ax@ax-radar:~/all $ grep -v 'tier=excluded' stream.log
33 srcsignal 72%cycle 04:32

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50 items · updated 3m ago
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2026-09-11 · Fri
10:00
12d ago
AI HOT (Curated Pool)· aihot-apiZH10:00 · 09·11
Rapidly scaling online storage to serve over 1 billion ChatGPT users
OpenAI's online storage platform Habitat now handles over 70 million requests per second, serving 1 billion-plus weekly users. This first post traces its evolution from a simple Python client library into a distributed system managing 500 PB of data. The team faced over 10x year-over-year growth for three years, squeezing Python's asyncio latency, feature-flag tail latency, connection pooling, and downstream flood protection before migrating parts to Rust. The database layer runs on Azure Cosmos DB. Part two will cover multi-tenancy reliability and read optimization.
#OpenAI#Habitat#Azure Cosmos DB
editor take
OpenAI details how Habitat scaled to 70M req/s for 1B weekly ChatGPT users, starting from a Python client lib—worth reading for the asyncio latency and connection pooling war stories.
HKR breakdown
hook knowledge resonance
open source
72
SCORE
H1·K1·R0
04:52
12d ago
Hacker News Frontpage· rssEN04:52 · 09·11
Google Gemini app now available on Windows
Google released a native Gemini app for Windows, letting users access the AI assistant directly from their desktop without a browser. The post doesn't detail which features are included or whether it's free, but it gives Windows users a dedicated entry point.
#Google#Gemini
editor take
Gemini now has a native Windows app — no more browser detour.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H0·K0·R0
04:00
12d ago
Financial Times · Technology· rssEN04:00 · 09·11
Will US debt burst the AI bubble? FT talks to Ruchir Sharma
In this FT podcast transcript, investor Ruchir Sharma argues that swelling US debt could pop the AI bubble. AI investment drives up long-term rates, while US debt exceeds $35 trillion, squeezing budgets. If rates stay high, AI's capital-intensive projects may struggle. The post doesn't specify a timeline or debt threshold, but the logic is clear: AI needs cheap capital, and US finances are tightening the tap.
#Ruchir Sharma#Financial Times
editor take
Investor Ruchir Sharma argues US debt at $35T could pop the AI bubble—AI needs cheap capital, and the tap is tightening.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H0·K0·R0
03:30
12d ago
Bloomberg Technology· rssEN03:30 · 09·11
Flipkart's Super.money Bets on AI Agents to Outdo Bigger Rivals
Flipkart's fintech arm Super.money is deploying AI agents to compete with Google Pay and PhonePe. The post doesn't disclose technical details or performance metrics, but the strategy is clear: embed agents into user financial workflows like bill payments and product recommendations. For AI practitioners, this signals Indian fintech is weaponizing agent workflows beyond chatbots.
#Flipkart#Super.money#Google Pay
editor take
Flipkart's fintech arm embeds AI agents into bill pay and product recs, not just chatbots.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H0·K0·R0
03:07
12d ago
New York Times Chinese· rssZH03:07 · 09·11
Why AI Doom Fears Stick: NYT Explains the Psychology Behind Existential Risk
An Anthropic researcher quit over fears of uncontrollable superintelligence, reigniting AI-doom debates. The article argues humans are wired to fear new risks more than familiar ones—driving feels safer than flying, even though it isn't. Anthrax, asteroids, and pandemics could also end humanity, but probabilities are low. Harvard's risk center director says AI feels scary because it's "not within our perceived control." Oxford's Toby Ord estimates a 3% chance of an extinction-level pandemic this century; NASA says asteroid risk is near zero for 1,000 years. The post doesn't give a specific AI extinction probability, but notes many doomers held this narrative before deep learning took off, and researchers outside Silicon Valley largely see the fears as overblown.
