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Google releases Gemma 4 12B, an encoder-free multimodal model under Apache 2.0 that beats the larger Gemma 3 27B

PT#250|@ELDER_PLINIUS

SP#10|@SUNDARPICHAI

DH#4|@DEMISHASSABIS

#1 VIEWED

NVIDIA releases Nemotron 3 Ultra, a 550B parameter open-weight hybrid Mamba2-Transformer MoE model for agentic workloads

GN#100|@GNEUBIG

C🤗#67|@CLEMENTDELANGUE

NL#64|@NATOLAMBERT

AK#29|@_AKHALIQ

RISING LIKES

81

Gautam Kamath and co-authors win the 2026 Gödel Prize for their 2016 paper on high-dimensional robust estimators

CS#406|@CSABASZEPESVARI

GK#210|@THEGAUTAMKAMATH

HL#34|@HUGO_LAROCHELLE

Top Stories

Posts:—|Clusters:—|Next Crawl:—

10

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.

3h|#1VIEWS276.4k#1LIKED3.7k#1BOOKMARKED907#1COMMENTS360

CH#1448|@KIMMONISMUS

WH#1409|@NREHIEW_

AV#1245|@ALTRYNE

FB#1117|@XEOPHON

VW#696|@VINCENTWEISSER

ME#674|@MERVENOYANN

RS#617|@ZIV_RAVID

YS#608|@YING11231

YO#528|@Y0B1BYTE

KA#488|@YACINEMTB

EL#483|@OMARSAR0

P(#469|@RAJAMMANABROLU

GN#100|@GNEUBIG

C🤗#67|@CLEMENTDELANGUE

NL#64|@NATOLAMBERT

AK#29|@_AKHALIQ

20

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.

2h|183.1k1.3k444

PO#1860|@PATRICK_OSHAG

FB#1117|@XEOPHON

VW#696|@VINCENTWEISSER

31

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.

57m|21.7k22123

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GM#157|@GARYMARCUS

LB#55|@GIFFMANA

Watchlist

Video Signals

RS#617|@ZIV_RAVID

GM#157|@GARYMARCUS

Viral Video Mocks Fragile AI Agent Workflows With Rube Goldberg Machine

1d ago|Views 2MLikes 23KBookmarks 4.5K

CH#1448|@KIMMONISMUS

WH#1409|@NREHIEW_

VW#696|@VINCENTWEISSER

KA#488|@YACINEMTB

EL#483|@OMARSAR0

NVIDIA Ships Nemotron 3 Ultra 550B MoE Open Model for Agents

3h ago|Views 124KLikes 1.3KBookmarks 342

EM#74|@ELONMUSK

SpaceX Shares IPO Roadshow Presentation Highlighting Starship And AI Ventures

1h ago|Views 2MLikes 11KBookmarks 2K

CH#1448|@KIMMONISMUS

EL#483|@OMARSAR0

RS#323|@SCOBLEIZER

Engramme Unveils Large Memory Models to Solve AI's Persistent Memory Problem

Apr 28|Views 1.1MLikes 1.5KBookmarks 1.8K

CM#16|@CHRMANNING

Gemma 4 12B Runs Locally on 8GB RAM via Unsloth Dynamic GGUFs

6h ago|Views 73KLikes 911Bookmarks 596

T🪽#255|@TEKNIUM

Nous Research Joins Nvidia Nemotron Coalition To Advance Open Models

1h ago|Views 50KLikes 842Bookmarks 120

AJ#1351|@ALEXJC

Interactive Visualization Demonstrates Principal Component Analysis Optimization

7h ago|Views 153KLikes 1.2KBookmarks 732

MN#1174|@MENHGUIN

Sichuan Dancer Earns AGT Pass With Eight Unitree Humanoid Robots

1d ago|Views 79KLikes 641Bookmarks 171

JA#1546|@JULIUSADML

RP#1031|@ROHANPAUL_AI

Guide Labs Launches Clarity, First Inherently Interpretable AI Platform

1h ago|Views 52KLikes 91Bookmarks 55

AS#120|@ARAVSRINIVAS

Perplexity Computer Connects Businesses To 400+ Tools For Automation

23h ago|Views 42KLikes 404Bookmarks 83

41

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

1h|9.6k11713

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50

Nvidia-backed robotics startup Generalist AI raises $400 million at a $2 billion valuation to develop physical AI systemsThe startup released its GEN-1 physical-task model in April.

