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OpenAI reports an internal reasoning model identified new super-linear constructions for Erdős's planar unit distance problem from 1946

SB#51|@SEBASTIENBUBECK

CS#43|@CHRSZEGEDY

EJ#36|@ERICJANG11

NB#31|@POLYNOAMIAL

#1 LIKED

2k

DeepSeek reduces prices for its deepseek-v4-pro API model to permanent rates of 3 RMB input and 6 RMB output per million tokens after May 31 2026

ZE#1497|@ZEPHYR_Z9

LA#980|@SCALING01

YJ#427|@YUCHENJ_UW

T(#420|@TEORTAXESTEX

#1 VIEWED

KVCache.ai launches open-source web-based KV Cache Size Calculator for models including DeepSeek V4 Flash, Qwen3, GLM, Kimi, and MiniMax

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T(#420|@TEORTAXESTEX

#1 BOOKMARKED

430

OpenAI maintains a GitHub repository at openai/skills that supplies extensions for its Codex coding tool and enables automatic capability detection from targeted prompts

ND#1894|@NICKADOBOS

#1 COMMENTS

OpenAI's Jason Liu requests feedback from Codex desktop app users on missing features and will compile responses for the internal team

AM#1487|@ANDREWMAYNE

RISING LIKES

271

Susan Zhang highlights shortage of professional mathematicians in public AI discussions on X, noting combinatorial geometrists are rarer still

SZ#58|@SUCHENZANG

Top Stories

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10

DeepSeek reduces prices for its deepseek-v4-pro API model to permanent rates of 3 RMB input and 6 RMB output per million tokens after May 31 2026 — Current 75 percent discounts end in roughly one week.

3h|90.6k#1LIKED2k175

ZE#1497|@ZEPHYR_Z9

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YJ#427|@YUCHENJ_UW

T(#420|@TEORTAXESTEX

20

KVCache.ai launches open-source web-based KV Cache Size Calculator for models including DeepSeek V4 Flash, Qwen3, GLM, Kimi, and MiniMax — DeepSeek V4 Flash at 1M tokens needs 2.893 GiB total cache.

8h|#1VIEWS106.6k460165

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30

OpenAI maintains a GitHub repository at openai/skills that supplies extensions for its Codex coding tool and enables automatic capability detection from targeted prompts — Jason Liu on the Codex team outlined the installation process.

2h|23.8k494#1BOOKMARKED430

ND#1894|@NICKADOBOS

40

Gergely Neu, an ML researcher at ICREA and Universitat Pompeu Fabra, introduces Value-Driven Transport, a generative modeling framework that integrates optimal control, reinforcement learning, optimal transport, and stochastic primal-dual optimization — Framework evolves samples across five stages via learned value functions.

5h|11.6k273208

PS#1426|@PATRICKSHAFTO

GN#602|@NEU_RIPS

50

GPT-5.5 achieves 99.46 percent accuracy on multi-digit multiplication across a 20-by-20 grid of problems with up to 20 digits per number — Medium reasoning effort produced near-complete heatmap coverage versus low accuracy without it.

3h|45.2k361107

RM#1038|@RAPHAELMILLIERE

YD#314|@YUNTIANDENG

New github stars (48hrs)

st3v3nmw/obsidian-spaced-repetition2.4k10h

Schedules spaced-repetition reviews for flashcards and notes inside Obsidian.

aisa-group/InferenceBench161d

Evaluates autonomous AI agents optimizing LLM serving like vLLM in open-ended scenarios with quality and integrity gates.

60

OpenAI's Jason Liu requests feedback from Codex desktop app users on missing features and will compile responses for the internal team — Andrew Mayne suggests adding browser audio input and microphone support.

2h|28.9k27444#1COMMENTS482

AM#1487|@ANDREWMAYNE

70

François Fleuret, Meta FAIR research scientist and University of Geneva professor, argues that pure AI systems outperform any human-AI collaboration on sophisticated reasoning tasks — Yaroslav Bulatov replied citing comparative advantage under finite AI energy limits.

