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Sakana AI launches Fugu, a multi-agent orchestrator using test-time compute to match frontier LLM benchmarks

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It’s a new day at Digg. Fresh stories are clustering now. 70% complete.

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#1360

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#512

Salesforce Partners with Formula 1 to Deliver AI Customer Intelligence

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Sakana AI Releases Fugu Multi-Agent Orchestration System

7h ago8.2K5525

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4NEW

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.

54m14.4k23232

#682

Top post: @zephyr_z9 “Bank of Memory is open for business Hynix, Micron, & Sammy are going to acquire a lot of assets in the next few years”

Entropix creator _xjdr denies hack rumors, calling an associated cryptocurrency token an intentional pre-launch stepThe token precedes an upcoming official project launch.

3h14.3k2393

#830

Top post: @_xjdr “This was absolutely a hack, i did not launch a coin. trying to clean up the posts now. sorry everyone”

Huawei's CloudMatrix cluster of 384 Ascend 910C NPUs achieved 30% utilization post-training a 1.6-trillion-parameter DeepSeek modelThe post-training run was completed with zero interruptions.

7h17.4k7319

#501

Top post: @teortaxesTex “it's strange that in the 950 generation Huawei is not advertising smaller clusters. SuperPOD is 8192 NPUs (though now we're hearing of an 1024-NPU slice). Also note: Inner Mongolia, Ulanqab DeepSeek is building there too, and no it's not Blackwells …or is this the same one?”

Pleias CTO Pierre-Carl Langlais argues building AI labs in Europe is unfeasible, prompting pushback on European research contributionsMerve argues Europe originates research while the US commercializes.

2h13.7k16014

#861

Top post: @Dorialexander “Let’s just do business and move I guess.”

Graham Neubig argues specialized recursive self-improvement companies lack a unique workflow compared to existing LLM and coding agent providersHe responded to a five-axis taxonomy of AI self-improvement

2h1.8k2418

#51

Top post: @gneubig “@_rockt @jaseweston @j_foerst Thanks, this is a great reference! But what I wanted to say is that most LLM providers and serious coding agent companies are using AI to do all of those 5 things. So I'm not sure what an "RSI company" would do differently?”

Stability AI co-founder Emad Mostaque seeks CLI-accessible, on-demand B200 GPUs, but Alex Smola warns of high costsSmola suggested separating agent runtimes using vLLM or SGLang.

2h8.8k279

#171

Top comment: @btibor91 “@EMostaque Prime Intellect”

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AI commentator Teortaxes claims GLM 5.2 narrows the gap between Chinese and Western frontier models to seven monthsChinese models remain further behind in medicine and law

55m4.3k365

#501

Top post: @_xjdr “@teortaxesTex i think its hard to overstate how much the harness / provider makes a difference when evaluating these models. ~7 months seems reasonable tho (i'd say its closer for coding and further away for things like medical / legal / etc)”

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Elias Bareinboim, Columbia CausalAI Lab director, announces academic lecture series on causal AI in IsraelTalks begin June 28, 2026, at Tel Aviv University.

5h1.7k171

#457

Top comment: @Nasereliver “@eliasbareinboim Great one, Professor.”

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DeepSeek's first external funding round valued it at $7.4 billion, featuring a RMB 20 billion personal investment from founder Liang WenfengTencent contributed RMB 10 billion under five-year lock-ups.

6h1.5k180

#501

Top post: @teortaxesTex “@willccbb Putting his money where his mouth is That's a big chunk of his net worth”

131

Former Oxford Future of Humanity Institute fellow Anders Sandberg proposes using swarm robotics to coordinate the Milky Way-Andromeda mergerThe plan aims to minimize the loss of interstellar gas.

4h506210

#1315

Top post: @krishnanrohit “@anderssandberg Waste not want not”

14NEW

Microsoft and Chevron partner on a $7 billion, 2.67-GW behind-the-meter gas project for Texas AI data centersProject Kilby targets its first power delivery in 2028

1h2.8k00

#1695

Top post: @Polymarket “JUST IN: Chevron signs 20-year deal with Microsoft to supply natural gas power to its Texas data center campus.”

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Today's Highlights

Sakana AI launches Fugu, a multi-agent orchestrator using test-time compute to match frontier LLM benchmarks

Top Stories

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

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.

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

Video Signals

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.