3h|69.1k512122

FR#1209|@FRASER

AC#93|@ACHOWDHERY

New github stars (48hrs)

Omnimodal world models unifying reasoning and multimodal generation for physical AI

NVIDIA/cosmos8.7k1d

Hosts omnimodal Mixture-of-Transformers models for joint text, vision, audio, and action generation and reasoning in Physical AI.

Reinforcement learning system for in-hand cube reorientation on the WUJI Hand with full sim-to-real deployment

wuji-technology/wuji-mjlab1141d

Trains PPO policies for full-SO(3) in-hand cube reorientation on WUJI Hand1.0 in mjlab with GPU-batched MuJoCo physics and supplies a sim-to-real deployment bridge.

60

AI2's Nathan Lambert says Nvidia's multi-teacher on-policy distillation for Nemotron 3 Ultra is the post-training industry standardThe pipeline uses over 10 specialized teacher models.

2h|24.1k323224

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70

xAI co-founder Guodong Zhang clarifies that Grok Imagine was driven by imhaotian, disputing claims that Ethan He led the projectOther contributors endorsed prioritizing technical execution over post-hoc narratives

8h|38.7k29342

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80

Hugging Face co-founder Julien Chaumond releases SynthTraces, a minimal codebase for generating synthetic coding agent session tracesThe tool uses llama.cpp to simulate human-agent interactions.

3h|15.5k16592

SI#819|@SUZATWEET

JC#253|@JULIEN_C

C🤗#67|@CLEMENTDELANGUE

90

Andreessen Horowitz launches global expansion initiatives, appointing former US official Anne Neuberger as Head of Global AffairsThe effort targets defense, AI, and cybersecurity tech partnerships.

1h|69.6k279172

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100

Helen Toner appointed permanent Executive Director of Georgetown's Center for Security and Emerging TechnologyToner, a CSET co-founder, previously served as interim director.

2h|13.9k1484

CP#1062|@CHRISPAINTERYUP

RI#223|@RISHIBOMMASANI

NL#64|@NATOLAMBERT

112

Chai Discovery partners with Pfizer to deploy its Chai-3 AI model for drug discovery and antibody designThe deployment targets protein structure modeling and molecular research.

1h|21.4k23366

JM#1885|@JOSHIM5

SG#221|@SARANORMOUS

121

NVIDIA reduces SOCAMM capacity for its upcoming Rubin architecture to address memory shortagesSemiAnalysis first reported the hardware design change.

3h|71.5k21163

PR#1330|@8TEAPI

DP#166|@DYLAN522P

131

Guide Labs launches Clarity, an interpretability platform that lets users inspect and steer the specific concepts driving model outputsUsers adjust specific concept weights directly instead of rewriting prompts.

46m|53.5k10057

JA#1546|@JULIUSADML

RP#1031|@ROHANPAUL_AI

141

Gautam Kamath and co-authors win the 2026 Gödel Prize for their 2016 paper on high-dimensional robust estimatorsThe award is theoretical computer science's highest honor

2h|5.9k8111

RISING LIKES81

CS#406|@CSABASZEPESVARI

GK#210|@THEGAUTAMKAMATH

HL#34|@HUGO_LAROCHELLE

151

ICRA 2026 awards Best Robot Learning Paper to research showing camera conditioning enables view-invariant robotic policy learningThe work reinforces the necessity of 3D geometric understanding.

4h|9.7k7838

KD#932|@CSPROFKGD

CP#737|@CHRIS_J_PAXTON

160

NVIDIA's Nemotron 3 Ultra report details pre-training a 550B model in NVFP4 precision over 20 trillion tokensFP4 training achieved a 0.4% loss gap compared to BF16.

