Keystone, a Y Combinator‑backed startup, is hiring its first engineer to build an AI‑native error‑monitoring platform that automatically diagnoses production issues and generates code fixes. The company raised a $5.2 million seed round from prominent venture firms and industry founders. The role offers a $150K‑$300K salary, 0.5%‑3% equity, and full‑stack responsibilities using TypeScript, React, Python, Postgres, Redis, and AWS. Candidates will work directly with founder Pablo Hansen to shape product direction and culture.

Artificial intelligence is rapidly entering K‑12 classrooms, sparking concerns about equitable access and the risk of widening the digital divide. DonorsChoose, which serves 90% of U.S. public schools, reports a surge in AI‑related funding requests, climbing from roughly 600 last...

The Stanford‑Harvard paper "Adaptation of Agentic AI" introduces a unified, mathematically grounded framework for tuning agentic AI systems that combine large language models with planning, tool‑use, and memory modules. It categorizes adaptation into four paradigms based on whether the target...

Snowflake is in advanced talks to acquire observability startup Observe for roughly $1 billion, marking its largest startup purchase to date. Observe’s platform, built on Snowflake’s cloud data warehouse, uses a proprietary OPAL query language to deliver time‑aware telemetry analysis and...

The WP To‑Do Dashboard Widget is a lightweight WordPress plugin that places a task list directly on the admin dashboard, keeping site‑maintenance items front‑and‑center. It supports user assignment, due dates, priority levels, and stores tasks as a private custom post...
The corollary is that because of AI agents, every small business and entrepreneur now has the resources of a Fortune 500 at their disposal. Technology has always been about producing more abundance and better access to a given resource. We’ve...
🖼️ Image Processing vs Computer Vision Image processing = image in, image out Filtering, enhancement, JPEG compression — the output is still an image. 👁️ Computer vision = image in, information out Face recognition, car counting, object detection — the output is knowledge. Even when...

ESET’s new threat report reveals PromptLock, the first ransomware that uses generative AI to create and run malicious Lua scripts on the fly, dramatically simplifying attack development. The ransomware can scan, exfiltrate, encrypt, or destroy data based on AI‑driven decisions,...
These are kinds of things that delight customers (and founders). When a core part of HubSpot gets better, 270k companies benefit.
While people are worried about their privacy I am on the other side. Grok knows me very deeply. And can predict whether I would like something. Or even tell you how I think. Which means my wife can use it to buy...

In 2026 the workplace is being reshaped by three intersecting forces: AI‑augmented workflows that could generate $2.9 trillion in U.S. economic value, a rapid shift toward skills‑first hiring and upskilling, and a stagnant labor market that leaves new graduates facing tougher...
The AI SDR model just got its death sentence. LinkedIn banned Artisan (raised $35m) and their entire leadership team - for spamming the platform into oblivion. Let that sink in. This isn’t some scrappy startup getting slapped. This is a...
Tom Jordi Ruesch announced the open‑source release of Bridge Anonymization, a TypeScript library that enables reversible, local‑first PII masking for AI translation pipelines. The tool combines fast regex patterns with a quantized ONNX NER model to detect both structured and...

Bigtincan offers an AI‑powered revenue enablement platform that consolidates content management, sales readiness, buyer engagement, and analytics into a single system. The recent integration of Showpad’s capabilities deepens its content activation and intelligence features. Serving more than 2,000 sales organizations,...

OpenAI is actively prototyping ways to embed sponsored content directly into ChatGPT answers, including woven‑into‑response ads and sidebar placements. Internal mockups show both immediate product recommendations and post‑click suggestions for travel or retail queries. The company is also exploring the...

Waymo is piloting Google’s Gemini chatbot as an in‑car AI assistant for its robotaxis, revealed through a 1,200‑line system prompt. The assistant is designed to answer rider queries, manage cabin functions such as climate, lighting and music, and personalize greetings...

Researchers uncovered a new macOS stealer, MacSync, delivered via a digitally signed and notarized Swift application masquerading as a messenger installer. The signed DMG bypasses Apple Gatekeeper and XProtect, allowing the dropper to execute an encoded script after user interaction....
ServiceNow announced a $7.75 billion cash acquisition of cybersecurity firm Armis, cementing its aggressive push into security and AI‑driven automation. The deal follows earlier moves to buy identity‑security startup Veza and AI chatbot provider Moveworks, expanding the company’s AI agent ecosystem....
Most leadership arguments are framed as disagreements about priorities or execution. They’re usually disagreements about where consequence lives. At early stages, consequence is obvious. Decisions land on the people who make them. At scale, consequence spreads, and the system keeps working well...
🥁 I present to you: my very own 2025 AI Wrapped. ChatGPT made one, but unfortunately business accounts can’t use it, so I went ahead and made a new one for all of us to fill out and share. My...