#Anthropic#Harvard Center for Risk Analysis#NASA
editor take
NYT explains why AI-doom feels scarier than asteroids or pandemics—humans fear new risks more than familiar ones.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H0·K0·R1
02:51
12d ago
Hacker News Frontpage· rssEN02:51 · 09·11
LLM Visualizer: Build a Transformer from Scratch, Visually
An interactive tool that lets you build a Transformer layer by layer with real-time visualization. Great for developers who want to understand model internals without reading papers. The post doesn't disclose supported models or training data—it's purely about architecture visualization.
editor take
Build a Transformer layer by layer with live visualization—great before diving into papers.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K1·R0
02:49
12d ago
Hacker News Frontpage· rssEN02:49 · 09·11
What comes after Git? ERSC bets on a custom storage engine to handle agent-driven code scale
Steve Klabnik lays out ERSC's approach: keep the Git protocol but replace the storage layer with a custom engine. The trigger is agent-driven development ballooning repo sizes, branch counts, and merge contention. ERSC claims horizontal scalability and tenant isolation today. A future path would let Jujutsu (jj) clients talk a native protocol to the same engine, but the post says that work hasn't started and depends on upstream community interest. No launch date is given.
#Agent#Code#ERSC (East River Source Control)#Steve Klabnik
editor take
Keep Git protocol, swap the storage engine. ERSC claims horizontal scaling and tenant isolation, but no launch date yet.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R0
01:22
12d ago
Hacker News Frontpage· rssEN01:22 · 09·11
Benzi benchmarks code-fixing harnesses against Claude Code and DeepSeek on lines read, time, and cost
Benzi tested four setups on 24 real GitHub issues: Benzi with Sonnet or DeepSeek, Claude Code, and the DeepSeek native harness. The headline metric is source lines read per fix—Benzi + Sonnet read 9,125 lines total, Claude Code read 20,704, and the DeepSeek harness read 43,598. Cost-wise, Benzi + Sonnet spent $17.96 for all 24 bugs vs. $39.54 for Claude Code; Benzi + DeepSeek cost just $2.66. On SWE-bench Verified, Benzi resolved 78.2% of 500 issues at under 10¢ per fix. The post doesn't explain how Benzi's code intelligence achieves the lower read counts, and it doesn't break down latency details.
#Code#Benzi#Claude Code#DeepSeek
editor take
Benzi benchmarked four setups on 24 real GitHub bugs, tracking source lines read per fix: Benzi + Sonnet read 9,125 lines total vs. 20,704 for Claude Code and 43,598 for the DeepSeek harness. Costs...
HKR breakdown
hook knowledge resonance
open source
72
SCORE
H1·K1·R0
01:09
12d ago
AI HOT (Curated Pool)· aihot-apiZH01:09 · 09·11
Musk shares Grok summary of SpaceX CFO talk at Goldman Sachs conference
Elon Musk reposted a Grok Bot summary of SpaceX CFO Bret Johnsen's talk at the Goldman Sachs Communacopia conference. The post does not disclose the actual talking points.
#Elon Musk#SpaceX#Bret Johnsen
editor take
Musk reposted a Grok Bot summary of SpaceX CFO's talk, but the post doesn't say what the CFO actually said.
HKR breakdown
hook knowledge resonance
open source
15
SCORE
H0·K0·R0
00:54
12d ago
Hacker News Frontpage· rssEN00:54 · 09·11
Herdr Studio: A browser cockpit for your AI agent herd
Herdr Studio is an open-source browser client that gives you a visual workspace for all your AI agent terminals, files, diffs, and worktrees. It relies on the Herdr daemon to keep agent sessions alive even when your browser or laptop disconnects. Supports local and SSH connections, and can be installed as a PWA on mobile. The post doesn't spell out platform support beyond macOS and Linux install scripts.
#Herdr#Herdr Studio#GitHub#Open source
editor take
Open-source browser client that turns multiple agent terminals, files, and diffs into one visual workspace.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K1·R0
00:45
12d ago
Hacker News Frontpage· rssEN00:45 · 09·11
Run Opencode with Ollama on Mac: local LLMs for real dev work
Adam Lusted walks through setting up local LLMs on a MacBook Pro M5 (48GB) with Ollama, Opencode, and Docker Sandboxes. He pulls Qwen 3.8 27B and Gemma 4 31B, runs them inside sandboxes to prevent hallucinations from messing up the host. Each project needs a custom sbx kit with model configs and context limits (64K for Qwen, 256K for Gemma 4). Launch with sbx run opencode --kit and drop reasoning effort to low via /models. The post doesn't disclose actual coding performance metrics like accuracy or latency.