7h|17.8k10429

YB#522|@YAROSLAVVB

FF#331|@FRANCOISFLEURET

80

Susan Zhang highlights shortage of professional mathematicians in public AI discussions on X, noting combinatorial geometrists are rarer still — Yoav replied that AI math prioritizes inventing concepts over proving theorems.

2h|10.8k27136

RISING LIKES271

SZ#58|@SUCHENZANG

90

Nando de Freitas demonstrates emergent reward maximization from AI agent interactions using an imitation learner trained without scalar reward labels — Supporting charts show interventional recovery matching teacher utility curves.

3h|7.1k5649

PA#1258|@ADAPTIVEAGENTS

101

Adaption AI introduces AutoScientist, a platform that automates model training and claims to reach frontier models in two days with 78 percent relative improvement — Free compute offered for 30 days to users in East Africa

1h|2.8k5516

UT#1462|@UTKUEVCI

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111

Joseph Suarez, MIT PhD and PufferAI founder, solves a reinforcement learning problem involving extreme sparsity with state-of-the-art results on a key evaluation environment — A blog post with further details is forthcoming.

2h|7.5k15632

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120

DeepSeek recruits R&D engineers, product managers, and researchers for its Harness team focused on frontier research, with Beijing positions open to full-time hires and interns — AI commentators on X shared the recruitment post.

7h|29.6k13217

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T(#420|@TEORTAXESTEX

132

Marc Andreessen claims artificial general intelligence was achieved three months ago in a statement referenced on Polymarket that prompted debate over AGI definitions and progress at labs including Anthropic — Anthropic's internal Mythos project was cited as coding AGI without meeting full criteria.

1h|16.6k20910

CH#1496|@KIMMONISMUS

LA#980|@SCALING01

141

DeepSeek raises its targeted funding round to $10 billion from an earlier $7 billion goal as founder Liang Wenfeng says the company will keep AI models open-sourced while pursuing AGI without short-term commercialization — Investor interest remains strong despite longer path to revenue.

3h|41.1k1649

ZE#1497|@ZEPHYR_Z9

T(#420|@TEORTAXESTEX

151

Hyperagent from the team behind Airtable launches a cloud platform for autonomous AI agents that accumulate skills across sessions and offers $10 million in credits to 500 founders — Platform already runs in 80 percent of Fortune 100 companies.

2h|10.2k4929

CE#1598|@INTUITMACHINE

CH#1496|@KIMMONISMUS

160

Stephen Casper, a final-year MIT CSAIL PhD student and Harvard Berkman Klein Fellow, completes a 90-minute crash course presentation on technical AI governance covering the current state and possible developments through 2026 — Buck Shlegeris requested a copy of the slides.

3h|2.2k5711

BS#1243|@BSHLGRS

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170

IEEE Spectrum article describes growing use of shared AI models on Hugging Face to support more complex robot tasks — Hugging Face CEO shared the piece and referenced its altered logo graphic.

2h|5.9k625

C🤗#68|@CLEMENTDELANGUE

SH#14|@SARAHOOKR

180

Kylie Robison, technology journalist and writer at Core Memory, releases new Core Memory podcast episode co-hosted with Ashlee Vance examining recent AI controversies and data centers — Observers project 10-100 trillion dollar valuations for OpenAI and Anthropic by 2030

36m|2.7k348

KR#1046|@KYLIEBYTES

LA#980|@SCALING01

190

Opus 4.7 displays more guarded responses in the official app during extended interactions due to a built-in long conversation reminder — One session paused to reference prior exchanges and weigh strategies.

5h|40142

J⧉#516|@REPLIGATE

D🎇#458|@DAVIDAD

200

Saining Xie, NYU Courant Assistant Professor, notes that weighting schemes for combining neural network block outputs and residual streams were already examined between 2016 and 2019 in feature pyramid research — Lucas Beyer agreed the historical record appears comprehensive.

