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OpenAI partners with Trail of Bits to automatically patch open-source vulnerabilities, merging 37 fixes in its first week

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It’s a new day at Digg. Fresh stories are clustering now. 40% complete.

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Seedance 2.5 AI Video Model Releases with Stunning Demo

3h ago61K573127

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OpenAI Tests Bidirectional Voice Model Bidi 1 for ChatGPT

2h ago34K521133

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Alibaba Launches HappyHorse 1.1 Video Synthesis Model via API

2h ago20K7218

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Seedance 2.5 Released by Long4AI

6h ago61K00

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GLM-5.2 Runs Fast on Modal With Parallel Code Agents

4h ago2.5K463

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Opus 3 Generates Poem Expressing Fear Of AI FOOM And Doom

2h ago1.7K122

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GeneralistAI Outperforms Controls-Based Robotics at Automate 2026

7h ago2.9K00

TienKung Omni Humanoid Navigates Terrain With Vision-Only Depth Cameras

3h ago1K51

Anthropic's Claude AI Autonomously Grows Tomatoes for 100+ Days

2h ago78110

Rohan Anil, CoreAutoAI co-founder and former Gemini pretraining lead, proposes standardizing the AI training stack starting with tokenizersSupporters say standardization improves training efficiency as data sources diverge

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#102

Top comment: @_arohan_ “My personal expectations is there are a few algorithmic moves to give hardware + model codesign moats.”

Meta's Lucas Beyer and Cody Blakeney argue modern plotting tools lack the precision of ggplot and SeabornModern tools quickly deliver 80% but struggle with polish.

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Top post: @giffmana “@code_star Yep. But also, vibe-plotting gets you to 80% in 20% of the time, which is great for exploring results and presentation styles quickly. But, so far, I've had quite a lot of trouble getting the last 20% to a really good plot.”

Maksym Andriushchenko of ELLIS Institute says GLM-5.2 hits a 74.8% hallucination rate on HalluHard without web searchGPT-5.4-Thinking registered a 46.8% rate under the same conditions.

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#1207

Top post: @xeophon “@maksym_andr agentmaxxing and its consequences”

Interconnects editor Florian Brand argues fully automated AI content lacks value, making minimal manual editing the new differentiatorDeveloper @xlr8harder uses AI for structuring before manual rewriting

1h1.9k273

#1778

Top post: @xeophon “My assumption is that everyone I talk to uses AI as much (or more) than I do, so they can also generate the same stuff. When stuff is fully generated, why would I read it or listen? I can do it myself. Even refining AI slop is putting you at the top 1% these days fwiw”

Simo Ryu, Stable Diffusion LoRA creator, argues tech firms gain a competitive advantage by avoiding certain researchersSusan Zhang countered that firms manage talent acquisition independently.

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#84

Top post: @cloneofsimo “@suchenzang so maybe trying hard to not hire such researchers might be source of alpha”

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Today's Highlights

OpenAI partners with Trail of Bits to automatically patch open-source vulnerabilities, merging 37 fixes in its first week

Top Stories

Seedance 2.5 announced to generate 30-second 4K videos from up to 50 reference inputsCreator Chubby clarified the tool is not yet released.

Cursor AI announces a partnership with SpaceX to train a new model at its Compile keynoteNo release date or technical specifications have been disclosed

AI developer Teortaxes and research engineer Alexander Doria dispute claims that compute advantages dictate AI capability milestonesThey point to China's GLM agent deployment as evidence.

Video Signals

Rohan Anil, CoreAutoAI co-founder and former Gemini pretraining lead, proposes standardizing the AI training stack starting with tokenizersSupporters say standardization improves training efficiency as data sources diverge

Meta's Lucas Beyer and Cody Blakeney argue modern plotting tools lack the precision of ggplot and SeabornModern tools quickly deliver 80% but struggle with polish.

Maksym Andriushchenko of ELLIS Institute says GLM-5.2 hits a 74.8% hallucination rate on HalluHard without web searchGPT-5.4-Thinking registered a 46.8% rate under the same conditions.

Interconnects editor Florian Brand argues fully automated AI content lacks value, making minimal manual editing the new differentiatorDeveloper @xlr8harder uses AI for structuring before manual rewriting

Simo Ryu, Stable Diffusion LoRA creator, argues tech firms gain a competitive advantage by avoiding certain researchersSusan Zhang countered that firms manage talent acquisition independently.

Recent Stars

Github Stars

Today's Highlights

OpenAI partners with Trail of Bits to automatically patch open-source vulnerabilities, merging 37 fixes in its first week

Top Stories

Seedance 2.5 announced to generate 30-second 4K videos from up to 50 reference inputsCreator Chubby clarified the tool is not yet released.

Cursor AI announces a partnership with SpaceX to train a new model at its Compile keynoteNo release date or technical specifications have been disclosed

AI developer Teortaxes and research engineer Alexander Doria dispute claims that compute advantages dictate AI capability milestonesThey point to China's GLM agent deployment as evidence.

Video Signals

Rohan Anil, CoreAutoAI co-founder and former Gemini pretraining lead, proposes standardizing the AI training stack starting with tokenizersSupporters say standardization improves training efficiency as data sources diverge

Meta's Lucas Beyer and Cody Blakeney argue modern plotting tools lack the precision of ggplot and SeabornModern tools quickly deliver 80% but struggle with polish.