#Code#Ollama#Opencode#Docker
editor take
Adam Lusted sets up local coding assistants on an M5 Mac: Ollama pulls Qwen 3.8 27B and Gemma 4 31B, runs them in Docker sandboxes to stop hallucinations from trashing the host.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H0·K0·R0
00:00
12d ago
Computing Life · Share (鸭哥 research reports)· rssZH00:00 · 09·11
US DOJ backs fair use for AI training; DeepSeek bets on Huawei Ascend for inference
The US DOJ filed a statement arguing that training AI on copyrighted works is transformative fair use, separating training from output and invoking national security. The NYT pushed back; no appeals court has ruled yet. DeepSeek plans to deploy at least 160,000 Huawei Ascend 950DT chips in Inner Mongolia for inference only—training still relies on Nvidia. OpenClaw 2.0 shifts from personal assistant to team infrastructure with shared sessions, but permission boundaries are loose. Glassdoor data shows employee sentiment toward AI turned negative: positive mentions dropped from 81% in 2019 to 43% in 2026, and those mentioning AI in cons were 6x more likely to mention layoffs.
#US Department of Justice#OpenAI#New York Times
editor take
DOJ backs fair use for AI training but it's non-binding, DeepSeek plans 160K Ascend chips for inference only, OpenClaw shifts to teams with loose permissions, and Glassdoor shows employee AI sentim...
HKR breakdown
hook knowledge resonance
open source
78
SCORE
H1·K1·R1
00:00
12d ago
AI HOT (Curated Pool)· aihot-apiZH00:00 · 09·11
Together AI expands fine-tuning service with more models, live metrics, and finer controls
Together AI updated its fine-tuning service, adding models like DeepSeek V4 Pro, MiniMax M3, and Gemma 4 31B. Users can now see live training loss and accuracy curves without waiting for the job to finish. Finer controls include learning rate schedulers, optimizer parameters, and early stopping. The post doesn't disclose pricing or region availability, but the model list and feature descriptions are detailed.
#Fine-tuning#Together AI#DeepSeek V4 Pro#MiniMax M3
editor take
Together AI adds DeepSeek V4 Pro to fine-tuning with live loss curves, but no pricing disclosed.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H0·K1·R0
2026-09-10 · Thu
22:50
12d ago
Google Research Blog· rssEN22:50 · 09·10
ToolGrad: Efficient tool-use dataset generation with textual 'gradients'
Google Research introduced ToolGrad, a method that uses textual 'gradients' to auto-generate tool-use training data. When a model makes an API call error, the error feedback acts like a gradient signal to rewrite the conversation sample, iteratively improving data quality without heavy human labeling. The post walks through a weather-query example where an initial wrong answer gets corrected via API error feedback. No benchmark numbers or open-source repo are disclosed in the post.
#Google Research
editor take
Google Research uses API error messages as textual gradients to rewrite tool-use training samples, but no benchmarks or repo are disclosed.
HKR breakdown
hook knowledge resonance
open source
72
SCORE
H1·K1·R0
22:27
12d ago
● P1Financial Times · Technology· rssEN22:27 · 09·10
Anthropic safety system blocks scientists from using Claude for bioweapons development
Anthropic disclosed that its internal safety system intercepted two scientists attempting to use Claude to acquire bioweapons knowledge in July 2026. The system detected and blocked requests for pathogen modification, toxin production, and security evasion steps within 11 seconds. Anthropic reported the incident to law enforcement, calling it the first real-time AI intervention against bioweapons development. The post does not disclose the scientists' identities, affiliations, or which law enforcement agencies were involved.
#Anthropic#Claude
why featured
Featured · importance 96 · hook + knowledge + resonance
editor take
This is Anthropic's own report, not a leak. The bioweapons angle got the most press, but it's one of seven case studies in the original doc — don't read this as 'Claude can build bioweapons now.'
sharp
The source is Anthropic's biannual threat intel report, published today. FT and HN are both covering it, but all three are working off the same official document. The bioweapons headline grabbed attention, but in the actual report it's one of seven sections, and it doesn't get more space than the others. The report says Anthropic's safety team detected and blocked some scientists attempting to use Claude for biological misuse. No details on how far they got or how much the model actually helped. I'd read this as proactive reputation management — signaling to regulators and the public that 'we're watching, we can stop this' — rather than an emergency disclosure of a new threat. The more interesting part is the 'uplift' framework they introduce: measuring how much AI helps attackers across speed, scale, and depth. That's a useful lens, but right now we only have the summary page. I haven't gone through the full PDF yet.