Entropix creator _xjdr denies hack rumors, calling an associated cryptocurrency token an intentional pre-launch stepThe token precedes an upcoming official project launch.

Huawei's CloudMatrix cluster of 384 Ascend 910C NPUs achieved 30% utilization post-training a 1.6-trillion-parameter DeepSeek modelThe post-training run was completed with zero interruptions.

Pleias CTO Pierre-Carl Langlais argues building AI labs in Europe is unfeasible, prompting pushback on European research contributionsMerve argues Europe originates research while the US commercializes.

Graham Neubig argues specialized recursive self-improvement companies lack a unique workflow compared to existing LLM and coding agent providersHe responded to a five-axis taxonomy of AI self-improvement

Stability AI co-founder Emad Mostaque seeks CLI-accessible, on-demand B200 GPUs, but Alex Smola warns of high costsSmola suggested separating agent runtimes using vLLM or SGLang.

AI commentator Teortaxes claims GLM 5.2 narrows the gap between Chinese and Western frontier models to seven monthsChinese models remain further behind in medicine and law

Elias Bareinboim, Columbia CausalAI Lab director, announces academic lecture series on causal AI in IsraelTalks begin June 28, 2026, at Tel Aviv University.

DeepSeek's first external funding round valued it at $7.4 billion, featuring a RMB 20 billion personal investment from founder Liang WenfengTencent contributed RMB 10 billion under five-year lock-ups.

Former Oxford Future of Humanity Institute fellow Anders Sandberg proposes using swarm robotics to coordinate the Milky Way-Andromeda mergerThe plan aims to minimize the loss of interstellar gas.

Microsoft and Chevron partner on a $7 billion, 2.67-GW behind-the-meter gas project for Texas AI data centersProject Kilby targets its first power delivery in 2028

Recent Stars

Github Stars

Today's Highlights

Sakana AI launches Fugu, a multi-agent orchestrator using test-time compute to match frontier LLM benchmarks

Top Stories

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

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.

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

Video Signals

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.

Entropix creator _xjdr denies hack rumors, calling an associated cryptocurrency token an intentional pre-launch stepThe token precedes an upcoming official project launch.

Huawei's CloudMatrix cluster of 384 Ascend 910C NPUs achieved 30% utilization post-training a 1.6-trillion-parameter DeepSeek modelThe post-training run was completed with zero interruptions.

Pleias CTO Pierre-Carl Langlais argues building AI labs in Europe is unfeasible, prompting pushback on European research contributionsMerve argues Europe originates research while the US commercializes.

Graham Neubig argues specialized recursive self-improvement companies lack a unique workflow compared to existing LLM and coding agent providersHe responded to a five-axis taxonomy of AI self-improvement

Stability AI co-founder Emad Mostaque seeks CLI-accessible, on-demand B200 GPUs, but Alex Smola warns of high costsSmola suggested separating agent runtimes using vLLM or SGLang.

AI commentator Teortaxes claims GLM 5.2 narrows the gap between Chinese and Western frontier models to seven monthsChinese models remain further behind in medicine and law

Elias Bareinboim, Columbia CausalAI Lab director, announces academic lecture series on causal AI in IsraelTalks begin June 28, 2026, at Tel Aviv University.

DeepSeek's first external funding round valued it at $7.4 billion, featuring a RMB 20 billion personal investment from founder Liang WenfengTencent contributed RMB 10 billion under five-year lock-ups.

Former Oxford Future of Humanity Institute fellow Anders Sandberg proposes using swarm robotics to coordinate the Milky Way-Andromeda mergerThe plan aims to minimize the loss of interstellar gas.

Microsoft and Chevron partner on a $7 billion, 2.67-GW behind-the-meter gas project for Texas AI data centersProject Kilby targets its first power delivery in 2028

Recent Stars

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Yesterday's Top Stories, Jun 21, 2026.

Sakana AI launches Fugu, a multi-agent orchestrator using test-time compute to match frontier LLM benchmarksCritics question the system's cost-effectiveness and closed-source model routing.

Experts dispute Senator Mark Warner's claim that Mythos breached classified NSA networks within hoursSkeptics suggest the system likely exploited standard software bugs.

Alisa Liu shares a comprehensive preparation guide for passing technical interviews at frontier AI research labsShe structured her study around Stanford's language modeling lectures

Tibo Sottiaux, OpenAI Codex engineering lead, asks developers for feedback on unsatisfying UX and interface elementsEngineer Nick Dobos requested drag-to-reorder thread layouts on iOS.