Sony is offering a $100 discount on its PlayStation 5 Pro, reducing the price to roughly $689.99 from $749.99 until December 25 at 3 AM ET. The Pro model, the most powerful PS5 variant, features a larger GPU, 2 TB of SSD storage,...
Biggest challenge with rolling out a second product: Sales will sell whatever is easiest to sell A second product needs a second sales team maybe even from Day 01
We’re comfortable using LinkedIn ads to reach customers, but many teams hesitate to use them for hiring. After running a few job ads, it became clear that paid distribution works for talent too. You’re not going to hire your next executive...
A Cambridge‑led survey of 258 UK novelists and industry insiders reveals that 51% fear AI could fully replace their work, with 59% reporting unauthorized use of their writing to train models and 39% already seeing income losses. While a third...
After working with 100+ B2B SaaS teams, I’ve heard many horror stories about their past agencies. What most agencies think: - Growth means more traffic, more MQLs,… - Specialization is optional. - Juniors can handle the work. - You’ll see...

Most bios fail because they sound fancy, not searchable. Your bio should tell humans and the algorithm exactly who you are. Use keywords like: • What you do • Who you help • Where you’re based This is how your profile gets found, not just followed. Save...

Italy’s competition regulator (AGCM) has ordered Meta to suspend a new policy that bars rival AI chatbots from being offered via WhatsApp’s business API. The move follows an investigation that found the policy could abuse Meta’s dominant position and restrict...
If you want a great primer on how your B2B brand can maximize influencer and creator activations, here you go:
On November 20, 2020, Verb and Johnson & Johnson unveiled OTTAVA, a six‑armed robotic platform designed for advanced medical procedures. The robot combines high‑precision articulation with integrated imaging to automate complex tasks in surgery and diagnostics. Early prototypes demonstrate simultaneous multi‑tool handling, reducing procedure...

Free AI/ML learning roadmap: Math → ML/DL → specialization → production. Stats/Linear Alg/Calc: Khan Academy, 3Blue1Brown Practice: Kaggle Learn Core ML: Coursera ML, scikit-learn DL: https://t.co/3GoV9EQdTl, https://t.co/KVrK96vt4H Frameworks: PyTorch/TensorFlow/Keras NLP/LLMs: Hugging Face course CV: OpenCV RL: OpenAI Spinning Up Prod: FastAPI, Streamlit, MLOps guide Build skills that ship. #AI #ML #MLOps #LLM

A University of Waterloo research team unveiled the Social Responsibility Stack (SRS), a six‑layer framework that embeds societal values directly into AI system design and treats accountability as a continuous control problem. The stack translates abstract ethics such as fairness...

If you are a profitable startup, you have the only leverage that actually matters in an acquisition in 2026. You don't need to sell. This means you can walk away from bad terms or lowball offers without hesitating. Buyers can smell...
December is expensive. But the real cost hits in January — when you realize you never built a real Q1 budget. Personally, December means: holidays, travel, gifts, year-end spending. In business: bonuses, taxes, renewals — and sometimes client losses or...

In 2025 generative AI moved from experimental prototypes to mainstream video‑game releases, appearing in titles hailed as game of the year. Major publishers such as Ubisoft, EA, and Microsoft announced partnerships with AI firms to generate dialogue, NPC behavior, and...

In a rapidly shifting AI market, adaptability is the real competitive advantage: users may move, but those who deliver consistent value continue to grow. Infographic by @StatistaCharts via @antgrasso #ChatGPT #AI #GenAI https://t.co/pEcGtUrVxT

Starship V3 Super Heavy Rocket https://t.co/NyXbLMG6XQ
would an ai save you? ironic/scary that when it comes to self-preservation or saving a human, the ai built by the ai safety company opts to let you die

Agentic search = adaptive retrieval loop: 1. Analyze intent 2. Build queries dynamically (not templates) 3. Route across collections/sources 4. Evaluate relevance 5. Iterate until sufficient 6. Generate answer w/ context It’s retrieval + reasoning, repeated. #AgenticAI #RAG #LLM

I’m actually surprised Okta didn’t do a “your year wrapped” https://t.co/EqJOiQsIGv
we did something similar at @untappedvc queued up chatgpt to create questions we talked through as a team, uploaded transcription of the meeting to generate a plan, converted it into a gantt chart, and then we do monthly meetings to talk...
This is how it used to be between startups and incumbents. Now the smallest player can shape the environment the incumbent is judged inside. https://t.co/R7sbpfhGV0

1 + 1 = 3: Successfully Navigating Post-Merger Integrations https://t.co/Qwfo9TA8XC via @TTCapPartners #mergers https://t.co/S4PM5RoY6m
Yes, cold email to VCs works. Especially at Seed and earlier -> https://t.co/ibiQ9FIQyV
“A lot of AI products get tried because they’re the cool new thing. People sign up, poke around, feel the wow moment, tell a friend, maybe even pay for a month or two. Then real life kicks in and the...
Data reveals which holiday ads drove the strongest emotional impact, and what marketers can learn from the season’s top performers. https://t.co/ZMW35tsYg4 via @gregjarboe, @sejournal
How Connecting With the Right Audience Drives Long-Term Business Success - https://t.co/ukxxf9dfeo - https://t.co/VUA6vOtz0B by James Dooley
Honestly impressed by how far @Kling_ai has come. Side-by-side with Runway and WAN 2.2 Animate, Kling AI clearly leaves them in the dust 🤯 You can try the new Kling AI here: → https://t.co/I5igcgy22u https://t.co/OkjK52PGS9
“Amazon’s rapid evolution in its view of AI-powered commerce underscores how quickly online retail is changing, and the risks the company faces if it doesn’t act aggressively to maintain control over its future.”