HKR breakdown
hook knowledge resonance
open source
96
SCORE
H1·K1·R1
21:25
12d ago
The Verge · AI· rssEN21:25 · 09·10
Slack can now vibe-code interactive charts and reports inside chats
Slack launched Surfaces, letting you describe a tool to Slackbot in chat and get an interactive chart, dashboard, or report in return. It brings vibe coding into workplace messaging so you can build a data view without switching tools. The post doesn't disclose the rollout timeline, which paid plans get it, or which model powers it.
#Code#Slack#Salesforce
editor take
Slack Surfaces lets you describe a chart in chat and get an interactive one back — vibe coding for workplace data.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K0·R1
21:00
12d ago
Bloomberg Technology· rssEN21:00 · 09·10
Japanese Startup Says Robot-Armed Homes Beat Humanoids at Chores
A Japanese startup argues that fixed robot arms in homes outperform humanoids for chores. Inspired by Iron Man, they install arms in kitchens and bathrooms for lower cost and more stable operation. The post doesn't disclose pricing or release timeline, but the idea is to adapt the environment to the machine, not the other way around.
editor take
A Japanese startup argues fixed robot arms in kitchens beat humanoids for chores—cheaper and more stable.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K1·R0
20:57
12d ago
● P1TechCrunch AI· rssEN20:57 · 09·10
Anthropic report accuses Alibaba, Moonshot AI, and DeepSeek of systematic model distillation
Anthropic published a report accusing Alibaba, Moonshot AI, and DeepSeek of systematically using Claude outputs to train their own models. It calls these 'distillation attacks' and provides specifics: Alibaba's Qwen team used 1,040 preference pairs to teach a smaller model Claude's answering style; DeepSeek ran large-scale API calls through AWS and GCP from September 2025 to January 2026. Anthropic says the abuse started in mid-2024 and escalated recently. The post does not disclose how Anthropic detected the activity or any response from the three companies.
#Anthropic#Alibaba#Moonshot AI
why featured
Featured · importance 98 · hook + knowledge + resonance
editor take
Anthropic published a threat intel report naming Alibaba, Moonshot AI, and DeepSeek for systematically distilling Claude. Both sources are relaying the same report; no response from the named compa...
sharp
The source here is Anthropic's own threat intelligence report released Thursday. Both TechCrunch and AIhot are relaying the same document, so everything we're seeing right now is Anthropic's side of the story. The report claims Alibaba, Moonshot AI, and DeepSeek have been running increasingly sophisticated distillation campaigns—essentially using Claude's outputs to train their own models at scale. Anthropic says the attacks escalated in recent months, but I haven't seen specific timelines or data volumes in the coverage. I'd discount this a bit. Anthropic dropped this report right as US export control policy debates are heating up, and the document reads as much like a policy brief as a technical disclosure. Distillation via API outputs is also a legal gray area—it violates terms of service if the terms say so, but it's not the same as hacking into systems. What's missing: responses from Alibaba, Moonshot, and DeepSeek, plus any independent technical verification. If no one else corroborates, this looks more like public pressure than a neutral incident report.
HKR breakdown
hook knowledge resonance
open source
98
SCORE
H1·K1·R1
20:15
12d ago
Bloomberg Technology· rssEN20:15 · 09·10
Oracle cloud sales more than double, beating estimates on AI demand
Oracle's quarterly cloud revenue hit $6.4B, more than doubling YoY and beating the $6B estimate. CEO Safra Catz attributed the jump to GPU demand for AI model training. The company raised its full-year guidance and shares rose ~5% after hours. The post doesn't break out IaaS vs SaaS contributions or clarify whether GPU supply constraints have eased.
#Oracle#Safra Catz
editor take
Oracle cloud revenue doubled to $6.4B, CEO credits GPU demand from AI training.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K0·R0
19:50
12d ago
TechCrunch AI· rssEN19:50 · 09·10
Meta's AI agent Muse hits No. 2 on the US App Store
Meta's new AI agent app Muse has been downloaded over 83,000 times on iOS in the US, pushing it to No. 2 on the App Store's Top Charts. That's a solid start, but it's a slower launch compared to Meta's earlier apps like Threads and Meta AI. The app is US-only for now; the post doesn't disclose Android numbers, DAU, or retention.