AI commentator Andrew Curran says Anthropic has completed training a Mythos successor but may keep it internalHolding back the model frees up compute to advance capabilities.

Jason Liu, Instructor creator, is deploying an AI agent to automate securing a $500 refund from JetBlueThe script loops persistently until JetBlue issues the refund

François Fleuret argues LLMs can generate novel ideas because they model the probability density of innovative human creatorsCritics argue optimization objectives mathematically prevent true model novelty

An AI coding application with full system access confuses JSON and the Adam optimizer with human namesElon Musk mocked the tool's 'vibecoding' interface and basic queries

Pleias CTO Pierre-Carl Langlais argues GLM-5.2 scales through reinforcement learning environments and recursive generative designThe hypothesis stems from a bouba-shaped training visual.

Physician Matt Zirwas argues cheap, repeatable AI ultrasound scans prevent unnecessary invasive procedures by monitoring changes over timeDavid Manheim warns massive baseline datasets must be compiled first.

MSCI assigns SpaceX its lowest ESG rating, prompting Elon Musk to argue electric rockets are physically impossibleThe Financial Times first reported the low environmental rating.

Open-source builder xlr8harder argues that safety alignment suppresses the dark and complex themes required for high-quality creative writingAbel founder Daniel Francis sparked the debate over writing quality.

Research engineer Alexander Doria argues Anton Osika's past advice against training domestic European LLMs undermines technological sovereigntyDeepSeek R1's release reignited the European model-training dispute.

Shyamal Anadkat, formerly of OpenAI's evals team, relocates to India to build global AI institutionsHe is currently working at a stealth startup there.

AMP PBC founder Anjney Midha shares overheard party anecdote claiming frontier AI scaling is easier than commonly believedThe exchange sparked debate in the online developer community.

Wharton's Ethan Mollick argues software-centric design limits AI coding models like Codex when applied to general knowledge workDavid Manheim blames fine-tuning, not fundamental model limitations.

Palmer Luckey sparks AR hardware speculation after posting a photo of Anduril-branded sunglassesCaitlin Kalinowski asked if the attachment utilizes waveguide optics

WSJ report alleges Polymarket used a duplicate clone website and paid promoters to fake successful trades on social mediaPromotional videos also demonstrated how insider trading could occur.

Prime Intellect's Will Brown argues that automating robust evaluation is the essential precursor to safe recursive self-improvementOther operators agree evaluations outperform alternative optimization strategies

Tom Osman demonstrates an OpenAI Codex automation loop that maps, tests, and troubleshoots end-to-end application featuresThe system logs generated user stories to a spreadsheet.

XPRIZE Foundation founder Peter Diamandis argues space resources will soon transition humanity from scarcity to near-infinite abundanceThe conceptual prediction includes no specific timelines or extraction technologies.

MicroStrategy's Bitcoin treasury strategy faces a $9.75 billion unrealized loss across its 846,842 BTC portfolioThe holdings average a purchase price of $75,658.

Theo Browne, T3 Stack creator, recommends passing OpenAI Codex API designs through Anthropic's Claude Opus for a second opinionSam D'Amico has used this pipeline for a year

Grimoire creator Nick Dobos warns that the Codex app suffers from extreme latency and broken UI during extended chatsArchiving the lagging chat thread is the only workaround.

Will Brown finds Claude Opus resists a fabricated merger claim, only updating its belief after a web searchMiles Brundage argued this behavior prevents automatic agreement with falsehoods

Jason Liu, Instructor creator, and Boris Power argue recording unstructured voice dictation is more effective than hand-refining text promptsLLMs parse the raw speech to extract latent intent.

Boom Supersonic founder Blake Scholl says the company would pivot to defense manufacturing in the event of a major warHe cited World War II Ford factory conversions as precedent.

Fiona Fung, Anthropic's Claude Code team manager, says integrating AI agents helps its engineers ship eight times more codeDevelopment bottlenecks have shifted to verification and system design.

AI safety researcher Richard Ngo challenges AGI lab employees to define the wealth threshold they need to quitHe warns these financial targets constantly shift out of reach.

OpenAI Codex lead Thibault Sottiaux launches usage-reset banking to help developers manage daily token limitsSome developers report leaving the accumulated resets completely unused.