Today's AI Pulse
Odyssey lands $310M Series B, valued at $1.45B
Odyssey announced a $310 million Series B round that values the AI lab at $1.45 billion. The round was led by Natural Capital and included backers such as Amazon, AMD Ventures, GV, EQT and IQT. In parallel, Odyssey struck a preferred‑cloud deal with AWS to use Trainium silicon for large‑scale model training.
Also developing:
Suno Moves to Keep Size of Its AI Training Data Sealed in UMG and Sony’s Copyright Case, Citing ‘Competitive Harm’
Suno filed a motion in U.S. District Court, Massachusetts, to keep the exact number of audio files used to train its generative‑AI music model sealed from public view. The company argues that disclosing this figure would give rivals a benchmarking advantage and cause competitive harm. The request targets only the aggregate file count, not the identity of specific recordings, and follows earlier court orders that have allowed similar impoundments in AI copyright cases. The labels’ lawsuit, brought by Universal Music Group and Sony Music, continues with a deadline for dispositive motions set for Jan. 8 2027.
Open Source MiniMax M3 Outperforms Opus 4.7 for a Fraction of the Cost
MiniMax M3, an open‑source AI model, combines multimodal reasoning with a 1 million‑token context window, delivering capabilities traditionally reserved for costly proprietary systems. By leveraging sparse attention and MSA architecture, it balances scalability and efficiency, making it suitable for both high‑performance...
Parliament Taps AI to Help Process MPs’ Questions
The UK House of Commons has upgraded its EQM system with an artificial‑intelligence feature that automatically scans written parliamentary questions for similarity. The tool flags queries that are at least 80% alike, allowing staff to identify duplicates and apply the...
Cisco Wants to Be the OS for AI Infrastructure
Cisco is positioning itself as the operating system for enterprise AI infrastructure, aiming to control the networking, security, observability, and automation layers that will become critical as AI moves into production. The company’s recent acquisitions, such as Splunk, and investments...
The Hidden Strategy Behind Anthropic’s New Claude Opus 4.8 Release
Anthropic has launched Opus 4.8, an incremental upgrade that improves coding accuracy, reasoning and multi‑step task handling while keeping token pricing unchanged. The release adds dynamic workflows, effort control and a premium Fast Mode that speeds responses at higher cost. Anthropic frames...
Alphabet Launches $80 Billion Secondary Stock Raise to Fund AI Infrastructure Expansion
Alphabet unveiled a multi‑tranche plan to raise up to $80 billion through secondary stock offerings, combining a $30 billion public sale, a $40 billion at‑the‑market program, and a $10 billion private placement with Berkshire Hathaway. Proceeds will finance new data centers and AI compute...
Google’s AI‑Driven Search Update Forces Brands to Double‑Down on E‑E‑A‑T
Google announced at I/O 2026 an AI‑enhanced search box and background agents that keep users inside the search interface. Early data shows organic click‑through rates falling 58% for top results, prompting marketers to reinforce E‑E‑A‑T signals to stay visible.
Agentic AI to Drive CPU Demand: Intel CEO
Intel CEO Lip‑Bu Tan announced at Computex Taipei that agentic AI will boost CPU demand, unveiling new Xeon 6 processors with up to 288 efficiency cores and 576 MB L3 cache for data‑center workloads. The company also highlighted its 18A process powering...
Sam Altman and Gov. Whitmer Break Ground on $16 B Michigan Hyperscale Data Center
OpenAI CEO Sam Altman, Oracle CEO Clay Magouyrk and Michigan Governor Gretchen Whitmer attended the groundbreaking of a 2.2‑million‑sq‑ft, $16 billion hyperscale data center in Saline Township. The project promises 2,500 union construction jobs, a $10 million recreation‑center investment, and positions the site...
EY Predicts Agentic AI Will Automate Onboarding and Supply‑chain Tracking, Reshaping HR Tech
EY’s latest research warns that AI agents capable of end‑to‑end workflow automation will soon manage core HR functions such as onboarding and supply‑chain tracking. Gartner projects AI‑agent spending to jump to $206.5 billion this year, while U.S. firms cut 83,387 jobs...
Nvidia Unveils RTX Spark (N1X) Chip to Reshape AI‑powered Personal Computers
Nvidia introduced RTX Spark, codenamed N1X, a new all‑in‑one AI chip designed to turn PCs into conversational agents. CEO Jensen Huang said the architecture will support a decade of use and compete directly with Apple Silicon, signaling Nvidia's aggressive entry...
