ax@ax-radar:~/curated $ grep -l 'curated=true' sources/
41 srcsignal 72%cycle 04:32

curated · 2026-05-21

32 items · updated 3m ago
2026-05-21 · Thu
19:52
22d ago
AI HOT (Curated Pool)· aihot-apiZH19:52 · 05·21
Gemini expands app connections with support for more services
Gemini added connections to three apps—OpenTable, Canva, and Instacart—for restaurant booking, flyer creation, and grocery ordering; the post does not disclose rollout regions, account requirements, or invocation conditions.
#Agent#Tools#Gemini#OpenTable
why featured
HKR-K passes because the post names 3 concrete Gemini app connections. HKR-H/R are weak: rollout, invocation rules, and ecosystem implications are not disclosed, so this stays a small product update in all.
editor take
Gemini added OpenTable, Canva, and Instacart; rollout and invocation rules are undisclosed, so don’t call it a reliable agent yet.
HKR breakdown
hook knowledge resonance
open source
64
SCORE
H0·K1·R0
19:46
22d ago
AI HOT (Curated Pool)· aihot-apiZH19:46 · 05·21
Google DeepMind launches AI climate accelerator in Asia-Pacific
Google DeepMind launched its first Asia-Pacific AI for the Planet accelerator, a three-month program for startups, research teams, and nonprofits; the snippet says selected groups receive expert guidance, tailored support, and access to Google AI models, but does not disclose cohort size or funding terms.
#Google DeepMind#Google#Product update
why featured
HKR-K passes via the three-month APAC AI climate accelerator detail. HKR-H/R are weak, and this is not a model, product, or research release, so it stays in all.
editor take
Google DeepMind launched a 3-month APAC climate accelerator; cohort size and funding are undisclosed, so this smells like Gemini pipeline-building.
HKR breakdown
hook knowledge resonance
open source
60
SCORE
H0·K1·R0
19:16
22d ago
AI HOT (Curated Pool)· aihot-apiZH19:16 · 05·21
Viggle launches 3D party fighting game Fight Anyone 3D
Viggle launched Fight Anyone 3D, a 3D party fighting game where users upload any photo to create a playable fighter with voice, personality, and signature moves; the public beta is free and includes 20 gift cards, while the post does not disclose supported platforms or model details.
#Multimodal#Vision#Viggle#Product update
why featured
HKR-H/K/R pass, but this is a small consumer game launch from Viggle. The post gives mechanics and beta terms, not model capability, usage scale, or business data, so it stays in the 60–71 band.
editor take
Viggle turns any photo into a fighter, but platform and model details are undisclosed; smells like a viral demo with IP trouble nearby.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
19:16
22d ago
AI HOT (Curated Pool)· aihot-apiZH19:16 · 05·21
Cloudflare CEO on How He Chooses Which Employees to Replace with AI
Cloudflare’s CEO wrote in WSJ about how the company decides which employees to replace with AI; the post discloses the May 21, 2026 publication date and 100 Hacker News upvotes, but does not disclose role criteria or replacement rates.
#Agent#Cloudflare#WSJ#Hacker News
why featured
HKR-H and HKR-R pass: a Cloudflare CEO essay on replacing workers with AI has clear tension. HKR-K fails because the body gives no criteria, replacement rate, or operating detail.
editor take
Cloudflare’s CEO disclosed a May 21, 2026 op-ed, not role criteria or replacement rates; smells like management theater.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K0·R1
18:33
22d ago
AI HOT (Curated Pool)· aihot-apiZH18:33 · 05·21
Codex Thursday update: Appshots launches
OpenAI Devs launched Appshots in a Codex Thursday update; Mac users can press Command-Command to attach an app window’s screenshot and text, including off-screen content, to a Codex thread.
#Code#Tools#OpenAI#Product update
why featured
This is a small OpenAI Codex product update with a clear mechanism, not a major capability release. HKR-H and HKR-K pass, HKR-R is weak, so it fits the 60–71 band.
editor take
Appshots is live for Mac plans; Command-Command grabs screenshots plus hidden text, so Codex is now ingesting desktop context.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R0
17:43
22d ago
AI HOT (Curated Pool)· aihot-apiZH17:43 · 05·21
How Partners Are Using Opus for Cybersecurity
Wiz, Palo Alto Networks, and Accenture use Claude Opus for cybersecurity testing: Wiz runs weekly tests on more than 150,000 production assets, while Accenture expanded coverage to 1,600 applications and over 500,000 APIs.
