OpenAI to revamp ChatGPT, shift to business customers, rival Anth
OpenAI is gearing up for its most extensive redesign of ChatGPT since the chatbot first hit the public eye in 2022.
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91% of businesses now use video marketing — AI cut the cost of keeping up by 91% too 
📈 Market Trends
91% of businesses now use video marketing — AI cut the cost of keeping up by 91% too
Video marketing crossed a threshold in 2026 that most small businesses have quietly known was coming. According to Wyzowl's 2026 video marketing report, 91 percent of businesses now use video as a marketing tool, returning to joint all-time highs since Wyzowl began tracking in 2016.
🤖 LLMs & Generative AI
Jensen Huang sees token market segmenting into distinct value tiers
Jensen Huang says the token market is splitting into clear value tiers. Why does that matter?
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Latest Headlines
View AllMLP Networks Fit High-Frequency Functions One Oscillation at a Time
Why does a neural net sometimes crawl when asked to capture a sharp spike? The answer lies in a phenomenon first highlighted in 2019: the spectral bias.
AI aids meteorology and climate science without replacing experts
Why does this matter? Everyone's hearing about AI, from chatty assistants that finish your sentences to smart fridges that demand Wi‑Fi.
SafeGene Introduces Reusable Safety-Adapter for Cross-Task Model Families
Fine‑tuning open‑weight language models into niche assistants has become routine, yet each round of task‑specific training can erode the safeguards baked into the original system.
FAIR-Calib Introduces Two-Stage PTQ Framework for Diffusion LLM Quantization
Diffusion‑based language models generate text by repeatedly refining tokens, yet once a token is written it cannot be changed. This creates a “stability lag”: early choices remain vulnerable even after later processing.
Elmes* Automates Fine-Grained Rubric Building for LLMs in Niche Education
Why does evaluating an LLM for the classroom matter? Traditional tests ask whether a model can spit out the right answer, but teaching is more than that.
Lean4Agent launches FormalAgentLib to model and verify workflow consistency
Why does reliable multi‑step workflow matter for LLMs? Because the promise of autonomous agents hinges on more than impressive prompts—it hinges on consistency.
Python Multi‑Agent System Built via OOP Class Blueprint for Agents
We know AI agents can answer a question or fetch a fact. But what happens when a project needs more than a single skill set? That’s where a multi‑agent system steps in.
🤖 LLMs & Generative AI
View All
Jensen Huang sees token market segmenting into distinct value tiers
Jensen Huang says the token market is splitting into clear value tiers. Why does that matter?
• 2 min read
OpenAI to revamp ChatGPT, shift to business customers, rival Anth
OpenAI is gearing up for its most extensive redesign of ChatGPT since the chatbot first hit the...
• 3 min read
MLP Networks Fit High-Frequency Functions One Oscillation at a Time
Why does a neural net sometimes crawl when asked to capture a sharp spike? The answer lies in a...
• 2 min read
SafeGene Introduces Reusable Safety-Adapter for Cross-Task Model Families
Fine‑tuning open‑weight language models into niche assistants has become routine, yet each round of...
• 2 min read
🛠️ AI Tools & Apps
View All
Python Multi‑Agent System Built via OOP Class Blueprint for Agents
We know AI agents can answer a question or fetch a fact. But what happens when a project needs more...
• 3 min read
NVIDIA Nemotron 3 Ultra adds NeMo Automodel, Megatron Bridge and RL recipes
Single‑turn chatbots are giving way to long‑running agents that can reason, keep context, call...
• 2 min read
NVIDIA DOCA uses BlueField‑4 to boost AI factory security 1,000× faster
Why does this matter? The AI era is spawning what the industry now calls AI factories—clusters that...
• 2 min read
Anthropic bans AI tools, holds intense culture interviews requiring firm critique
Anthropic has drawn a line in the sand: no AI tools during interviews unless a candidate is told...
• 2 min read
💼 Business & Startups
View All
Moonshot AI seeks USD 30 billion valuation, plans USD 1‑2 billion fundraise
Moonshot AI, the Beijing‑based firm behind the Kimi chatbot, is now courting investors for a...
• 2 min read
Perplexity's Search as Code lets AI build pipelines, improving performance
Perplexity is betting on a different way for AI agents to fetch information. Rather than sending a...
• 2 min read
SpaceX inks USD 920 M/month deal with Google for 110,000 Nvidia AI chips
SpaceX has just locked in a $920 million‑per‑month contract with Google, according to an SEC...