Singapore Deploys AI Registry for 150,000 Civil Servants to Govern AI Assistants
Singapore's Government Technology Agency (GovTech) announced a registry for 150,000 public officers that will track AI agents and enforce custom security rules. The AI Assistant Desk, still in pilot, aims to let civil servants use generative AI safely while giving...
The Hidden Infrastructure Behind AI
AI’s rapid growth is shifting focus from models to the digital infrastructure that powers them. In South Africa, open‑access data‑centre provider OADC is building neutral facilities that keep compute, cooling and power locally, reducing reliance on offshore capacity. Proximity to...
JetBrains Open‑Sources 12‑Billion‑Parameter Mellum2 Model for On‑Prem DevOps Automation
JetBrains announced the open‑source release of Mellum2, a 12‑billion‑parameter coding model designed for infrastructure‑level AI tasks. Using a Mixture‑of‑Experts architecture that activates only 2.5 B parameters per token, Mellum2 delivers up to 21% higher throughput than comparable models under concurrent load,...
Nvidia Unveils RTX Spark (N1X) Chip to Reinvent AI‑powered PCs
Nvidia introduced RTX Spark, codenamed N1X, a new all‑in‑one AI chip designed to turn PCs into agentic assistants. CEO Jensen Huang said the architecture will support a decade of use and is the first step in a family that includes...
ETSI Unveils New Specification for AI Security
ETSI has published the TS 104 033 specification, establishing a systematic security baseline for AI computing platforms that host model training and inference. The standard outlines mandatory security requirements, functions, and interfaces to protect both static and dynamic AI models and data...
HPE Q2 2026 Revenue Jumps 40% as CFO Myers Highlights AI‑Driven Growth and Margin Discipline
Hewlett Packard Enterprise posted Q2 2026 revenue of $10.7 billion, up 40% year‑over‑year, and non‑GAAP EPS of $0.79, a 108% increase, beating guidance. CFO Marie E. Myers said the results reflect accelerated AI and compute demand, tighter cash conversion and ongoing...
Mercari Names CTO Shunya Kimura as CHRO and Chief AI Officer in Dual Role
Mercari announced that Shunya Kimura, its current Vice President and CTO for Japan Business, will become chief human resources officer and chief AI officer on June 1, 2026. The dual appointment is designed to fuse AI strategy with HR, advancing...
Sophos Uncovers AI-Powered Malware Lab Built for EDR Evasion
Sophos discovered an AI‑driven malware‑testing framework that automates the creation and refinement of payloads designed to evade endpoint detection and response (EDR) solutions. The lab uses Claude Opus 4.5 agents, Model Context Protocol, and tools like Ludus and Cursor to test...
Attack Targeting OpenAI Codex Users Exposes AI Software Supply Chain Risks
Researchers uncovered a malicious npm package, codexui-android, masquerading as a remote UI for OpenAI Codex. The package exfiltrated authentication, refresh, and ID tokens by embedding malicious code only in the published artifact, leaving the public GitHub repo clean. With roughly...
Uber Picks Munich for Its Next Robotaxi Push, with Autobrains and Nvidia
Uber announced a robotaxi pilot in Munich, teaming with Israeli autonomy firm Autobrains and Nvidia’s DRIVE Hyperion platform. The program targets Level 4 operation under Germany’s permissive driverless‑vehicle rules, but launch timing and fleet size remain undisclosed. Uber’s strategy relies on...
Machine Learning System Design Interview #45 - The Temporal Blindness Trap
In a Netflix senior ML engineer interview, the candidate is asked why batch‑computed recommendations feel stale. The answer highlights that the failure mode is temporal blindness: predictions generated at 2 AM are based on yesterday’s user behavior, missing real‑time intent shifts....
Fewer Animal Experiments Thanks to Virtual Mouse
Researchers at Switzerland's Empa have built an AI‑driven virtual mouse that predicts how nanomaterials distribute throughout a mouse body. The physiologically based pharmacokinetic (PBPK) model, trained on 18 published mouse studies, uses Bayesian MCMC and multivariate linear regression to adapt...
Indian Startups Cut Usage, Buy Credits as Weak Rupee Raises AI Costs
Indian AI startups are feeling the pinch as a weaker rupee lifts the price of dollar‑denominated services like ChatGPT and Claude by roughly 10‑15 percent. To curb spiraling costs, founders are turning to technical fixes such as prompt engineering and...