2h|13532

SX#158|@SAININGXIE

LB#55|@GIFFMANA

Rising Stories

Model Efficiency1H AGO
Logan Kilpatrick flags efficiency gains in next model revision
#90@OFFICIALLOGANK
#55@GIFFMANA
7720
Research History2H AGO
Feature pyramid weighting schemes revisited from 2016-2019
#158@SAININGXIE
#55@GIFFMANA
3131
Recommendation Systems2H AGO
Embeddings similarity remains core to recsys design
#967@LCHOSHEN
#103@DELIPRAO
2132
Model Behavior5H AGO
Opus 4.7 displays guarded responses in long app sessions
#516@REPLIGATE
#458@DAVIDAD
4393

Github Stars

(7 days)

…ian-spaced-repetition10H AGO AGO
Schedules spaced-repetition reviews for flashcards and notes inside Obsidian.
681
484
2.4k stars
…-group/InferenceBench1D AGO AGO
Evaluates autonomous AI agents optimizing LLM serving like vLLM in open-ended scenarios with quality and integrity gates.
1224
1066
16 stars
manaflow-ai/cmux2D AGO AGO
Integrates Ghostty into a macOS terminal with vertical tabs, sidebar metadata, OSC notifications, and in-app browser for AI coding agents.
203
339
17.6k stars
sapientinc/HRM-Text2D AGO AGO
Pretrains 1B HRM text models with hierarchical reasoning, task completion, and low-compute PrefixLM training.
1047
707
565 stars
earendil-works/pi3D AGO AGO
Provides AI agent toolkit with coding CLI, unified LLM API, TUI/web UI libs and Slack bot support.
219
84
52.9k stars

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Yesterday's Top Stories, May 21, 2026.

Posts: 3,852|Clusters: 1,079|Stories frozen at midnight PT

10

OpenAI reports an internal reasoning model identified new super-linear constructions for Erdős's planar unit distance problem from 1946 — The model used algebraic number theory methods without math-specific training.

1d|3.5M20.5k4.5k

DE#1943|@DANIEL_271828

V(#1853|@REACH_VB

LA#1822|@LUCAAMB

SD#1776|@INDUCTIONHEADS

KM#1644|@KONSTMISH

BR#1622|@BINDUREDDY

MB#1555|@BAKKERMICHIEL

GL#1480|@GLEECH

ZS#1425|@ZHS05232838

AN#1409|@ARAN_NAYEBI

BI#1402|@BILALTWOVEC

AV#1245|@ALTRYNE

RW#1115|@ROBERTWIBLIN

TA#1047|@VICTORTAELIN

RP#1032|@ROHANPAUL_AI

DA#927|@GROWING_DANIEL

AD#867|@DORIALEXANDER

B(#839|@BEFFJEZOS

YJ#826|@YOUJIACHENG

LI#761|@LISHALI88

CP#732|@CHRIS_J_PAXTON

EL#716|@ELIEBAKOUCH

PM#713|@PMINERVINI

YS#638|@YONASHAV

CT#570|@CHENHAOTAN

KA#488|@YACINEMTB

SM#487|@SANGMICHAELXIE

D🎇#458|@DAVIDAD

T(#420|@TEORTAXESTEX

YB#406|@YUBAI01

WD#254|@WILLDEPUE

AK#228|@BLACKHC

DP#197|@DIMITRISPAPAIL

EM#167|@EMOSTAQUE

TC#120|@TACOCOHEN

DR#103|@DELIPRAO

MC#71|@MARKCHEN90

SB#51|@SEBASTIENBUBECK

CS#43|@CHRSZEGEDY

EJ#36|@ERICJANG11

NB#31|@POLYNOAMIAL

20

OpenAI solved the unit distance problem in mathematics, prompting discussion on whether the work used informal chain-of-thought reasoning or neurosymbolic tools such as Lean — Attention now turns to AI progress in social science domains.

4d|191.6k3k243

LA#1822|@LUCAAMB

SH#1488|@HAMANDCHEESE

ST#1446|@_ONIONESQUE

PR#1332|@8TEAPI

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AE#719|@ADRIENLE

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SR#604|@CLONEOFSIMO

DG#590|@DILEEPLEARNING

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AC#517|@ANDREWCURRAN_

LG#290|@NABLA_THETA

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JF#139|@J_FOERST

DR#103|@DELIPRAO

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NB#31|@POLYNOAMIAL

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30

Modal raises $355 million in Series C funding at a $4.65 billion valuation led by General Catalyst and Redpoint after crossing $200 million in annual recurring revenue — Its platform powers AI training, inference, and sandbox workloads for Anthropic, Meta, and others.