#Agent#Code#Tools#Anthropic
why featured
Triggers hard-exclusion-5: the core is a partner case study on Wiz, Palo Alto Networks, and Accenture using Claude Opus. Concrete scale numbers help HKR-K/R, but it remains vendor marketing and is capped below 40.
editor take
Claude Opus now touches 150K production assets and 500K APIs; security AI is becoming coverage math, not demo exploits.
HKR breakdown
hook knowledge resonance
open source
39
SCORE
H0·K1·R1
17:32
22d ago
AI HOT (Curated Pool)· aihot-apiZH17:32 · 05·21
Checking the Math Behind OpenAI and Anthropic's Latest Moves
The post says Claude 3.5 Sonnet beat GPT-4o on multiple benchmarks and cut API prices by 50%, while OpenAI exceeded $1 billion in quarterly enterprise revenue, but it does not disclose the benchmark names, test conditions, or revenue sourcing.
#Benchmarking#Inference-opt#OpenAI#Anthropic
why featured
HKR-H/K/R are present but thin: two top labs, a 50% price figure, and model-cost rivalry. Missing benchmark details, test setup, and revenue sourcing keep it in the 60–71 commentary band.
editor take
OpenAI’s model found an 80-year conjecture counterexample; cost is undisclosed, so I won’t call this general intelligence.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
16:35
22d ago
AI HOT (Curated Pool)· aihot-apiZH16:35 · 05·21
Gemini Daily Brief organizes daily to-dos
Gemini introduced Daily Brief to proactively organize important items into a to-do list; the post does not disclose rollout scope, trigger mechanism, pricing, or supported languages.
#Agent#Memory#Gemini#Product update
why featured
HKR-K passes because Gemini Daily Brief adds a concrete assistant action: proactive to-do creation. HKR-H/R are weak; rollout, trigger mechanism, pricing, and languages are not disclosed.
editor take
Gemini added Daily Brief, but trigger rules are undisclosed; without Calendar/Gmail boundaries, this smells like entry-point packaging.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H0·K1·R0
16:33
22d ago
AI HOT (Curated Pool)· aihot-apiZH16:33 · 05·21
Google Launches Gemini for Home for Service Providers and Hardware Partners
Google launched Gemini for Home as a full-stack smart-home AI offering for service providers and hardware partners, with camera intelligence, natural-language queries, activity summaries, reference designs, and APIs; the post does not disclose pricing, launch timing, or supported hardware lists.
#Vision#Tools#Google#Gemini
why featured
HKR-K/R pass: the post names concrete home-AI capabilities and APIs, and touches smart-home platform competition. Missing price, launch timing, and hardware list keep it in the 60–71 band.
editor take
Google hands Gemini for Home to AT&T-style channels; pricing and hardware lists are missing, so this smells like Android certification for smart homes.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H0·K1·R1
16:05
22d ago
AI HOT (Curated Pool)· aihot-apiZH16:05 · 05·21
Shoplift by PixVerse Quickly Generates Platform-Native Ad Videos
PixVerse launched Shoplift for DTC teams, letting users paste a product URL and publish platform-native ad videos within minutes; the post offers free early access and a 72-hour promotion that gives 300 credits for reposting, following, and replying.
#Tools#PixVerse#Product update
why featured
HKR-K passes on concrete workflow and promo terms, while HKR-H/R are weak. This is a small vendor product tweet with early-access marketing, so it stays low-value/all rather than featured.
editor take
PixVerse Shoplift discloses URL-to-ad-video and 300 credits; no samples, pricing, or ROAS, so I’m filing it as acquisition funnel.
HKR breakdown
hook knowledge resonance
open source
54
SCORE
H0·K1·R0
16:01
22d ago
AI HOT (Curated Pool)· aihot-apiZH16:01 · 05·21
Replit Enterprise is now available for self-service purchase
Replit opened self-service purchasing for Replit Enterprise, letting users buy the plan, configure SSO and SCIM, and start team development within minutes; the post does not disclose pricing or seat limits.
#Code#Replit#Product update
why featured
HKR-K passes: Replit adds a concrete Enterprise self-serve purchase flow with SSO/SCIM setup. HKR-H/R are weak because pricing, seat limits, and capability changes are not disclosed, so this stays in the low-value product-update band.
editor take
Replit Enterprise now sells self-serve in minutes. Pricing and seat limits are undisclosed; procurement friction drops, budget risk stays hidden.
HKR breakdown
hook knowledge resonance
open source
54
SCORE
H0·K1·R0
14:29
22d ago
AI HOT (Curated Pool)· aihot-apiZH14:29 · 05·21
Krea 2 launches LoRA fine-tuning system
Krea introduced a LoRA fine-tuning system for Krea 2 beta, saying users can train specific styles, objects, or characters; the post does not disclose dataset size, pricing, training time, or rollout scope.
