@YACINEMTB

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C🤗#67|@CLEMENTDELANGUE

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AK#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

BH#1918|@BENHYLAK

ET#1859|@TORCHCOMPILED

MB#1802|@MATTHEWBERMAN

JB#1570|@JOEL_BKR

PS#1385|@RECURSEPARADOX

JS#1268|@JSUAREZ

AV#1245|@ALTRYNE

VI#1193|@VIKHYATK

LR#1184|@LENNYSAN

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AL#1098|@ALTH0U

B(#850|@BEFFJEZOS

AC#518|@ANDREWCURRAN_

AJ#456|@ANDY_L_JONES

KI#368|@KIPPERRII

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NB#242|@NATHANBENAICH

AK#228|@BLACKHC

KA#206|@KARINANGUYEN

SD#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

CH#1448|@KIMMONISMUS

JE#1024|@JESSEENGEL

CD#967|@CHRISDONAHUEY

AR#650|@ADA_ROB

OS#486|@OSANSEVIERO

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

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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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ND#1871|@NICKADOBOS

MB#1802|@MATTHEWBERMAN

KR#1055|@KYLIEBYTES

LA#975|@SCALING01

AC#518|@ANDREWCURRAN_

T(#421|@TEORTAXESTEX

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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

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ND#1871|@NICKADOBOS

MB#1802|@MATTHEWBERMAN

JW#1538|@WOLFEJOSH

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

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

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

XL#1671|@XLR8HARDER

SH#1490|@HAMANDCHEESE

B(#850|@BEFFJEZOS

AC#518|@ANDREWCURRAN_

MB#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

N🔎#1900|@NATHANPMYOUNG

HB#1468|@HAYDNBELFIELD

PR#1330|@8TEAPI

RO#1214|@KRISHNANROHIT

SK#505|@SEBKRIER

T(#421|@TEORTAXESTEX

DW#390|@DEANWBALL

DD#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

LR#1184|@LENNYSAN

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