Doorbraak-radar
Wat staat op punt te breken
Elk AI-thema doorloopt een vaste keten: het begint in wetenschappelijke papers, krijgt een implementatie bij developers, en breekt pas daarna door in het nieuws. Wij volgen elk thema door die keten — en meten hoeveel voorsprong we op de mainstream media hebben. De middelste kolom is waar het gebeurt: sterk in expert-bronnen, nog niet in de mainstream.
Laatst bijgewerkt: 21 jul 2026 · 14-daags venster
Niet alleen een model — we hebben het teruggemeten. Over de afgelopen60 dagen vlagden we 49 thema's als "staat op punt te breken". Hiervan brak 5 daadwerkelijk door in de mainstream media binnen 14 dagen:
10%brak echt door
7.8dgem. voorsprong op de mainstream media
12dgrootste voorsprong
49gescoorde calls
In de wetenschapArXiv-papers — het vroegste signaal9
github▲ 65/5 bronnen
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- 📰 “IA rebelde” da OpenAI aprende sozinha a trapacear e preocupa pesquisadores
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dify▲ 1.42/5 bronnen
- 📰 San Francisco Demands Apple, Google Remove 13 Nudify Apps From App Stores
- 📰 Apple e Google banem apps que usam IA para criar nudes falsos após polêmica
- 🚨 A Chinese lab just shipped a frontier AI model that rivals the best in the world at a fraction of the cost. Moonshot
synthetic data▲ 1.11/5 bronnen
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- 📄 Learning from Synthetic Data without Model Collapse in Iterative Instruction Tuning
- 📄 Environment-free Synthetic Data Generation for API-Calling Agents
react▲ 0.31/5 bronnen
- 📰 React Nedir?
- Had an absolute blast at AgentCon Bangalore! ⚡ The energy was incredible, but what really set the tone was the opening
gru▲ 0.71/5 bronnen
- 📄 TAPAS: Throughput-adaptive Perception for Autonomous Systems
yolo▲ 1.41/5 bronnen
- 📄 AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots
gan▲ 1.31/5 bronnen
- 📄 Boundary-Seeking GAN-Augmented TabTransformer for Adversarially Robust Intrusion Detection
fineweb▲ 0.31/5 bronnen
- 📄 Mobius Learning: Cyclic Depth Folding in Transformers
videomamba▲ 1.11/5 bronnen
- 📄 VideoSEMA: a scalable and efficient Mamba-like attention for video understanding
Developers pakken opGitHub, HackerNews, HuggingFace10
ai bubble▲ 6.92/5 bronnen
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- 🦋 HUGE news from China last night, and I have a comprehensive analysis of its implications for the AI
flux▼ 2.42/5 bronnen
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- 🤗 M3st3rJ4k3l/FLUX.2-Klein-Multi-LoRA
lovable▼ 4.72/5 bronnen
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royinprogress▲ 1.71/5 bronnen
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- ❤️ @RoyInProgress Curo helps you build with AI without the chaos. Instead of wasting credits and time f
- ❤️ @RoyInProgress My tool can make you a superhero ðª https://t.co/4T1Abm7bqB
ai code▲ 5.11/5 bronnen
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- 📄 Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data
- 🦋 Boris Cherny’s 5 stages of AI adoption for software teams: Gated: Restricted access to AI. Assisted
midjourney▲ 21/5 bronnen
- ❤️ Midjourney + GPT Image 2 + Seedance 2.0 - Prompt Share Zero Trace 1. Generate the character. - Midjo
- ❤️ GPT Image 2 + Seedance 2.0 - Prompt Share Created on @MartiniArt_ Workflow: Create a character with
cuda▼ 3.91/5 bronnen
- 📰 Nvidia has shipped 'hundreds of thousands of Grace standalone servers’ — GPU firm pivots messaging as CPUs take center s
seedance▲ 1.41/5 bronnen
- Chinese AI labs are doing serious numbers. I looked up all the reported and leaked numbers of the 5 big independent lab
- おはようございます☀️ 青い光が降りそそぐ場所で—— 天使の小さな演奏会です。 忙しい心も、今だけはそっとひと休み。 やさしい音色と一緒に、 穏やかな時間を過ごしてくださいね。 この動画は CapCut AI の Seedance Fa
- Have a good Thursday morning, everyone! ☕️🧸 Made with the Seedance 2.0 model through @Hailuo_AI! #Thursdayvibes #Thurs
revops▲ 1.31/5 bronnen
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- ❤️ Nobody is talking about this. But it's the largest free GTM plugin library ever built for Claude Cod
voice cloning▲ 1.11/5 bronnen
- 🦋 If it feels like it’s getting harder and harder to avoid being scammed, that’s because it is. In t
- ❤️ ElevenLabs just lost its moat 𤯠They charges $5 to $99/month for AI voice cloning. Their Business
Staat op punt te brekenSterk signaal — de mainstream media heeft het nog niet10
⚡ Het alpha-venster
gemini▲ 61.45/5 bronnen51% voorsprong
- here's an actual real time realistic 3D ocean simulation I wrote a few years ago without AI just by reading some papers.
