
Anthropic unveils Mythos AI model for cybersecurity
Anthropic previewed its new Mythos model under the Project Glasswing initiative, targeting code‑vulnerability scanning. More than 40 partners—including Amazon, Microsoft, Apple and Palo Alto Networks—are testing the model, which has already identified thousands of security issues.
Also developing:
By the numbers: Satellite data startup Xoople raises $130M Series B

Enterprise AI adoption has accelerated as confidence replaces complexity, according to a year‑long Google Cloud interview series. Leaders emphasized that existing development skills remain relevant, while new terminology often masks familiar concepts. Google’s platforms—especially GKE’s automated scaling and Cloud Run’s low‑code “vibe coding”—are abstracting infrastructure, letting teams focus on business outcomes. The overall narrative highlights democratization of AI, ensuring broader user groups can leverage the technology without being left behind.
What 2026 will be like. Just got this DM: “Hi Robert, we're working with a major artist (billons of streams, household-name collaborators) on something that feels like it's crossed a new line. We've created a social robot with her voice. Early users...

Researchers applied quantum‑kernel machine learning to autonomous materials discovery, using X‑ray diffraction patterns from a Fe‑Ga‑Pd alloy library on IonQ’s Aria trapped‑ion quantum computer. By integrating Gaussian‑process‑based active learning, the quantum model navigated the compositional phase space with far fewer...
Researchers at Purdue University and Kiel University unveiled TreeStructor, an AI‑driven system that can isolate and reconstruct individual trees within full forest point‑cloud datasets, delivering complete 3‑D models. The approach builds a dictionary of geometric tree parts and uses neural...
In this episode, Steve Hutt explains how hair‑care brands can slash visual production costs by 40‑60% using AI‑generated “Digital Twins” and hybrid workflows that blend annual studio shoots with on‑demand AI imagery. He highlights how AI instantly creates diverse, hyper‑realistic...

Shopify will enable AI‑driven sales through ChatGPT, charging merchants a 4% fee on transactions processed via OpenAI’s checkout, in addition to its own fees. The feature launches Jan. 26, letting sellers opt into or out of AI channels and making products...

Apple is reportedly pivoting to launch a new AI‑powered Siri chatbot, dubbed Project Campos, in the upcoming iOS 27 release. The chatbot would be built on Google’s Gemini foundation models, with Apple possibly paying roughly $1 billion annually for the partnership and...

Researchers at IIIT Hyderabad and TATA Consultancy Services introduced a physics‑informed Generative Adversarial Network (GAN) that treats quantum resource‑state creation as an inverse‑design problem. By enforcing Hermiticity, trace‑one, and positivity during training, the GAN reliably reproduces Werner‑like and Bell‑diagonal states...

GPTZero scanned all 4,841 papers accepted at NeurIPS 2025 and identified 100 fabricated citations across 51 submissions. The incidence translates to roughly 1.1% of papers containing at least one erroneous reference, a figure the conference deems statistically negligible but still...

Festo introduced the AX Motion Insights platform, merging AI‑driven predictive analytics with its existing maintenance suite to cut unplanned downtime in fulfillment automation. The solution monitors electric servo drives and pneumatic cylinders, feeding condition data through AX Data Access for...
Alicja Ostrowska’s doctoral thesis examines how artificial intelligence is reshaping NASA’s search for extraterrestrial life. The research reveals that AI tools are trained on Earth‑based analog data, often from charismatic or industrially relevant sites, which can embed bias into planetary...
TikTok has upgraded its AI‑driven Smart+ campaigns with new creative‑selection and management tools. The Auto‑select feature scans existing ads and creator content to recommend top‑performing creatives automatically. Advertisers can now preview every possible creative combination in Ads Manager and use...

The article argues that human‑centered design is essential for organizations to create real value. By focusing on both customer and employee needs, companies can align purpose, process, and technology. Design is presented as an ongoing discipline that requires continuous observation...
YouTube CEO Neal Mohan unveiled the platform’s 2026 roadmap, emphasizing AI‑driven creator tools, new Shorts formats, and expanded commerce. Over one million channels already use YouTube’s AI suite daily, and the company will roll out AI‑generated Shorts, text‑prompt games, and...