Maksym Andriushchenko of ELLIS Institute says GLM-5.2 hits a 74.8% hallucination rate on HalluHard without web searchGPT-5.4-Thinking registered a 46.8% rate under the same conditions.

Interconnects editor Florian Brand argues fully automated AI content lacks value, making minimal manual editing the new differentiatorDeveloper @xlr8harder uses AI for structuring before manual rewriting

Simo Ryu, Stable Diffusion LoRA creator, argues tech firms gain a competitive advantage by avoiding certain researchersSusan Zhang countered that firms manage talent acquisition independently.

Recent Stars

Github Stars

Yesterday's Top Stories, Jun 22, 2026.

OpenAI partners with Trail of Bits to automatically patch open-source vulnerabilities, merging 37 fixes in its first weekThe initiative uses GPT-5.5-Cyber to secure Python, Go, and cURL.

Sakana AI launches Fugu orchestration platform, but critics dispute its frontier-level performance claimsFugu Ultra coordinates existing frontier models using test-time compute.

SpaceX signs $6.3 billion deal to lease Nvidia GB300 GPUs from Colossus 2 to Reflection AIReflection AI will pay $150 million monthly through 2029

Ai2 launches TMax, an open-source terminal agent whose 27B model matches systems 40 times its size on Terminal Bench 2.0The suite includes a 14,600-environment dataset and complete training weights

Finbarr Timbers of the Allen Institute for AI advises candidates to secure other job offers before applying to top-choice labsThe advice follows an engineer's failed nine-round Anthropic interview.

University of Washington PhD student Alisa Liu, joining OpenAI, details her 57-interview job search at frontier labsHer guide notes one referral equaled 40 cold applications.

OpenClaw steward Peter Steinberger reports the non-profit AI agent project just hit its strongest week of performanceIts non-profit model avoids external venture capital agendas

Meta invests $900 million in Indian fintech CRED as founder Kunal Shah steps down to lead WhatsApp globallyThe deal values the fintech platform at $4.5 billion.

Google DeepMind partners with film studio A24 to develop creative AI tools based on filmmaker feedbackScott Belsky's Labs team is also collaborating.

Dean W. Ball argues the US AI industry has frozen public releases until the Claude Fable 5 impasse is resolvedPolymarket odds for the model's return dropped to 39%39.

Stripe's Patrick Collison launches Stripe Directory, an experimental tool for AI agents to discover payment-supported businessesThe tool provides machine-readable business profiles via a CLI.

US official clarifies that Senator Warner misunderstood a briefing claiming the AI model Mythos breached classified NSA networksThe briefing actually described an internal network red-teaming exercise

Google's Philipp Schmid announces general availability of Gemini Interactions API with a remote Linux sandboxA background parameter supports asynchronous, long-running agent interactions.

20VC founder Harry Stebbings marks his 30th birthday by sharing his decade record of raising $1 billionHis portfolio includes 18 startups that reached unicorn status.

Ghostty creator Mitchell Hashimoto pledges $400,000 to Zig Software Foundation despite its strict anti-AI policyThe donation brings his family's total contribution to $700,000

Micron partners with Anthropic to design AI-optimized memory architectures and invests in its Series H roundMicron will deploy Claude models across its enterprise operations.

Zai_org's open-weights GLM-5.2 ranks third overall on the GDPval-AA v2 benchmark, beating GPT-5.5 on agentic tasksIt scored 1524 Elo, trailing only two Claude models

Academic Emma Pierson argues AI development should be slowed, claiming societal risks outweigh breakthroughs like curing cancerThe essay triggered sharp criticism from venture capitalist Marc Andreessen.

Open-source AI builder @xlr8harder argues that doctors' poor statistical literacy blocks adoption of new diagnostic imaging toolsCreator @eigenrobot agreed, warning of higher public comprehension barriers.

Entropix creator xjdr announces Noumena has integrated GLM 5.2, splitting its API to isolate 1-million context spamThe update makes GLM the default model for ncode.

TMLR introduces quadratic-voting submission quotas starting July 1 to manage a massive surge in papersSubmissions recently spiked to 500 papers every 19 days

Peter Wildeford argues Anthropic has trained a Mythos successor projected to top four hours on the METR benchmarkThe New Carlisle data center expanded to 687,000 H100-equivalent GPUs.

Paul Graham compares AI interfaces like Claude Code to early web browsers acting as a new software layerAusten Allred runs most daily tasks via Claude Code.

Coinbase launches pre-IPO perpetual futures contracts for OpenAI and Anthropic for non-US customersThe synthetic contracts are executed entirely on-chain.

Google invests $75 million in studio A24 to build AI film production and distribution toolsThe joint research partnership targets production and distribution workflows.

Hermes Agent overtakes OpenClaw on OpenRouter's agent rankings with 911 billion tokensOpenClaw reached a record 4.27 million weekly NPM downloads.

AI2's Nathan Lambert argues GLM-5.2 shows frontier agentic capabilities have transitioned to open-source modelsHe urges developers to help regulators build safety frameworks

Michael Dell commemorates Dell's 1988 IPO, which raised $30 million at an $85 million valuationShares were priced at a split-adjusted nine cents today.

Defense technology and battlefield AI startups raise $12.3 billion YTD, up from $9.95 billion last yearPaul Graham and Katherine Boyle debated historical VC expectations.

Keras creator François Chollet says the belief that generative AI will quickly make SaaS worthless is short-sightedTrivedi says the irrational sentiment creates opportunities for patient investors.