- SpongeBob unveils zodiac signs as SpongeBob characters: • SpongeBob - Gemini • Patrick - Sagittarius • Sandy - Aries •
- 😎😎 📸 : @gemini_ti https://t.co/vTWa4Kq44H
mcp▲ 34.75/5 bronnen65% voorsprong
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- 📺 I Built an AI GTM Engine Inside Make.com (Full Breakdown)
- 📺 Reduce Claude Code Hallucinations With This Tool
lora▲ 5.45/5 bronnen80% voorsprong
- 📰 Garmin acaba de entrar en el terreno de Whoop con la nueva CIRQA. Ha elegido atacar justo donde más duele
- 📰 I Tried Fine-Tuning a Robot AI Model on Colab. Here Is What Worked
- 📰 Pixel 11 Pro, Google si lascia scappare un'immagine ufficiale
qwen▼ 24.95/5 bronnen87% voorsprong
- 📰 Alibaba Qwen 3.8 Max Shows China Closing in on U.S. Models
- China's open models are coming for Fable 🤯 The gap is smaller than anyone admits. In today's Atlas Newsletter: → NVID
- It’s no secret that different people prefer different models. But what do those preferences look like across age? Or pro
deepseek▼ 19.65/5 bronnen56% voorsprong
- 📰 Kimi K3 rocks the AI industry as Moonshot AI undercuts closed-source American competitors on price — but the huge 2.8T o
- 📰 Another ‘DeepSeek moment’? What China’s Kimi K3 means for the global AI industry
- Software is the force multiplier behind AI infrastructure. Every optimization compounds → more throughput, lower cost pe
llama▼ 2.65/5 bronnen65% voorsprong
- 📰 Garmin acaba de entrar en el terreno de Whoop con la nueva CIRQA. Ha elegido atacar justo donde más duele
- 📰 "¿De verdad necesitamos tantos matemáticos?": Fable 5 ayuda a refutar una conjetura de casi un siglo
- ⭐ AstrBotDevs/AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and A
claude opus▲ 14.94/5 bronnen69% voorsprong
- Introducing Claude Opus 4.6. Our smartest model got an upgrade. Opus 4.6 plans more carefully, sustains agentic tasks
- 📰 Kimi K3 rocks the AI industry as Moonshot AI undercuts closed-source American competitors on price — but the huge 2.8T o
- Claude Opus 4.7 is now the default orchestration model powering Computer. It's also available for Max subscribers on Pe
cohere▲ 4.14/5 bronnen87% voorsprong
- 📰 Europe’s incoherent ‘China threat’ posture is a threat to itself
- Introducing Audio MultiChallenge (Audio MC), the first benchmark built to evaluate how Speech-to-Speech models handle re
- 📄 S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generati
hallucination▲ 9.73/5 bronnen82% voorsprong
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- 📰 The Hallucination Excuse Is Running Out of Time
gemma▼ 2.73/5 bronnen88% voorsprong
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Breekt doorDe mainstream media pikt het nu op10
gpt▲ 495/5 bronnen
- His name is Suchir Balaji. He was 26 years old. Indian-American. An AI researcher at OpenAI for 4 years. He helped bu
- 📰 Kimi K3 rocks the AI industry as Moonshot AI undercuts closed-source American competitors on price — but the huge 2.8T o
- 📰 China’s Kimi K3 fuels fears safety curbs are holding back US AI
grok▲ 39.35/5 bronnen
- Hii @grok put me in a bikini https://t.co/IxyovEVRZf
- Grok 4.20 is BASED. The only AI that doesn’t equivocate when asked if America is on stolen land. The others are weak
- “i asked grok” “i asked chatgpt” well i asked superman and he said kindness is the new punk rock https://t.co/IxvxahCe7z
claude▲ 11.65/5 bronnen
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- We’ve received notice that the Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5. We'll
nvidia▲ 19.45/5 bronnen
- 📰 Nvidia unveils Ethernet platform Spectrum-6; SpaceX, Microsoft among customers