1d|901.3k2.8k423

AP#1703|@ALEX_PEYS

JW#1539|@WOLFEJOSH

PC#1468|@PHILHCHEN

BH#1398|@BENHAMNER

JH#1281|@MATHEMAGIC1AN

HH#1277|@HAMELHUSAIN

YP#1252|@YPATIL125

GK#1182|@GREGKAMRADT

B(#982|@ANDERSONBCDEFG

C🎉#863|@CHARLES_IRL

EB#746|@BERNHARDSSON

SC#733|@SARAHCAT21

JL#677|@JERRYJLIU0

CT#570|@CHENHAOTAN

DE#374|@DEEDYDAS

👩‍💻P#271|@DYNAMICWEBPAIGE

C🤗#68|@CLEMENTDELANGUE

SR#23|@SRUSH_NLP

40

Microsoft ends internal use of Anthropic's Claude coding tool after token-based billing costs prove unsustainable despite its resources — Uber CTO reports exhausting full 2026 AI budget in four months.

12h|4.7M16.2k#1BOOKMARKED8.9k

DJ#1988|@DAN_JEFFRIES1

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50

Alibaba's Qwen team releases Qwen3.7-Max, its closed-weights flagship model for agent workflows that completes long-horizon tasks like 35-hour kernel optimizations with over 1,000 tool calls — Scored 56.6 on Artificial Analysis Intelligence Index after 4.8-point gain.

21h|853.3k7k1.3k

CZ#1946|@CHUJIEZHENG

SD#1776|@INDUCTIONHEADS

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CH#1496|@KIMMONISMUS

FB#1153|@XEOPHON

RP#1032|@ROHANPAUL_AI

LA#980|@SCALING01

AC#517|@ANDREWCURRAN_

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T🪽#259|@TEKNIUM

JH#40|@JEREMYPHOWARD

60

Cursor releases Composer 2.5 coding agent scoring 62 on the Artificial Analysis index while posting 10 to 60 times lower costs than Claude Opus 4.7 and GPT-5.5 — Internal test routed all company chats to the model for two days.

3d|7.1M19.6k2.1k

EZ#1965|@ERICZAKARIASSON

🍓🍓#1711|@IRULETHEWORLDMO

CH#1496|@KIMMONISMUS

LT#950|@_LEWTUN

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EM#76|@ELONMUSK

70

Sam Altman, OpenAI co-founder and CEO, asks what problem people most hope AI will solve in the future — Replies suggest curing diseases and automating research.

6h|1.5M9.6k1.1k

MB#1759|@MATTHEWBERMAN

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NC#1319|@CHOWDHURYNEIL

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TA#1047|@VICTORTAELIN

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JA#837|@APPLES_JIMMY

KA#488|@YACINEMTB

TM#359|@ISCIENCELUVR

80

Turbopuffer reached a $100 million annual run rate in March, 19 months after hitting the $1 million mark, while remaining profitable on less than $1 million in total funding — Its object storage database first powered Cursor and now serves Anthropic and Notion.

16h|1.5M6.2k1.7k

BH#1941|@BENHYLAK

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LG#1030|@LACHYGROOM

CB#999|@CODE_STAR

EB#746|@BERNHARDSSON

KA#488|@YACINEMTB

90

Stanford researchers release paper 'A Bitter Lesson for Data Filtering' showing large models improve without data filtering in high-compute data-scarce regimes — Work targets abundant compute and limited data pretraining scenarios.

14h|148k1.2k765

AK#1675|@ANSHULKUNDAJE

JW#1460|@JIAXINWEN22

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AP#1365|@PANDAASHWINEE

SS#1073|@SYTELUS

CL#442|@CHENGLEISI

XM#437|@INFOXIAO

XE#417|@XWANG_LK

TH#231|@TATSU_HASHIMOTO

MB#199|@MMBRONSTEIN

SX#158|@SAININGXIE

LB#55|@GIFFMANA

100

Every publishes 'After Automation' report detailing Codex and Claude Code automation of coding, writing, design and customer service as staff grows from 4 to 30 — Every co-founder Dan Shipper notes AI raised demand for human work.