• 2 min read
S&P 500 refuses entry for SpaceX, OpenAI and Anthropic, analysts surprised
SpaceX asked for unusually fast inclusion in a handful of top U.S. indexes as a condition of its...
• 2 min read
📊 Research & Benchmarks
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Reddit releases AI comment archive to study LLM persuasion tactics
Reddit’s r/ChangeMyView recently became the focus of a unique research effort. Unknown external...
• 2 min read
Nvidia plans PC reboot, Apple unveils smart glasses on Vergecast
We’re deep into developer conference season, and the buzz is unmistakable: Big Tech is convinced AI...
• 2 min read
Open LLM v2, 12‑benchmark suite, LiveBench show d_eff 2.86‑4.80
Why does benchmark coverage matter for massive language models? The authors argue we’ve been...
• 2 min read
NSF renews MIT AI‑physics institute, adds museum and hackathon outreach
The National Science Foundation has just extended its backing of the MIT‑led Institute for...
• 2 min read
⚖️ Policy & Regulation
View All
PyTorch nn.Module’s __call__ runs system setup and hooks before forward
The AI engineer’s job has split from classic data‑science work. Knowing how to train a model isn’t...
• 2 min read
On‑Policy vs. Off‑Policy: TD Learning Updates Using Next‑State Estimates
Should an agent learn only from the behavior it is currently using, or can it also learn from...
• 2 min read
AI outperforms PhDs in virology, leading tech CEOs to push DNA security bills
AI can now coach amateur virologists, and a handful of tech CEOs are urging Congress to tighten...
• 2 min read
OpenAI supports standards to improve CyberTipline reports and aid enforcement
OpenAI’s public‑policy agenda is anchored in five core principles that shape both its technology...
• 3 min read
📈 Market Trends
View All
New Engineers Should Build End‑to‑End Projects to Attract AI‑Era Employers
New graduates are stepping into a workplace where AI isn’t a nice‑to‑have—it’s the baseline.
• 3 min read
Figma Make adds two-way GitHub link to turn designs into code; stock falls 81%
Figma’s latest push comes as the design platform wrestles with a dramatic market shift.
• 3 min read
AI token futures to trade like gold and oil despite thin token infrastructure
China’s Shanghai Futures Exchange is sketching a derivatives market for AI tokens, Reuters reports,...
• 2 min read
Robinhood Enables AI Agents to Trade Stocks and Buy with Credit Cards
Robinhood is rolling out a feature that lets customers attach AI agents—such as Anthropic’s Claude...
• 2 min read
🔓 Open Source
View All
Meta launches Hatch AI agent, its first paid product, priced up to USD 200/month
Why does this matter? Meta is putting its first paid AI agent, called Hatch, on the market, and the...
• 2 min read
Open‑source voice model listens continuously, decides to speak every 0.4 seconds
Here’s the thing: a new open‑source model called “Audio Interaction” is trying to make voice...
• 2 min read
NSA uses Anthropic's Mythos AI model for offensive cyber ops against China, Iran
The Financial Times says the NSA is now running offensive cyber operations with Anthropic’s Mythos...
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TensorFlow Emotion Dataset with 54,263 Texts Shows Class Imbalance
For a recent project we needed to read emotions in online media, but we also wanted an open‑weight...
• 2 min read
🏭 Industry Applications
View All
AI aids meteorology and climate science without replacing experts
Why does this matter? Everyone's hearing about AI, from chatty assistants that finish your...
• 2 min read
Gemini 3.5 adds action‑taking to run complex multi‑step workflows in apps
May 2026 marked a busy week for Google’s AI roadmap. At I/O the company rolled out Gemini 3.5, a...
• 2 min read
NVIDIA NemoClaw demo cuts RTL verification from weeks to hours at GTC Taipei
Industrial software firms are turning to NVIDIA’s NemoClaw to turn design and verification tasks...
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Nebius AI Cloud Enables Full Transaction Foundation Model Lifecycle for Banks
Why does this matter now? Banks are wrestling with fragmented data and the pressure to embed AI...
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⭐ Featured Course Review
No Code MBA: Learn to Build AI-Powered Apps Without Coding
Our in-depth review of No Code MBA's comprehensive course. Learn how to build AI applications using no-code tools like Make.com, Airtable, and more. Perfect for entrepreneurs and makers who want to leverage AI without traditional programming.
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