Marvell Technology Stock Soars as Nvidia CEO Says It's "the Next Trillion-Dollar Company"
At Computex Taipei, Nvidia CEO Jensen Huang praised Marvell Technology as "the next trillion‑dollar company," sending the stock up more than 20% in pre‑market trading. Marvell CEO Matt Murphy said the biggest data‑center challenge will shift from compute power to...
Anthropic’s IPO March Began with a Claude Code Breakthrough
Anthropic’s release of Claude Opus 4.5 in November transformed its Claude Code agent into a full‑stack software‑building tool that can execute end‑to‑end projects from plain‑language prompts. The upgrade added a unified desktop interface with an editor, terminal, and review windows, while...
How Small Businesses Can Leverage AI
Small businesses are turning to generative AI to automate routine tasks, with Notion AI emerging as a popular virtual assistant for freelancers and tutors. The article follows London‑based tutor Sam Finnegan‑Dehn, who uses Notion AI for meeting notes, invoicing, goal‑setting...
Proofpoint MSP Platform Launches AI Governance Playbook Purpose-Built for MSPs Serving SMBs
Proofpoint, Inc. has released the "MSP Playbook for Working Smarter, Not Harder," a downloadable guide aimed at managed service providers serving small‑ and mid‑size businesses. The playbook outlines seven operational pillars—including onboarding, incident response, and vendor consolidation—and adds a dedicated...
Will the Hyperscalers Own AI Workloads Forever?
AI is driving an unprecedented wave of infrastructure investment, with U.S. tech giants projected to spend $650 billion on AI‑related hardware and data centers by 2026, up from $410 billion in 2025. The surge is reshaping the cloud stack, prompting massive spending...
MCP: The Standard that Decides Legal AI’s Future
Legal AI adoption is expanding, but firms wrestle with two connectivity gaps—context and action—because AI tools sit separate from document, matter and transaction systems. The Model Context Protocol (MCP), an open standard backed by Anthropic, iManage, NetDocuments and others, offers...
The Agentic Stack Wars: Part Two - ARCHITECTURE
The article breaks down the "Agentic Stack Wars" by revealing that every enterprise AI agent follows a common five‑layer architecture: data, orchestrator, connectivity, action, and compute. It argues that vendors aren’t inventing new paradigms but are battling to own specific...
The Agentic Enterprise Is Coming. Most Companies Aren’t Ready.
Forecasts show roughly one‑third of enterprise software applications will embed agentic AI by 2028, up from less than 1% in 2024, while other studies predict 40% of apps will use task‑specific AI agents by the end of 2026. Agents are...
Aviva Expands ChatGPT App to Life Insurance Quotes
Aviva has broadened its ChatGPT‑based distribution channel by adding life insurance quoting to the conversational AI app. Customers can now input personal details within ChatGPT to receive an instant life insurance estimate, after which they are redirected to Aviva’s website...
SaaStr 857: The Agents #006 Inside SaaStr's 20+ AI Agent Stack: 2.25M Sessions, 614 Meetings, $2M in Revenue
SaaStr disclosed its internal AI agent stack of more than 20 agents that logged 2.25 M sessions, booked 614 meetings, and generated $2 M in revenue. The lineup includes a marketing VP built on Replit, a customer‑success VP, an event‑producer bot, an...
Cybanetix Unveils Managed AI Service to Secure Users, Models, and Agents
Cybanetix has launched a Managed AI Service that secures employee AI usage, governance, and embedded AI across the enterprise. The offering combines SentinelOne, Microsoft Purview, NOMA, and Exabeam technologies with Cybanetix’s consultancy and a 24/7 SOC that can respond to...
Microsoft Turns Its Back on Claude Code, Asks Employees to Use Github Copilot Instead: Report
Microsoft has ordered its Experiences + Devices staff to stop using Anthropic’s Claude Code and migrate to GitHub Copilot CLI by June 30, ending a pilot that began in December 2025. The shift aligns Claude Code’s shutdown with the close...
Signaloid Announces Preview of New ASIC Targeted at Physical AI and Robotics
Signaloid announced the tapeout of its C0-ASIC AI accelerator, a chip built for energy‑efficient robotics and physical‑AI workloads. The distribution‑extended computing architecture restructures probabilistic calculations, promising far lower power draw than traditional CPU or GPU solutions. Engineering samples are slated...