1h|15k18826

WH#1409|@NREHIEW_

LA#975|@SCALING01

170

Apollo Research CEO Marius Hobbhahn predicts AGI labs will acquire companies, lay off 95% of staff, and replace them with AIDavid Manheim proposed an even-odds wager on the prediction.

5h|6.4k7618

MH#1200|@MARIUSHOBBHAHN

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182

Researcher Urges PhD Students To Demand Advisors Experienced With Agentic IDEs

41m|4.8k8646

JB#268|@JON_BARRON

AG#246|@ANIMESH_GARG

19NEW

MuJoCo Simulation Trains AI Policy to Balance 5-Link Pendulum

46m|9.8k10111

JS#1268|@JSUAREZ

KA#488|@YACINEMTB

20NEW

New Approach Scales Multi-Epoch Pretraining To Hundreds Of Epochs

30m|2.2k4424

GT#266|@GARRYTAN

AG#148|@ANDREWGWILS

Rising Stories

Semantics Showdown2H AGO
Marcus and Perez Spar Over Trustworthy Systems
#157
2246
Pirate SVD Prompt2H AGO
Charles Frye Tests LLMs With Harvard Pirate SVD Eval
#848
343.1k
Weekly Model Roundup3H AGO
Alex Volkov Rounds Up Microsoft MAI-7 and New Image Models
#1245
11996
Neurosymbolic Winners4H AGO
Marcus Predicts Neurosymbolic Systems Will Dominate
#157
81.5k

Github Stars

(7 days)

NVIDIA/cosmos1D AGO
Hosts omnimodal Mixture-of-Transformers models for joint text, vision, audio, and action generation and reasoning in Physical AI.
489
1452
260
8.7k stars
…technology/wuji-mjlab1D AGO
Trains PPO policies for full-SO(3) in-hand cube reorientation on WUJI Hand1.0 in mjlab with GPU-batched MuJoCo physics and supplies a sim-to-real deployment bridge.
1523
772
114 stars
…le-gemma/gemma-skills3D AGO
Supplies skills for Gemma model and agent interactions including a dev skill for app building.
927
486
267 stars
Yifei-Zuo/Parallax4D AGO
Implements parameterized local linear attention mechanisms for efficient language modeling.
260
235
46 stars

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Yesterday's Top Stories, Jun 3, 2026.

Posts: 5,151|Clusters: 1,192|Stories frozen at midnight PT

10

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.

14h|4M33.1k#1BOOKMARKED11.5k

TM#1913|@ISCIENCELUVR

🎭#1807|@DEEPFATES

WH#1486|@NREHIEW_

DH#995|@DANIELHANCHEN

RP#852|@ROHANPAUL_AI

OS#800|@OSANSEVIERO

KA#635|@YACINEMTB

TA#472|@VICTORTAELIN

LB#451|@GIFFMANA

AJ#449|@ARMANDJOULIN

👩‍💻P#428|@DYNAMICWEBPAIGE

PT#250|@ELDER_PLINIUS

SP#10|@SUNDARPICHAI

DH#4|@DEMISHASSABIS

20

Ideogram founder Mohammad Norouzi releases Ideogram 4.0, an open-weight text-to-image model supporting local inference and custom fine-tuningThe model is available immediately across all subscription tiers.

1d|1.5M7.6k5.7k

AC#1823|@ANDREW_N_CARR

SR#1376|@CLONEOFSIMO

LI#698|@LISHALI88

JM#578|@VENTURETWINS

MA#169|@MARTIN_CASADO

RS#156|@SCOBLEIZER

AK#123|@_AKHALIQ

EM#29|@EMOSTAQUE

30

xAI releases Grok Imagine 1.5 Preview on its API and starts rolling it out to standard chatbot subscribersElon Musk showcased the update with an AI-generated Trojan War trailer.

