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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

👩‍💻P#272|@DYNAMICWEBPAIGE

SP#101|@SUNDARPICHAI

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DH#5|@DEMISHASSABIS

#1 VIEWED

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

YJ#423|@YUCHENJ_UW

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RISING LIKES

3.6k

OpenAI launches upgraded ChatGPT memory system using a "dreaming" process to carry context across conversations

JA#832|@APPLES_JIMMY

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FASTEST CLIMBING

Anthropic reports its engineers now ship eight times more code per quarter, prompting debate over how to measure AI productivity

BH#1918|@BENHYLAK

LR#1184|@LENNYSAN

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AJ#456|@ANDY_L_JONES

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Top Stories

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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.

4h|402.7k4.9k1.2k

CH#1448|@KIMMONISMUS

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YS#608|@YING11231

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AK#29|@_AKHALIQ

20

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.

1h|#1VIEWS451.8k#1LIKED5.9k#1BOOKMARKED1.6k#1COMMENTS746

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30

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.

2h|71.6k67856

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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 2.1MLikes 24KBookmarks 4.6K

CH#1448|@KIMMONISMUS

WH#1409|@NREHIEW_

VW#696|@VINCENTWEISSER

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EL#483|@OMARSAR0

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

4h ago|Views 174KLikes 1.5KBookmarks 419

EM#74|@ELONMUSK

SpaceX Shares IPO Roadshow Presentation Highlighting Starship And AI Ventures

2h ago|Views 3.4MLikes 16KBookmarks 2.9K

BY#338|@BILLYUCHENLIN

SpaceX Claims Unique Role Building Space Connectivity And AI Infrastructure

6h ago|Views 630KLikes 8.5KBookmarks 906

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

7h ago|Views 80KLikes 984Bookmarks 662

T🪽#255|@TEKNIUM

Nous Research Joins Nvidia Nemotron Coalition To Advance Open Models

2h ago|Views 219KLikes 1.2KBookmarks 189

JA#1546|@JULIUSADML

RP#1031|@ROHANPAUL_AI

JF#106|@JEFRANKLE

Guide Labs Launches Clarity, First Inherently Interpretable AI Platform

2h ago|Views 114KLikes 134Bookmarks 76

AJ#1351|@ALEXJC

Interactive Visualization Demonstrates Principal Component Analysis Optimization

8h ago|Views 169KLikes 1.4KBookmarks 826

IZ#1296|@IVANHZHAO

Notion AI Adds Grok 4.3 and Grok Build 0.1 Models

1d ago|Views 499KLikes 794Bookmarks 86

40

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.

3h|257.3k1.7k585

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50

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

3h|12.5k13514

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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.

3h|32.3k387288

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70

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%.

1h|210.1k3.6k827

RISING LIKES3.6k

JA#832|@APPLES_JIMMY

AC#518|@ANDREWCURRAN_

80

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.

1h|31.7k31266

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90

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.

4h|90.3k622145

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100

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

9h|49.5k34447

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110

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.

1h|116.9k16282

JA#1546|@JULIUSADML

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120

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.

4h|32.1k193103

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130

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

3h|8.6k11817

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140

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

3h|18.9k1865

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153

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.

48m|13k13617

FASTEST CLIMBING+3

BH#1918|@BENHYLAK

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161

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

3h|14.8k9522

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MB#20|@MILES_BRUNDAGE

171

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.

2h|112.4k331208

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ET#1227|@ERIKTORENBERG

181

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.

3h|33k29996

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SG#221|@SARANORMOUS

192

Jon Barron, Google DeepMind NeRF lead, says PhD students should disregard advisors without 100 hours of agentic IDE experienceHe recommends drafting papers as LaTeX directly inside codebases.

1h|20.6k242129

JB#268|@JON_BARRON

AG#246|@ANIMESH_GARG

200

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

4h|81.6k22878

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Rising Stories

Nemotron Mega Drop2H AGO
NVIDIA Drops 558B Nemotron-3-Ultra Hybrid Model
#67
14210.9k
CV Compute Warning6H AGO
Bill Freeman Warns Academics Can't Match Industry Compute
#1395
57342.5k
MuJoCo Cartpole Win1H AGO
MuJoCo Simulation Trains RL Policy on 5-Link Pendulum
#488
24521.7k
Sockpuppet Scandal1H AGO
Build American AI Admits Paying for Fake Critic Accounts
#1693
1618.2k
$100K MLP Challenge55M AGO
ARC Launches $100K White-Box MLP Estimation Challenge
#974
182k

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: 1,197|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

