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:
Tempus Introduces ‘Preview’: Bridging the Critical Time Gap Between Diagnostic Order and Definitive Results
Tempus AI has launched Tempus Preview, an application that delivers preliminary, clinically relevant biomarker predictions within roughly 24 hours of tissue receipt. The tool focuses initially on high‑impact markers such as MSI‑H, EGFR mutations in NSCLC, and FGFR fusions in hepatobiliary and bladder cancers. Powered by the Paige Predict AI model, which analyzes standard H&E slides, the service aims to fill the information gap between test ordering and final sequencing results. Tempus plans to expand the biomarker portfolio as the platform matures.
Wall Street’s Trillion-Dollar Dilemma: Why AI-Powered Hackers Are Keeping Big Banks Off the Blockchain
Traditional banks aim to move trillions of dollars onto blockchain, but a surge of AI‑powered DeFi hacks is creating a major roadblock. CertiK’s CEO Ronghui Gu reports that April 2026 saw exploits on 27 of 30 days, including a $1.46 billion Bybit...
![Why Your $130K ML Pipeline Is Starving 65 Percent of New Merchants [Edition #11]](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://substackcdn.com/image/fetch/$s_!INXp!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F486d4b79-6177-4bf3-b025-c4abbc2aa8c4_944x944.png)
Why Your $130K ML Pipeline Is Starving 65 Percent of New Merchants [Edition #11]
QuickBite, a Series D food‑delivery platform with 100 million orders, relies on its Mercury ranking engine to personalize a home‑screen feed of over 200 merchants. The pipeline handles 8,000‑14,500 requests per second, using a point‑wise XGBoost model trained on 180 days of...
Legacy Tech Stocks Surge on AI Pivot
Legacy technology firms such as Dell, Intel and Nokia are seeing their shares rally as they pivot toward artificial‑intelligence infrastructure. Dell guided to roughly 48% top‑line growth, citing new AI‑optimized servers, while Snowflake’s AI‑driven coding agent is spurring higher database...
Google Launches Gemini-Powered Visual AI for Smart Home Automation
Google unveiled Gemini‑powered visual AI automations for Google Home, enabling U.S. users in a public preview to set routines that react to camera‑detected events such as package deliveries or raccoons. The move pushes smart‑home platforms from voice‑only assistants toward contextual,...
Authors Clash Over AI Novel‑Writing Machines After $1.5 B Anthropic Settlement
Booker‑winning novelist David Szalay and political historian Laura Beers joined a growing chorus of authors questioning AI’s role in literature after Anthropic agreed to a $1.5 billion settlement over copyright infringement. The debate sharpens as AI‑driven novel‑writing machines, exemplified by Claude,...
AWS Rolls Out Alexa‑Powered Generative AI Shopping Assistants for Retail Brands
On May 27, 2026, Amazon Web Services announced Alexa‑powered generative AI shopping assistants for non‑Amazon retailers. The solution, delivered by the AWS Generative AI Innovation Center, promises brand‑specific conversational commerce and claims conversion rates 3.5 times higher than traditional search.
OpenAI’s First Korea Enterprise Summit Draws 130 Leaders as AI Moves Into Corporate Workflows
OpenAI convened about 130 senior executives from South Korea’s biggest conglomerates at its first corporate leadership event in Seoul, unveiling AI solutions that go beyond developer tools to embed into daily business processes. The summit underscored rapid user growth—ChatGPT Codex...
DictationOne Unveils AI Legal Workflow Suite at LegalWeek 2026
DictationOne introduced its SpeechLive Legal AI Assistant and promoted Dragon Legal Anywhere and Philips SpeechLive Pro at LegalWeek 2026, positioning the vendor as a strategic partner for law‑firm digital transformation. The rollout highlights a broader shift toward AI‑enabled workflow consulting...
China’s AI‑Driven Manufacturing Push Signals New Era for CRO Scaling
At the World Intelligence Expo 2026, Chinese officials unveiled an accelerated “intelligent manufacturing” agenda that compels firms to embed AI across supply‑chain and production lines. Executives from Karcher, the EU Chamber and Grundfos hailed the policy as a catalyst for...