13h|#1VIEWS44.5M#1LIKED81.8k9.5k

AC#406|@ANDREWCURRAN_

B(#243|@BEFFJEZOS

SJ#220|@FUTUREJURVETSON

@L#82|@LEVELSIO

40

Town exits beta and raises $55 million Series A led by a16z for its administrative AI assistantThe assistant requires explicit user approval before executing workflows

16h|869.2k1.9k1.1k

SW#1134|@SARAHDINGWANG

JM#578|@VENTURETWINS

MB#541|@MATTHEWBERMAN

ET#236|@ERIKTORENBERG

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SG#92|@SARANORMOUS

BE#48|@BHOROWITZ

50

OpenAI releases a promotional video teasing its Codex model but provides no technical details or release plansThe "It's time to fly" clip sparked online speculation

11h|1.7M11.2k1.9k

JA#1487|@JXNLCO

SW#1148|@SHERWINWU

60

Lassie raises $47 million led by a16z to automate administrative paperwork for dental and medical practicesThe software currently saves 700 practices 30 hours monthly.

16h|1.5M4.8k4.4k

OM#688|@OMOORETWEETS

AK#279|@ALEXRKONRAD

RS#156|@SCOBLEIZER

@L#82|@LEVELSIO

70

OpenAI proposes a federal frontier AI safety framework that mandates model evaluations but preempts state-level safety lawsThe proposed regulator would lack power to block model deployments.

13h|310.8k1.9k375

BB#641|@BOAZBARAKTCS

AC#406|@ANDREWCURRAN_

80

Miso releases Miso One, an 8B open-weights text-to-speech model with 110ms latency and one-shot voice cloningThe open weights on GitHub allow for local self-hosting.

14h|1.4M5.9k6.8k

JL#402|@BYJOHNNYLEE

RS#156|@SCOBLEIZER

90

Ted Chiang argues text outputs drive AI consciousness claims, while structurally similar models like AlphaFold and Sora are ignoredCommenters blame marketing hype for the public's anthropomorphization of software.

9h|232.1k3.2k585

KA#635|@YACINEMTB

J⧉#225|@REPLIGATE

NS#185|@NOAHPINION

100

Reve launches Reve 2.0, a 4K image generator using layout-based code control that ranks second on Text-to-Image ArenaThe model ranks just behind OpenAI's gpt-image-2

11h|7.9M3.2k2.6k

KK#1477|@KEVINAKWOK

RS#156|@SCOBLEIZER

110

Harvey and Fireworks AI hybrid agent routing outperforms Claude Opus 4.7 on legal benchmarks at 61% lower costThe hybrid setup beat GPT-5.5, which scored 11% at $560.

13h|399.6k1.4k1.1k

C🎉#1058|@CHARLES_IRL

TW#89|@THOM_WOLF

C🤗#41|@CLEMENTDELANGUE

120

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

14h|84.7k827234

CP#1889|@CHRISGPOTTS

CP#820|@CHRIS_J_PAXTON

MB#70|@MILES_BRUNDAGE

130

Pro-AI super PAC backed by Greg Brockman and Marc Andreessen ran fake anti-AI sockpuppet accounts on X, investigation findsThe sockpuppets promoted an affiliate called Build American AI.

15h|167.6k1.2k161

DF#669|@DANIELLEFONG

140

Sasha Rush explains targeted on-policy self-distillation, a reinforcement learning technique that corrects specific LLM rollout errorsThe method bypasses noisy end-of-trajectory final rewards.

4h|143.8k1.8k1.6k

WH#1486|@NREHIEW_

SR#940|@SRUSH_NLP

NL#876|@NATOLAMBERT

DP#106|@DWARKESH_SP

150

Cloudflare's Matthew Prince claims agentic bot traffic has surpassed human traffic, sparking debate over HTML-specific metricsOverall HTTP requests remain 69.6% human, according to Radar data.

9h|169.4k1.1k125

AL#695|@ALFRED_LIN

MP#455|@EASTDAKOTA

👩‍💻P#428|@DYNAMICWEBPAIGE

BS#274|@BILAWALSIDHU

EB#64|@ERIKBRYN

160

Ashok Elluswamy, Tesla's VP of AI Software, announces the launch of unsupervised Robotaxi service in Austin, TexasVehicles operate without human oversight inside the geofenced territory.