Acumatica’s Chief Product Officer Ali Jani and Chief Engineering Officer Miten Mehta discussed the company’s "AI‑First" cloud ERP strategy on the Executive Intelligence podcast. They highlighted how legacy ERP silos, supply‑chain volatility, and inflation are driving mid‑market firms toward integrated,...

Wired analyzed more than 5,000 NeurIPS papers with OpenAI’s Codex to map co‑authorship between U.S. and Chinese researchers. The study uncovered hundreds of joint AI publications, especially in reinforcement learning, computer vision, and generative modeling. Collaboration remains robust despite heightened...
The episode explains how AI voice agents and automation can replace traditional sales teams by instantly qualifying leads, scaling cold outreach, and handling follow‑ups and even closing low‑ticket deals, freeing human reps to focus on high‑value strategy and relationship building....
We're excited to partner with Mercor on their new APEX-Agents benchmark to evaluate complex, real-world knowledge worker tasks across banking, consulting, and legal. Today, most of the powerful agentic use cases and benchmarks in AI are for code-related tasks, but soon...
Eightfold AI, a venture‑backed hiring platform used by firms like Microsoft and PayPal, faces a California class‑action lawsuit alleging it scores job applicants without informing them. The suit claims the company violated the Fair Credit Reporting Act and state law...

Researchers from Nanjing and Bohai Universities introduced GPUTB‑2, an E(3)-equivariant neural network that learns orthogonal Hamiltonians without the O(N³) orthogonalization bottleneck of traditional LCAO methods. The model, built with only 0.35 million parameters, reduces mean absolute error on the DeePTB benchmark...

AI coding assistants such as Claude Opus 4.5 are reshaping software development, enabling a solo developer to deliver roughly 15 functional stories per day. The new workflow collapses intent, code generation, sanity‑checking, and deployment into a rapid loop, making traditional story...
Claim Health announced a $4.4 million seed round led by Maverick Ventures, with participation from Peak XV, Y Combinator, DHVP, and senior executives from large post‑acute care providers. The funding underscores strong market demand for its AI‑native revenue‑operations platform that automates legacy workflows....
Upscale AI, a pure‑play AI networking infrastructure startup, closed a $200 million Series A round. The financing was led by Tiger Global, Premji Invest, and Xora Innovation, with participation from Intel Capital, Qualcomm Ventures and other notable investors. The new capital brings...
A system can be incredibly accurate and still be wrong for your goals. Because correctness that matters isn’t a mathematical property - it’s a purpose property. If you define the system’s purpose poorly, it will confidently produce the wrong thing...
Social Labs AI, a San Francisco‑based behavioral intelligence firm, announced its entry into Southeast Asia by establishing Indonesia as its regional hub. The company will deploy its proprietary SEA™ (Sentient Exposure Amplifier) and NRM™ (Neural Redirect Matrix) platforms in closed‑access...
In this June 2023 product update, Rep AI announces a new self‑serve onboarding that lets users launch a branded AI chat in 10‑15 minutes, with the system automatically scanning their website and capturing brand voice and tone. Recent releases include...
A U.S. court ruled in August 2024 that Google is a monopoly in general search services, and the Department of Justice’s 2025 remedies require Google to provide its web index and search results to qualified competitors on non‑discriminatory terms. The ruling...
The episode explains how pet brands can leverage Bylo.ai’s AI-powered emoji maker to turn customer photos and brand phrases into custom, on‑brand emojis that boost shareability across social, email, and SMS. It walks listeners through a three‑step workflow—selecting core reactions,...