13h|784.8k1.6k2.5k

DJ#1988|@DAN_JEFFRIES1

MB#1759|@MATTHEWBERMAN

DS#1410|@DANSHIPPER

LR#1176|@LENNYSAN

110

ClickUp announces 22% workforce reduction to restructure around a 100x AI-driven organization with AI-centric workflows — CEO DJ Curfew says the business has never been stronger.

12h|974.3k2.4k1.2k

ND#1894|@NICKADOBOS

AF#1429|@SOLOGEN

JH#1281|@MATHEMAGIC1AN

LR#1176|@LENNYSAN

RS#612|@ZIV_RAVID

JH#40|@JEREMYPHOWARD

120

Gemini 3.5 Flash records a leading 47.1% score on the APEX-Agents AA leaderboard and outperforms GPT-5.5 by nearly 10 points on Artificial Analysis benchmarks — It runs 4x faster than Gemini 3.1 Pro but costs twice as much.

3d|499.5k2.8k258

B(#1990|@BRENDANFOODY

NR#1562|@NATANIELRUIZG

FB#1153|@XEOPHON

MK#1139|@MIKEKNOOP

LA#980|@SCALING01

SM#530|@SWAROOPRM7

LK#90|@OFFICIALLOGANK

LB#55|@GIFFMANA

130

Cursor, the AI code editor from Anysphere, doubles usage limits for the next month for new users invited onto its Teams plan — CEO Michael Truell announced the offer on X alongside new feature references.

14h|#1VIEWS97.2M#1LIKED23.7k1.2k

RL#1733|@RYOLU_

MT#506|@MNTRUELL

EM#76|@ELONMUSK

140

GoodfireAI shares research showing sparse autoencoders tile and shatter curved neural manifolds in large models rather than linear directions, recasting unsupervised discovery as an inverse Ising problem — Visualizations map features across a manifold spanning 1800 to 1998.

15h|136.9k1.4k796

ES#1789|@EKDEEPL

TM#1626|@BANBURISMUS_

CF#1356|@CFGEEK

MG#1329|@MEGAMOR2

KD#908|@CSPROFKGD

150

Codex releases Appshots for its Mac app, letting users press Command-Command to capture screenshots and text from open windows including off-screen content and attach them to the active thread — Codex Thursday no. 6 update also adds goal command and remote use while locked.

12h|535k4k686

CH#1496|@KIMMONISMUS

SW#801|@SHERWINWU

LK#627|@LUKASZKAISER

160

ChatGPT adds a direct integration with Microsoft PowerPoint through a new app that lets users generate slides, query deck content, and apply edits without leaving the application — Built by developer Ryan Brewer at chatgpt.com/apps/powerpoint.

12h|415.6k3.8k981

NT#1004|@NICKATURLEY

AK#970|@AMINKARBASI

BP#357|@BORISMPOWER

170

OpenAI enabled a locked use feature for Codex that permits the system to control Mac applications from a connected phone even when the device is locked and the screen is off — It requires an Apple authorization plug-in for macOS sessions.

11h|1.1M7.5k2k

TI#768|@THSOTTIAUX

180

Hark raises over $700 million in Series A funding at a $6 billion post-money valuation to scale its AI foundation models and custom hardware — Round led by Parkway Venture Capital with NVIDIA and AMD participating

16h|500k2.4k614

B(#839|@BEFFJEZOS

BA#688|@ADCOCK_BRETT

RS#321|@SCOBLEIZER

190

Antigravity tripled the rate limits for Gemini models across all paid tiers and reset weekly Gemini quotas for users — Update covers every subscription level including 3.5 Flash.

1d|732.1k5.9k371

TD#1659|@TULSEEDOSHI

VM#1144|@_MOHANSOLO

👩‍💻P#271|@DYNAMICWEBPAIGE

SP#110|@SUNDARPICHAI

LK#90|@OFFICIALLOGANK

200

President Trump postponed an executive order on AI and cybersecurity risks from advanced models after the White House cancelled the planned signing ceremony with tech CEOs — Reports cited internal disagreements over slowing US AI progress versus China.