Workday, Google Cloud Expand AI Tie‑Up, Deploy Gemini‑Powered HR & Finance Agents
Workday and Google Cloud announced an expanded partnership that embeds Google’s Gemini Enterprise AI model into Workday’s Sana Self‑Service Agent. The integration makes AI agents available inside Gemini Enterprise for HR and finance tasks, promising faster answers and automated workflows...
ChatPlayground Rolls Out $59.97 Lifetime Plan for Side‑by‑side LLM Comparison
ChatPlayground AI introduced an Unlimited Lifetime Plan priced at $59.97 (regular $619) that runs through May 31. The plan gives users a single interface to run prompts across more than 20 large‑language models, aiming to cut tool‑sprawl for AI‑focused DevOps teams.
Public Backlash Halts 20 AI Data Centers as $700B AI Infrastructure Spending Sparks Climate Concerns
A Gallup poll finds 70% of Americans oppose AI data‑center construction, fueling town‑hall protests that have forced the cancellation of at least 20 projects in the first quarter of 2026. The backlash erupts as hyperscalers commit roughly $700 billion this year...
Apple Unveils Siri Overhaul in iOS 27 Preview Ahead of WWDC
Apple revealed a revamped Siri interface and new AI capabilities in iOS 27 images shared with Bloomberg, marking the biggest consumer‑tech announcement of the past day. The redesign, built on Google Gemini and a new chatbot‑style app, aims to catch...
Why GPT-5.4, Claude, and Gemini Can’t Agree on Basic, Real-World Facts
A Lenz analysis of 1,000 real‑user fact‑check claims found that five leading LLMs—GPT‑5.4, Claude Opus 4.7, Gemini 3 Pro (with and without Search), and Sonar Pro—disagreed on 67% of the items. The split includes 34% of claims with substantial disagreement and 21% where models...
Kingsoft Cloud Posts 37% YoY Revenue Rise in Q1 2026, AI Cloud Now Over Half of Public Cloud
Kingsoft Cloud announced first‑quarter 2026 revenue of RMB 2.7 bn ($378 m), up 37.2% year‑over‑year, as AI‑driven cloud services surged to more than half of its public cloud revenue. The company also lifted its full‑year capex target to up to RMB 20 bn...
Wayve Launches $1.5 B‑Backed Wayve Labs to Expand AI Beyond Self‑Driving Cars
British autonomous‑vehicle software startup Wayve announced Wayve Labs, a research unit led by chief scientist Jamie Shotton. Backed by a $1.5 billion raise that valued the company at $8.6 billion, the lab will explore embodied intelligence for robotics, while Wayve leans on...
AI Agent Turns Your URL Into Automated Sales Pipeline
Oh boy -> Explee has launched AutoGTM, an AI sales agent that turns your website URL into a fully automated outbound pipeline with deep personalization "The pitch is direct: paste your domain, and a team of seven autonomous AI agents...
AI System Qumus Autonomously Creates Graphene Flake and First AI‑Built Graphene FET
Researchers from Princeton, Michigan, California State University and Japan's NIMS unveiled Qumus, an embodied AI that independently isolated a 245 µm² graphene flake and assembled a graphene field‑effect transistor without human intervention. The breakthrough compresses weeks of manual work into 1.5 hours...
This 12-Step AI Stack Is How Smart Businesses Operate in 2026
The blog outlines a 12‑step AI stack that turns artificial intelligence into a full‑scale operating system for modern businesses. It shows how AI can be embedded in everything from content creation and video production to lead capture, customer support, and...
India Introduces AI Voice Chatbot ‘Samadhan Didi’ to Expand Access to Public Grievance System
The Indian government launched "Samadhan Didi," an AI‑enabled voice chatbot on the Centralised Public Grievance Redress and Monitoring System (CPGRAMS). The tool lets citizens register complaints in any of the 22 constitutionally recognized languages, automatically routing each issue to the...
LLMs Boil Down to Repeated Attention and Feed‑forward Blocks
In our AI engineering workshops, one question comes up over and over. What's actually inside an LLM? The answer is one word. 𝗔 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗿. And it's much simpler than the name makes it sound. A transformer is just two blocks, repeated many times. 𝗕𝗹𝗼𝗰𝗸 𝟭 𝗶𝘀...
What AI Really Means for Knowledge Workers
Artificial intelligence is reshaping knowledge work by moving beyond simple automation toward a reliance on deep expertise. Companies will increasingly value tenured subject‑matter experts who can interpret, validate, and correct AI outputs, while routine tasks shift to machines. This re‑allocation...