Microsoft Copilot is embedded across Microsoft 365, but many users see only generic, corporate‑sounding output. The article outlines 14 ready‑to‑use prompts that treat Copilot like a literal intern, guiding it with clear roles, goals, and guardrails. Examples range from pre‑meeting briefings and...
What is AI Agent Washing — And Why Is It a Risk to Businesses? Not all AI agents are built equal: this article explores “AI agent washing”, why it’s deceptive — and why businesses need to watch out. Read more...
“For now it’s Solana and Base” — @ASvanevik on chain support for the AI trading agent https://t.co/rBDQRtSYoI

Google Search Console treats a URL that appears in both an AI Overview and the traditional blue‑link list as a single impression. John Mueller confirmed that the platform aggregates multiple appearances of the same URL on a SERP into one...
“We want to make sure the agent doesn’t hallucinate” — @ASvanevik on why Nansen is limiting complexity early https://t.co/rBDQRtSYoI
Alex says Nansen's new agent prepares trades, checks venues, and finds pricing Humans still hit execute Is that the right balance? w/ @ASvanevik @nansen_ai https://t.co/rBDQRtSqza

OpenAI’s CFO Sarah Friar outlined a rapid monetization push, linking a three‑fold increase in compute capacity to a surge in annual recurring revenue that topped $20 billion in the last year. The company now faces $1.4 trillion of spending commitments through 2034,...
can you learn generalizable skills playing video games? can AI? great article from @antimlabs on their experiments training AI by having them play flappy birds, snake, and more.
We’re going live with Nansen CEO @ASvanevik to break down • What this new AI trading agent actually does • How it changes following smart money • Where agentic trading goes next https://t.co/rBDQRtSqza

OpenEvidence, a Miami‑based AI medical search platform, closed a $250 million Series D round that doubled its valuation to $12 billion. The funding, led by Thrive Capital and DST with participation from GV, Sequoia, Kleiner Perkins and Coatue, brings total capital raised to...
Enterprise AI strategy is backwards. Most people are focusing on Chief AI Officers and pilot programs, when the real value is in the unglamorous work where organizations bleed time. More thoughts:

Ollama, the platform for running AI models locally, has launched an experimental image‑generation feature for macOS. The initial release includes two models: Alibaba’s Z‑Image Turbo, a 6‑billion‑parameter photorealistic generator, and Black Forest Labs’ Flux 2 Klein, offered in 4‑billion and 9‑billion‑parameter variants....

In a Duct Tape Marketing podcast, Peter Benei explains that artificial intelligence is reshaping marketing far beyond a new gadget, automating large‑scale content production while leaving strategic judgment and creative taste to humans. He argues that CMOs will transition from...

Aliisa Rosenthal, OpenAI’s first sales leader, has become a general partner at venture‑capital firm Acrew Capital. During her three‑year stint at OpenAI she built an enterprise sales organization that launched products such as DALL·E, ChatGPT, and Sora. Rosenthal says AI startups...
The article argues that AI knowledge bases must go beyond listing policies and include explicit "don’ts" to prevent harmful behavior. By integrating negative examples, decision‑logic trees, and relational knowledge graphs, organizations can give agents contextual guardrails and judgment akin to...
In this episode of The Bio Report, host and guests discuss Immuto Scientific’s novel approach to drug discovery that targets disease‑specific protein conformations rather than genetic sequences. CEO Faraz Choudhury explains how the company’s AI‑driven structural surfaceomics platform maps the...

The Vigx π6 is a lightweight, AI‑powered exoskeleton that assists walking, standing and light fitness activities. Weighing just 2 kg and folding to umbrella size, it uses a built‑in camera and AI processor to analyze terrain and modulate power every 30 milliseconds, improving...

At Davos, Google DeepMind CEO Demis Hassabis said there are no plans to embed advertisements in its Gemini AI assistant. This contrasts with OpenAI, which announced it will pilot ads in the free and Go versions of ChatGPT, sparking user...

Zucora, Canada’s leading home‑furnishing protection provider, has launched Champions, an AI‑driven, mobile training platform for retail sales associates, offered free to its SmartOne partners. The platform delivers bite‑sized, gamified modules, virtual webinars, and a points‑based incentive system that rewards learning...
Improve AI Search Visibility by Updating Your Articles with These SME Questions https://t.co/3eiulkRccS via @LinkedIn

If ChatGPT (and other LLMs) are retrieving snippets from Google's search results, they aren't retrieving exact meta descriptions; they are retrieving whatever Google dynamically re-wrote the meta description to based on the query. 2020 study from @ahrefs: https://t.co/q8OMGtt50k