#Fine-tuning#Krea#Product update
why featured
HKR-K passes because Krea 2 beta adds LoRA tuning for styles, objects, and characters. Missing price, training time, data requirements, and rollout scope keep it in the small product-update band.
editor take
Krea 2 beta added LoRA; pricing, training time, and dataset size are undisclosed, so don't treat this as reproducible yet.
HKR breakdown
hook knowledge resonance
open source
63
SCORE
H0·K1·R0
09:05
23d ago
● P1AI HOT (Curated Pool)· aihot-apiZH09:05 · 05·21
Meituan Open-Sources LongCat 1.5 Audio-Driven Digital Human Video Framework
Meituan LongCat released the open-source LongCat-Video-Avatar-1.5 framework for audio-driven digital human video generation, using a Whisper-Large audio encoder and DMD2 step distillation to run inference in 8 steps.
#Multimodal#Audio#Vision#Meituan
why featured
HKR-K and HKR-R pass via concrete architecture and cost hooks, but HKR-H is weak. Single-source open-source avatar update lacks benchmark proof or broad industry impact, so it stays in all.
editor take
Meituan open-sourced its avatar video framework v1.5 under MIT license, but both sources just relay the HuggingFace page — no independent benchmarks yet.
sharp
Meituan's LongCat team bumped their audio-driven avatar framework from 1.0 to 1.5, dropped it on HuggingFace under MIT license — fully commercial-use friendly. Both sources covering this are pulling from the same model card, so we're looking at a single official release, not independent validation. The page emphasizes "extreme empirical optimization" and "production-readiness," which suggests this update is more about deployment efficiency and real-world reliability than chasing benchmark scores. It ships with Diffusers and Transformers support, and the code snippets look straightforward to get running. Where I'd hold off: the human evaluation results and preview gallery are all first-party. No side-by-side comparisons with HeyGen, SadTalker, or other avatar pipelines yet. If you're evaluating this for a project, run it on some Chinese audio yourself — lip-sync quality and expression naturalness in the wild are what actually matter.
HKR breakdown
hook knowledge resonance
open source
86
SCORE
H0·K1·R1
08:52
23d ago
● P1AI HOT (Curated Pool)· aihot-apiZH08:52 · 05·21
Tencent open-sources Hy-MT2 multilingual translation model supporting 33 languages
Tencent open-sourced the Hy-MT2 multilingual translation model with support for translation across 33 languages; its 1.8B version uses AngelSlim 1.25-bit quantization, occupies 440 MB of storage, and runs locally on mainstream mobile chipsets.
#Inference-opt#Tencent#Hy-MT2#AngelSlim
why featured
HKR-H/K/R all pass: Tencent gives a specific edge-AI hook with 33 languages, 1.25-bit quantization, and a 440MB phone-local build. Benchmarks, latency, and license terms are not disclosed, so it stays below major flagship releases.
editor take
Tencent open-sourced Hy-MT2, a multilingual translation model in 30B, 7B, and 1.8B sizes covering 33 languages. Only headlines and a Reddit post so far — no technical report or benchmark comparison...
sharp
Tencent dropped Hy-MT2, a translation model family with 30B, 7B, and 1.8B variants covering 33 languages. Two sources picked this up — a Chinese AI news headline and a Reddit r/LocalLLaMA post — but the Reddit thread is behind a 403 block, so there's no community discussion to read. I'd take this with a grain of salt for now. A 30B open-source translation model is genuinely interesting, but the gaps are big: no technical report, no benchmarks against NLLB or Seamless, no list of which 33 languages are supported, no training data details, no inference speed numbers. Both sources seem to be echoing the same official announcement rather than doing independent testing. If you're shopping for an open translation model, watch for the model card to drop — especially whether your target languages are in that 33. Right now all we can confirm is "Tencent released something." The actual quality is still unknown.
HKR breakdown
hook knowledge resonance
open source
90
SCORE
H1·K1·R1
08:02
23d ago
AI HOT (Curated Pool)· aihot-apiZH08:02 · 05·21
AI Sharply Lowers the Barrier to Game Development
Grok demonstrated a four-step game asset workflow: generate a character image from a prompt, convert it to an animation video, assemble a spritesheet, then import it into Unity or Godot.
#Agent#Multimodal#Tools#Grok
why featured
HKR-H/K/R all pass: the demo has a clear four-step workflow and a creator-cost angle. Impact stays in 60–71 because it is a single demo post, not a model release or platform update.
editor take
Grok shows a 4-step asset flow, but no failure rate; minutes-versus-days reads like prototyping speed, not production pipeline proof.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
07:33
23d ago
AI HOT (Curated Pool)· aihot-apiZH07:33 · 05·21
Google SVP Manyika Says AI Will Not Destroy the Job Market in the Short Term
Google SVP James Manyika rejected predictions of mass unemployment, citing a 2017 McKinsey report that automation produces three outcomes: job losses, new roles, and redefined existing roles.