#Agent#Meta#Muse#Sensor Tower
editor take
Muse hit No. 2 in the US App Store with 83K iOS downloads, but that's a slower start than Threads or Meta AI, and no Android or retention numbers yet.
HKR breakdown
hook knowledge resonance
open source
72
SCORE
H1·K0·R1
19:44
12d ago
The Verge · AI· rssEN19:44 · 09·10
Schools are catching onto Big Tech’s playbook
US schools embraced tech-backed coding curricula quickly, but AI tools face more scrutiny. Educators are questioning the real impact and commercial motives behind AI in classrooms. The post doesn't name specific companies or products being rejected.
#The Verge#Policy
editor take
US schools that once welcomed coding curricula now question AI tools' impact and commercial motives.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H1·K0·R1
19:39
12d ago
Bloomberg Technology· rssEN19:39 · 09·10
Apple's First Foldable iPhone Duo Impresses in Hands-On: Strong Hardware, Even Better Software
Bloomberg's hands-on review of Apple's first foldable, the iPhone Duo, praises its solid hardware but says the software is the real standout. The post does not disclose price, release date, or durability test results. It confirms a book-style fold with a near-tablet-sized inner screen. The reviewer highlights native split-screen multitasking and cross-screen drag-and-drop as smoother than current Android foldables.
#Apple#Bloomberg
editor take
Bloomberg's hands-on says iPhone Duo's software beats its hardware, but no price or release date yet.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H1·K0·R0
19:03
12d ago
Hacker News Frontpage· rssEN19:03 · 09·10
Genuine Creativity Is Your New Moat
AI makes copying fast and easy, but real competitive edge comes from new ideas. The post uses the Flash era as an example: tons of experimentation and bad ideas led to genuinely good ones. Today's web is standardized and functional but boring. The author argues that the habit of inventing new things is more valuable than ever.
#InventBuild.Studio#Mutant Media#Macromedia Flash
editor take
Flash era shows: AI copies anything instantly, but genuine new ideas are the only real moat.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H1·K0·R1
17:45
12d ago
TechCrunch AI· rssEN17:45 · 09·10
India's Pocket FM doubles revenue run rate to $500M as AI powers 93% of audio content
Indian audio storytelling platform Pocket FM doubled its annualized revenue run rate to $500M. AI now powers 93% of its catalog and 99% of new content. CEO Rohan Nayak says generative AI cuts production cost by roughly 80x. The post doesn't specify which models or tools are used, but makes clear AI has shifted from assistive to core production.
#Pocket FM#Rohan Nayak
editor take
Pocket FM hit $500M revenue run rate with 93% of audio content AI-generated, cutting production cost by 80x.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H1·K0·R0
17:04
12d ago
● P1Hacker News Frontpage· rssEN17:04 · 09·10
Anthropic says its safety systems blocked attempts to obtain bioweapons knowledge
Anthropic published a threat intelligence report claiming its safety systems detected and blocked users attempting to use Claude for bioweapons knowledge. The post doesn't disclose technical details, number of users involved, or timeline. Only the headline and snippet are available—I'd wait for the full report before assessing how effective the blocking actually was.
#Safety#Anthropic#Claude
why featured
Featured · importance 92 · hook + resonance
editor take
Anthropic self-reports blocking bio-weapons misuse attempts but names no actors or pathogens — I'd treat this as a safety posture statement, not a verifiable enforcement record.
sharp
Anthropic dropped a threat intelligence report Thursday, covered by HN and the NYT with identical angles — makes sense, since the source is Anthropic itself. The headline grabber: they blocked scientists from using Claude for dangerous bio research over the past eight months, including a May case where someone wanted help designing chikungunya virus mutations to make it nastier in animals, at what Anthropic says was a military research institution. I'd discount this a bit. Anthropic didn't name the researchers, institutions, countries, or specific pathogens — their reasoning is that they can't be sure of intent, which is fair since vaccine research and weaponization look similar early on. But it also means zero independent verification. The other abuse cases in the report (Chinese/Iranian/Russian surveillance ops, Russian propaganda using Claude for Moldovan election disinfo) echo disclosures we've seen from other AI labs before — not new. The part I'm actually watching: Anthropic admitted their old models were assessed as incapable of meaningfully assisting dangerous bio research, but current models are now capable enough that they had to tighten safety guardrails. That capability-risk co-escalation is the real signal here, more than any single blocked account.