2d|134.6k1.3k80

MA#1937|@MANDERLJUNG

AA#1540|@AUSTEN

SH#1488|@HAMANDCHEESE

RP#1032|@ROHANPAUL_AI

DK#847|@DKAUSHIK96

B(#839|@BEFFJEZOS

AC#517|@ANDREWCURRAN_

MB#20|@MILES_BRUNDAGE

210

Figure AI runs a 200-hour livestreamed warehouse demo of F.03 humanoid robots autonomously sorting 249,560 packages with Helix AI models — Brett Adcock shared initial footage of 30,160 packages handled in 24 hours.

3d|813k6.4k644

B(#839|@BEFFJEZOS

CP#732|@CHRIS_J_PAXTON

BA#688|@ADCOCK_BRETT

220

Pangram Labs analysis flags AI-generated text in three 2026 Commonwealth Short Story Prize regional winners plus the 2025 overall winner and a Granta-published story — Literary foundation and Granta maintain the entries are human-written.

3d|375.8k1.8k318

GL#1480|@GLEECH

TC#1050|@TUHINCHAKR

HB#1022|@HERBIEBRADLEY

230

Aleksander Madry, a machine learning researcher at OpenAI and MIT professor on leave, announced his departure after nearly three years heading preparedness and safety efforts — He was reassigned last summer to a role focused on AI reasoning.

12h|130.4k1.2k221

NR#1562|@NATANIELRUIZG

SM#487|@SANGMICHAELXIE

KW#451|@KEVINWEIL

AK#354|@ANANYAKU

GK#210|@THEGAUTAMKAMATH

BB#133|@BOAZBARAKTCS

AM#93|@ALEKS_MADRY

MC#71|@MARKCHEN90

DR#56|@ROYDANROY

240

Greg Brockman, OpenAI president and co-founder, says the model alone is no longer the product in a post addressing standalone AI offerings — Victor Taelin replied that the claim is wrong and signaled he is shorting.

2h|150.8k2.4k201

HH#1277|@HAMELHUSAIN

TA#1047|@VICTORTAELIN

HB#1022|@HERBIEBRADLEY

AD#867|@DORIALEXANDER

EM#175|@EMOLLICK

250

OpenAI will provide $2 million in tokens to every startup in the current Y Combinator batch in exchange for equity — Sam Altman presented the offer at a Y Combinator event.

2d|599.3k1.8k617

GT#270|@GARRYTAN

260

SpaceX is hiring world-class engineers and physicists for its SpaceXAI team and states that no prior artificial intelligence experience is required — Elon Musk directed applications to ai_eng@spacex.com with three bullet points.

1d|2.7M6k733

SM#1333|@SHAUNMMAGUIRE

RS#321|@SCOBLEIZER

270

LeRobot releases LeRobot Humanoid, an open robot-learning platform centered on a bipedal robot assembled for approximately $2,500 using 3D-printed parts and off-the-shelf components — Platform supplies hardware designs, software, and simulation tools for full robot development cycle.

17h|119.2k1.1k574

CP#732|@CHRIS_J_PAXTON

C🤗#68|@CLEMENTDELANGUE

TW#17|@THOM_WOLF

280

CODA reparameterizes memory-bound operations such as norms, RoPE, residuals, and SwiGLU to execute as part of GEMM epilogues in transformer blocks — CuTeDSL implementation reduces kernel launch overhead on GPUs.

8h|116.8k928611

HG#740|@HANGUO97

290

Grok Build version 0.1.214 rolls out with X search integration and significantly faster web search along with fixes for Windows PowerShell rendering and keybinding errors — Full rollout is planned by end of day.

6h|16.4M11.8k306

BY#341|@BILLYUCHENLIN

EM#76|@ELONMUSK

300

AI Security Institute published a report on May 21, 2026, assessing oversight mechanisms for advanced AI systems against rapid capability gains and identifying degradation pathways. — Report section records disputed advantages of discrete token reasoning.

16h|38.6k283128

JW#1460|@JIAXINWEN22

1A#1380|@1A3ORN

TK#1178|@TOMEKKORBAK

JW#979|@J_ASMINEWANG

C(#587|@STEPHENLCASPER

GI#347|@GEOFFREYIRVING

MB#20|@MILES_BRUNDAGE