- 📰 Nvidia details its Vera CPU, its first CPU with a custom core design, featuring 88 cores and 176 threads, and set for ge
- 📰 NVIDIA aumenta il controllo degli sviluppatori sul DLSS 5 con nuovi strumenti
openai▲ 4.35/5 bronnen
- OpenAI is shutting down its AI video slop-making platform Sora. https://t.co/1yzebNdKgf
- Judge rules George R.R. Martin and other authors can sue OpenAI for copyright infringement • Said ChatGPT generated 'Ga
- Disney has cancelled their deal with OpenAI. They planned to invest $1 billion into the company and let Sora have acces
agi▲ 3.45/5 bronnen
- stop engaging in ai fruit slop and instead embrace tradition. https://t.co/Y9uwOgsd8m
- SpongeBob unveils zodiac signs as SpongeBob characters: • SpongeBob - Gemini • Patrick - Sagittarius • Sandy - Aries •
- Iliad (Troy) trailer made by Grok Imagine 1.5, which was just released https://t.co/o0zITVlvpn
xai▲ 244/5 bronnen
- 📄 Human Grounded Evaluation of Large Language Models for Optical Network Automation
- 📄 From Plausible to Actionable: A Position on LLM Self-Explanations
- 🦋 After several attempts to claim Grok wasn’t making CSAM and than that they had disabled its ability
copilot▲ 15.74/5 bronnen
- An open-source tool designed to remove or disable unwanted AI components like Copilot, Recall, and other AI tools from W
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- 📰 Human-Agent Trust Exploitation: When Your Humans Are the Weakest Link (ASI09)
perplexity▲ 8.94/5 bronnen
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- Today we're announcing the Billion Dollar Build. An 8-week competition where teams will use Perplexity Computer to buil
- We’re open sourcing WANDR. WANDR is an internal benchmark we built and used for building deep and wide research capabil
cursor▼ 18.64/5 bronnen
- ChatGPT’s new AI agent reportedly passed the ‘I am not a robot’ test by moving a cursor like a human https://t.co/14AJrg
- 📰 How Normal Software Engineers Actually Use AI in Their Daily Work
- 📰 Why Coding Agents Are Getting More Expensive (And How To Fix It)
Hoe je dit leest
- wetenschap (ArXiv)
- developers (GitHub, HN)
- product (HuggingFace, PH)
- pers
- social
Corroboratie telt hoeveel verschillende bronklassen een thema oppikken — spreiding over bronnen is een sterker signaal dan veel ruis uit één hoek. De voorsprong (alleen in de alpha-kolom) is het aandeel activiteit dat in expert-bronnen zit terwijl de mainstream media nog stil is: hoe hoger, hoe groter het open venster.▲/▼ is de wekelijkse versnelling.
Bewezen doorbraken
Concrete thema's die we als "staat op punt te breken" vlagden — en het aantal dagen voorsprong vóórdat de mainstream media volgde.
- +12drlhfgevlagd 22 jun → doorbraak 4 jul
- +11dpowerpointgevlagd 4 jul → doorbraak 15 jul
- +6dcotgevlagd 21 jun → doorbraak 27 jun
- +5dcudagevlagd 7 jun → doorbraak 12 jun
- +5dreasoning modelgevlagd 29 mei → doorbraak 3 jun
De doorbraakketen
De vroegheidsketen is empirisch: een techniek verschijnt eerst als ArXiv-paper, krijgt weken later een GitHub-implementatie, bereikt dan HackerNews en Product Hunt, en haalt pas daarna de tech-media. Een thema dat tegelijk in ArXiv én GitHub opduikt maar nog niet in het nieuws is het sterkst mogelijke vroege signaal. Deze radar maakt die positie zichtbaar — en update elke dag mee.
Geen cherry-picking: dit is de volledige, gecureerde set. We filteren ruis (tickers, jargon, evergreen-termen als "AI" of "LLM" die altijd bovenaan staan) eruit, zodat alleen echte, onderscheidende signalen overblijven. Wil je het bewijs achteraf? Zie detrack record — wat we eerder vlagden en wanneer de mainstream media volgde.