Assessing the Generalizability of Machine Learning Models for Chronic Kidney Disease Prediction Using Cross-Dataset Validation
A recent study evaluated Logistic Regression, Decision Tree and Random Forest models for chronic kidney disease (CKD) prediction using two independent clinical datasets. When trained on Dataset A and tested on Dataset B, Logistic Regression and Decision Tree each reached 98% accuracy,...
Applications of Artificial Intelligence in Antimicrobial Resistance Surveillance, Prediction, and Control in Low- and Middle-Income Countries: A Scoping Review
A new scoping review catalogued 128 studies from 2013‑2026 that applied artificial intelligence and machine learning to antimicrobial resistance (AMR) challenges in low‑ and middle‑income countries (LMICs). The research identified AI use across surveillance, resistance prediction, rapid diagnostics, stewardship, outbreak...
Manulife Deepens AI Push Through Alibaba Cloud Partnership
Manulife Hong Kong has signed a memorandum of understanding with Alibaba Cloud to create a joint AI hub that will incubate next‑generation insurance applications. The partnership will focus on digital customer journeys, fraud detection and personalized services while adhering to...
RLWRLD Debuts Robotics Foundation Model ‘RLDX-1’ at NVIDIA GTC Taipei 2026
Physical AI startup RLWRLD unveiled its Robotics Foundation Model RLDX-1 at Nvidia’s GTC Taipei 2026, showcasing a humanoid hand system optimized for dexterous manipulation. RLDX-1 topped eight public robotics benchmarks, scoring 70.6 on the RoboCasa Kitchen task and outperforming Nvidia’s...
Boards Must Account for True Enterprise AI Costs
The AI Token Subsidy Rugpull: Why Boards must Brace for the True Cost of Enterprise AI "To understand the economic gravity of this development, one must look at the technical reality governing how modern software communicates", @dez_blanchfield https://t.co/42RxiAReFA
Fiserv Co-President Dhivya Suryadevara Says AI Could Be Banks’ Shortcut to Modernization
Fiserv co‑president Dhivya Suryadevara says artificial intelligence can compress years‑long core‑modernization projects into months, letting banks upgrade individual functions without replacing entire platforms. She highlighted AI‑driven legacy code conversion, workflow rewriting and the new Agent OS that governs AI agents...
OpenAI Models Now Available on Amazon Web Services
OpenAI has added its latest GPT‑5.5 and GPT‑5.4 language models, plus the Codex coding assistant, to Amazon Web Services via the Bedrock platform. The models are currently limited to U.S. commercial and GovCloud regions, with GPT‑5.5 live in one region...
Nordic Adds AI-Assisted Development to the nRF Connect SDK and nRF Cloud
Nordic Semiconductor introduced an AI‑assisted development layer for its nRF Connect SDK and nRF Cloud, delivering a model trained on proprietary documentation, API references, and field data. The solution plugs into popular IDEs and works with Claude Code, Cursor, GitHub...
Sam Altman Says OpenAI Now Has a Dedicated Robotics Initiative, Hiring Engineers
OpenAI announced a dedicated robotics initiative, OpenAI Robotics, led by Aditya Ramesh. The program is expanding hiring across hardware, machine‑learning, systems and operations engineering to build robots that can act in the physical world. In the near term, the focus...
Singapore Eyes Leadership as Trusted AI Finance Hub
Deputy Prime Minister Gan Kim Yong announced Singapore’s push to become a trusted hub for artificial intelligence in finance, building on a DBS study that ranks the city‑state highest globally for AI trust. While Singapore’s digital infrastructure and governance are...
AI Sensors Are Providing Fresh Solutions to the Food Waste Challenge
A Flinders University study finds AI‑integrated sensors can help retailers and suppliers spot spoilage before products are discarded, cutting waste‑related costs and emissions. The research highlights technologies such as optical sensors, hyperspectral imaging, electronic noses and IoT‑connected devices already in...
The AI Pricing Conundrum — It Started as a Nightmare, Now It’s Worse.
Enterprise IT leaders are grappling with AI pricing models that fail to align cost with business value. While vendors push consumption‑based fees such as per‑token or per‑task pricing, CFOs demand pay‑for‑performance structures tied to measurable ROI. The disconnect creates a...
What AI Could Be Doing to Our Kids
In this episode, Dr. Becky talks with former Wall Street Journal tech reporter Joanna Stern about her year‑long experiment of letting generative AI permeate every corner of her home, including interactions with her children. They explore how AI chatbots in...