#Google#James Manyika#McKinsey#Commentary
why featured
HKR-H and HKR-R pass: a Google executive counters the job-loss narrative, and employment anxiety resonates. HKR-K is weak: the post gives a three-part framework but no numbers or fresh evidence, so it stays in the 60–71 band.
editor take
Manyika kills the “50% jobs gone in two years” panic; no sector split disclosed, so this reads like Google cooling risk talk.
HKR breakdown
hook knowledge resonance
open source
64
SCORE
H1·K0·R1
03:00
23d ago
AI HOT (Curated Pool)· aihot-apiZH03:00 · 05·21
First 100% AI-generated film debuts at Cannes, targets 2026 theatrical release
The AI film project RAPHAEL debuted at Cannes, developed by Mateo AI Studio and MBC C&I, using the Kling AI video model throughout production and targeting a theatrical release in 2026.
#Multimodal#Vision#Kling AI#Mateo AI Studio
why featured
HKR-H/K/R all pass, but the source is Kling’s own X post and discloses only project, partners, and 2026 theater target. No runtime, workflow, distributor, or verification; score stays below featured.
editor take
RAPHAEL used Kling AI end-to-end and targets 2026 theaters; no runtime, budget, or human post details, so 100% AI needs discounting.
HKR breakdown
hook knowledge resonance
open source
70
SCORE
H1·K1·R1
02:36
23d ago
AI HOT (Curated Pool)· aihot-apiZH02:36 · 05·21
SenseTime Leads China Computer Vision Market for Ten Consecutive Years
IDC ranked SenseTime first in China’s computer vision market for ten consecutive years, and the post says its overseas business covers 12 international regions and serves more than 500 enterprise customers.
#Vision#Multimodal#SenseTime#IDC
why featured
HKR-K passes on the IDC and customer-count figures, but HKR-H/R fail. The post is brand-positioning PR with no product, model, or methodology detail, so hard-exclusion-pure-marketing caps it below 40.
editor take
IDC gives SenseTime 10 years at No.1 in China CV; only an RSS snippet, no share or methodology disclosed.
HKR breakdown
hook knowledge resonance
open source
35
SCORE
H0·K1·R0
02:28
23d ago
AI HOT (Curated Pool)· aihot-apiZH02:28 · 05·21
Open-source Suno skill generates AI music in arbitrary styles
The open-source Suno skill generates songs in user-specified styles from simple prompts, charges $10 per month, adds retrieval for nearly 6,000 music styles, and supports passwordless invocation through Google CDP.
#Audio#Tools#Suno#Google
why featured
HKR-H and HKR-K pass: the hook is one-click any-style music, with $10/month, nearly 6,000 styles, and CDP calls. It remains a Suno-adjacent utility update, so it stays below featured.
editor take
Suno skill adds ~6,000 style retrievals at $10/month; the passwordless Google CDP path smells like policy and ban risk.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R0
00:00
23d ago
AI HOT (Curated Pool)· aihot-apiZH00:00 · 05·21
SpaceX’s Infinite Ambition: An AI Conglomerate
SpaceX generated $18.7 billion in 2025 revenue; Starlink contributed 61% of revenue and delivered a 39% operating margin.
#SpaceX#Starlink#xAI#Commentary
why featured
HKR-H/K/R all register: the angle ties SpaceX, Starlink, and xAI into one capital story with revenue and margin numbers. AI-product mechanics are not disclosed, so this stays in the 60–71 band.
editor take
Starlink delivered 61% of 2025 revenue and 39% margin; I don’t buy the “AI conglomerate” framing yet.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
00:00
23d ago
STILL DEVELOPING · 1dAI HOT (Curated Pool)· aihot-apiZH00:00 · 05·21
Using Grok in OpenCode
xAI integrated Grok into the open-source coding tool OpenCode; SuperGrok or X Premium users can authenticate via Grok OAuth and use the Grok Build model.
#Agent#Code#Tools#xAI
why featured
HKR-K and HKR-R pass via the OAuth access path and coding-toolchain relevance. HKR-H misses, and the post lacks capability benchmarks, pricing changes, or hands-on results, so it stays in the 60–71 band.
editor take
xAI put Grok Build in OpenCode; OAuth and install steps are disclosed, quotas aren't, so distribution beats capability here.
HKR breakdown
hook knowledge resonance
open source
64
SCORE
H0·K1·R1

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