14h|2.1M14.5k396

AE#573|@AELLUSWAMY

RS#156|@SCOBLEIZER

170

Microsoft AI announces MAI-Thinking-1 and MAI-Code-1-Flash, claiming they outperform Claude on coding and reasoning benchmarksMAI-Code-1-Flash will integrate exclusively inside GitHub Copilot.

1d|28.1k24646

SA#1035|@PRFSANJEEVARORA

SR#940|@SRUSH_NLP

RP#852|@ROHANPAUL_AI

DR#422|@DELIPRAO

ND#130|@NANDODF

180

Gopuff launches Go, an AI shopping assistant powered by xAI's Grok Voice, Imagine, and Reasoning APIsxAI's Eric Jiang says Go handles automated ordering.

15h|11.1M21.1k2k

RS#156|@SCOBLEIZER

190

OpenAI resets Codex API usage limits across paid plans after three outages in 24 hoursExcessive request volumes triggered the platform's rate-limiting system

1d|548.4k9.1k389

JA#1487|@JXNLCO

MB#541|@MATTHEWBERMAN

TI#117|@THSOTTIAUX

200

Keith Rabois and Aaron Levie cite historic US job openings surge to argue AI is boosting software engineering demandApril job openings surged by 731,000, led by professional services.

18h|381.8k1.9k363

DJ#979|@DAN_JEFFRIES1

GM#177|@GARYMARCUS

210

Applied Compute's Yash Patil argues enterprise transition to self-hosted open-weight models is inevitableDeepSeek is one of Ramp's fastest-growing AI vendors.

16h|163.5k643240

ZE#1476|@ZEPHYR_Z9

FC#803|@ALTIMOR

T(#789|@TEORTAXESTEX

YP#650|@YPATIL125

220

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.

5h|248.4k2.6k862

LA#1524|@SCALING01

AC#406|@ANDREWCURRAN_

230

CVPR 2026 workshop "Bitter Lessons in Computer Vision" to debate scaling laws versus hand-crafted engineeringJon Barron will analyze scaling principles in 3D vision.

1d|76.4k925348

AB#1507|@ABURSUC

GG#1124|@GEORGIAGKIOXARI

240

MechanizeWork seeks to hire a puzzle maker to design evaluation challenges that current LLMs cannot solveNeedle in a Haystack creator Greg Kamradt shared the listing.

13h|148.4k2.9k212

AC#1823|@ANDREW_N_CARR

🎭#1807|@DEEPFATES

GK#459|@GREGKAMRADT

MB#70|@MILES_BRUNDAGE

250

Candy急兒 launches Monako Glass, a wearable Linux computer built into eyeglasses designed to run AI coding agentsThe eyeglasses support mobile vibe-coding in diverse environments.

16h|612.9k4.8k2.9k

RS#156|@SCOBLEIZER

260

Ideogram launches Ideogram 4.0, its first open-weight text-to-image model supporting local inference and fine-tuningThe model is also accessible via the company's API.

14h|172.4k1.3k642

FO#1390|@FOFRAI

MA#169|@MARTIN_CASADO

270

OpenAI's roon jokes that his Waymo self-driving car is conscious, prompting playful debate over machine sentienceCommenters debated if corporate systems are inherently misaligned.

7h|104.1k1.7k70

JL#1959|@ARTIRKEL

AC#406|@ANDREWCURRAN_

280

Cloudflare partners with xAI to integrate Grok LLMs and multimodal video models directly into its AI GatewayUnified billing eliminates the need for separate xAI API keys

9h|5.7M14.7k754

290

Factory launches Factory Router, an automated model routing system designed to cut AI inference costs by 25%The system dynamically routes tasks to smaller, cheaper models.

1d|118.8k59740

RP#852|@ROHANPAUL_AI

SM#701|@SHAUNMMAGUIRE

PG#570|@GRADYPB

300

Bain survey finds corporate AI investments yield disappointing financial returns and fail to deliver measurable business valueSimilar reports from McKinsey and MIT also found weak returns

1d|117.4k58895

CP#820|@CHRIS_J_PAXTON

GM#177|@GARYMARCUS

EM#96|@EMOLLICK

GT#23|@GARRYTAN