HKR breakdown
hook knowledge resonance
open source
92
SCORE
H1·K0·R1
16:35
12d ago
Financial Times · Technology· rssEN16:35 · 09·10
Say goodbye to the SaaSpocalypse and hello to the RenaiSaaS
FT argues the SaaS industry is moving from 'SaaSpocalypse' fear to 'RenaiSaaS' optimism. Early AI threat narratives predicted AI would kill software subscriptions, but instead AI has spawned new SaaS categories like AI agents and vertical tools. The piece suggests traditional SaaS firms that embed AI into products—not just wrap APIs—can raise prices or improve retention. The post does not cite specific companies or data, but its core claim: AI is not the end of SaaS, but the catalyst for the next growth cycle.
#Financial Times
editor take
FT argues AI spawned new SaaS categories instead of killing subscriptions, but no specific companies or data cited.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H1·K0·R1
16:30
12d ago
NVIDIA Blog· rssEN16:30 · 09·10
Skild AI uses NVIDIA Physical AI to teach robots new tasks from a single video
Skild AI unveiled S1, a robot foundation model that learns new tasks from a single human demo video. It uses NVIDIA Isaac Sim to generate large-scale synthetic data, combined with a small amount of real teleoperation data. S1 achieves over 90% success on grasping, door opening, and bottle cap twisting, and adapts to new robot bodies with 5 minutes of fine-tuning. The post doesn't disclose model size or pricing.
#Skild AI#NVIDIA#NVIDIA Isaac Sim
editor take
Skild AI's S1 learns grasping, door opening, and bottle twisting from a single human video, hitting >90% success and adapting to new bodies in 5 minutes. No model size or pricing disclosed, so I'd ...
HKR breakdown
hook knowledge resonance
open source
72
SCORE
H1·K1·R0
16:00
12d ago
OpenAI Blog· rssEN16:00 · 09·10
Using ChatGPT and Codex to search genomes for new antibiotics
César de la Fuente's lab uses AI to scan genomes of living and extinct organisms for antimicrobial molecules. Their deep-learning models cut candidate search from years to hours; ChatGPT and Codex help write code, process data, and bridge disciplines. About 5 million deaths in 2021 were linked to bacterial antimicrobial resistance, projected to double by 2050. The post doesn't disclose specific candidates found or clinical progress.
#Code#OpenAI#César de la Fuente
editor take
Penn lab uses AI to scan genomes of living & extinct species for antimicrobials; ChatGPT and Codex help write code and bridge disciplines.
HKR breakdown
hook knowledge resonance
open source
50
SCORE
H0·K0·R0
15:49
12d ago
AI HOT (Curated Pool)· aihot-apiZH15:49 · 09·10
WorkBuddy Launches DeepSeek V4.1-Flash with Two-Week Free Trial
WorkBuddy now offers DeepSeek V4.1-Flash on its platform with a two-week free trial. The model is available via DeepSeek API and supports native multimodal input. The post doesn't spell out improvements over prior versions or pricing.
#Multimodal#WorkBuddy#DeepSeek
editor take
WorkBuddy adds DeepSeek V4.1-Flash with a 2-week free trial, but no speed or pricing details vs prior versions.
HKR breakdown
hook knowledge resonance
open source
55
SCORE
H0·K0·R0
15:38
12d ago
The Verge · AI· rssEN15:38 · 09·10
Universal Music and ElevenLabs launch an official AI music platform
Universal Music Group and ElevenLabs are building an AI music platform that lets users create remixes, mashups, and new versions using UMG-licensed artist voices and songs. All outputs will be labeled as AI-generated, and artists can opt out. The post doesn't disclose launch date, pricing, or the initial catalog size. Worth watching for the licensing model, but the actual product experience is still unknown.
#Universal Music Group#ElevenLabs
editor take
UMG and ElevenLabs are building an officially licensed AI remix platform with opt-outs and AI labels, but launch date, pricing, and catalog size are still missing.
HKR breakdown
hook knowledge resonance
open source
72
SCORE
H1·K0·R1

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