TD#1648|@TULSEEDOSHI

XL#1612|@XLR8HARDER

UT#1539|@UTKUEVCI

CH#1494|@KIMMONISMUS

WH#1444|@NREHIEW_

OB#1219|@OLIVIERBACHEM

AK#1105|@ASHKAMATH20

TA#1023|@VICTORTAELIN

RP#1014|@ROHANPAUL_AI

PS#939|@_PHILSCHMID

🎭#805|@DEEPFATES

DH#782|@DANIELHANCHEN

ME#696|@MERVENOYANN

YS#643|@YING11231

AJ#618|@ARMANDJOULIN

PT#616|@ELDER_PLINIUS

OS#511|@OSANSEVIERO

KA#464|@YACINEMTB

TM#371|@ISCIENCELUVR

👩‍💻P#272|@DYNAMICWEBPAIGE

SP#101|@SUNDARPICHAI

LB#53|@GIFFMANA

DH#5|@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

AV#1277|@ALTRYNE

KD#954|@CSPROFKGD

JM#878|@VENTURETWINS

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MA#454|@MARTIN_CASADO

RS#309|@SCOBLEIZER

AC#261|@ANDREW_N_CARR

EM#158|@EMOSTAQUE

AK#30|@_AKHALIQ

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

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@L#803|@LEVELSIO

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EM#65|@ELONMUSK

40

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

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50

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

MB#1769|@MATTHEWBERMAN

SW#1734|@SARAHDINGWANG

𝚟⟢#1694|@VIEMCCOY

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JM#878|@VENTURETWINS

BE#510|@BHOROWITZ

RS#309|@SCOBLEIZER

SG#200|@SARANORMOUS

60

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

🍓🍓#1660|@IRULETHEWORLDMO

CH#1494|@KIMMONISMUS

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AE#689|@ADRIENLE

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70

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

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AA#778|@ARYAMAN2020

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MB#16|@MILES_BRUNDAGE

80

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

AP#1754|@ALEX_PEYS

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AN#868|@ML_ANGELOPOULOS

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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

TE#1984|@TENOBRUS

AB#1799|@ANDREWLBEAM

SS#1760|@STEVESI

SH#1366|@HAMANDCHEESE

J⧉#499|@REPLIGATE

KA#464|@YACINEMTB

NS#407|@NOAHPINION

100

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

CH#1494|@KIMMONISMUS

CY#1388|@CHHAVIYADAV_

TS#1152|@TIMO_SCHICK

MS#1076|@MADIATOR

RP#1014|@ROHANPAUL_AI

AN#868|@ML_ANGELOPOULOS

EL#767|@ELIEBAKOUCH

KL#699|@KYLELOSTAT

HH#307|@HANNAHAJISHIRZI

SA#126|@PRFSANJEEVARORA

DR#113|@DELIPRAO

SR#26|@SRUSH_NLP

110

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

SA#1766|@SVPINO

CH#1494|@KIMMONISMUS

RS#309|@SCOBLEIZER

JL#304|@BYJOHNNYLEE

120

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

SH#1247|@SONYATWEETYBIRD

KR#1165|@RABOIS

B(#999|@ANDERSONBCDEFG

C🎉#886|@CHARLES_IRL

C🤗#70|@CLEMENTDELANGUE

TW#21|@THOM_WOLF

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

DE#1792|@DANIEL_271828

AM#1617|@ANDYMASLEY

PW#1265|@PETERWILDEFORD

DF#882|@DANIELLEFONG

DK#192|@DAVIDSKRUEGER

140

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

@L#803|@LEVELSIO

RS#309|@SCOBLEIZER

150

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

MG#1681|@MARIKGOLDSTEIN

WH#1444|@NREHIEW_

SA#1281|@SAMSJA19

EL#767|@ELIEBAKOUCH

NL#69|@NATOLAMBERT

DP#54|@DWARKESH_SP

SR#26|@SRUSH_NLP

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

N🔎#1697|@NATHANPMYOUNG

AE#1422|@AELLUSWAMY

RS#309|@SCOBLEIZER

EM#65|@ELONMUSK

170

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

DD#1761|@DIMADAMEN

AB#1613|@ABURSUC

DM#1544|@DUCHA_AIKI

KD#954|@CSPROFKGD

GG#686|@GEORGIAGKIOXARI

180

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

SH#1366|@HAMANDCHEESE

LA#984|@SCALING01

AC#483|@ANDREWCURRAN_

DW#349|@DEANWBALL

190

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#309|@SCOBLEIZER

EM#65|@ELONMUSK

200

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

BS#1742|@BILAWALSIDHU

ND#1725|@NICKADOBOS

AL#1561|@ALFRED_LIN

SH#1366|@HAMANDCHEESE

EB#357|@ERIKBRYN

👩‍💻P#272|@DYNAMICWEBPAIGE

EM#65|@ELONMUSK

210

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

NC#1323|@CHOWDHURYNEIL

GK#1212|@GREGKAMRADT

LD#1159|@LEONDERCZYNSKI

🎭#805|@DEEPFATES

MM#564|@MASCOBOT

AC#261|@ANDREW_N_CARR

MB#16|@MILES_BRUNDAGE

220

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

MB#1769|@MATTHEWBERMAN

TI#738|@THSOTTIAUX

230

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

ND#1725|@NICKADOBOS

LI#1442|@LIVGORTON

SH#1247|@SONYATWEETYBIRD

JL#1040|@ARTIRKEL

AC#483|@ANDREWCURRAN_

240

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#1479|@ZEPHYR_Z9

PR#1262|@8TEAPI

YP#1253|@YPATIL125

FC#1085|@ALTIMOR

EL#767|@ELIEBAKOUCH

T(#400|@TEORTAXESTEX

250

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#1929|@DAN_JEFFRIES1

KR#1165|@RABOIS

GM#151|@GARYMARCUS

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

GO#1397|@GOWTHAMI_S

MN#474|@MO_NOROUZI

MA#454|@MARTIN_CASADO

270

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#309|@SCOBLEIZER

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

EM#65|@ELONMUSK

290

Vercel integrates xAI's Grok Imagine Video 1.5, enabling single-pass image-to-video generation with synchronized audioThe model currently leads the Arena.ai image-to-video leaderboard.

6h|3.4M12.6k645

EM#65|@ELONMUSK

300

xAI releases Grok Imagine Video 1.5 Preview, taking the top spot on the arena.ai Image-to-Video Arena leaderboardIt scored 1,473, surpassing the previous leader Dreamina Seedance-2.0.

4h|488.6k3.1k105

BR#1636|@BINDUREDDY

AN#868|@ML_ANGELOPOULOS

EM#65|@ELONMUSK