New Protein-Folding AI Vastly Expands on Alphafold's Efforts
Researchers at the Chan Zuckerberg Biohub have released the ESM Atlas, an open‑source collection of 1.1 billion predicted protein structures and 6.8 billion sequences. The underlying model, ESMFold2, claims to surpass DeepMind’s AlphaFold 3, especially in predicting protein complexes such as antibodies. The...
Artlist TV Launches AI‑Only Streaming Channel, Faces Filmmaker Backlash
Artlist TV is set to roll out an all‑AI streaming channel on June 1, featuring shows like *Terrible People* and *The Sequence*. The launch has drawn sharp criticism from filmmakers, who hope the service flops, highlighting tension between AI‑driven content creation...
Shopify’s AI‑Native Checkout Cuts Cart Abandonment 18% for Plus Merchants
Shopify rolled out its Checkout Intelligence Layer (CIL) on May 27, 2026, delivering an average 18% drop in checkout abandonment across its first 1,200 Plus stores. The AI‑driven stack, built on Shopify Sidekick, promises faster conversion gains for merchants battling...
Cisco CX Chief Calls AI Rollout "Surgery Without Drugs" As Division Hits 88% First‑Time Routing
Cisco chief customer experience officer Liz Centoni described AI adoption as "surgery without the drugs," noting the pain of scaling AI across a 20,000‑person division. By redesigning workflows with intelligent routing, Cisco now routes nearly 88% of its 1.5 million annual support...
Clariti AI Studio Launches to Cut Municipal Permitting Delays by Up to 70%
Clariti announced the launch of Clariti AI Studio, a free workshop series that helps city planners diagnose and fix permitting bottlenecks. Partnering with AI plan‑review tool CivCheck, the program cites a 70% speed‑up in Honolulu’s permit reviews, signaling a new...
Microsoft Rolls Out Copilot Health Preview for US Microsoft 365 Users
Microsoft has opened a preview of Copilot Health to U.S. Microsoft 365 Personal, Family and Premium subscribers. The AI‑powered feature aggregates medical records, wearable data and lab results to deliver personalized health insights, marking the tech giant’s first consumer‑facing health...
Samsung Ships First 12‑Layer HBM4E Samples, Boosting AI Memory Lead
Samsung Electronics started shipping 12‑layer HBM4E high‑bandwidth memory samples to global AI customers, offering 48 GB capacity, up to 16 Gbps per pin and 3.6 TB/s bandwidth. The move triggered a 4%‑plus rise in Samsung’s share price and positions the company ahead of...
Salesforce Claims AI Agents Cut 231‑day Migration to 13 Days, Incidents Down 5%
Salesforce announced that its internal AI agents, built on Anthropic's Claude, completed a 33‑endpoint API migration in 13 days—18 times faster than the traditional 231‑day estimate—and saw a 5% drop in incidents. The claim, presented by head of engineering Srinivas...
Tiny‑vLLM Unveils C++/CUDA Inference Engine to Speed LLM Serving
The Tiny‑vLLM project released a new open‑source inference engine written in C++ and CUDA, supporting full Llama 3.2 1B inference with static and continuous batching, FlashAttention‑like kernels and PagedAttention. The move targets AI deployment pipelines, offering DevOps teams lower latency...
Coupa, SSE, Cushman & Wakefield and Selecta Fill Key COO‑Level Roles Amid AI and Net‑Zero Push
Coupa, SSE, Cushman & Wakefield and Selecta announced senior operations appointments, adding Jeff Collier as CRO at Coupa, James Allen as CPO at SSE, Angela Zou as CPO at Cushman & Wakefield, and Zora Hadden as CPO at Selecta. The...
HeartFocus Link Adds AI Cardiac Imaging to Any Hospital Ultrasound Machine with a Tablet and an HDMI Cable
DESKi has launched HeartFocus Link, an FDA‑cleared AI‑guided cardiac imaging solution that turns any cart‑based ultrasound system into an intelligent scanner using a tablet and HDMI connection. The software overlays real‑time probe‑positioning cues for ten standard transthoracic views and adds Auto...
Parloa Turns Its $350 Million War Chest Into a Partnership Web Spanning SAP, Microsoft, and OpenAI
Parloa, the Berlin‑based AI agent management platform, closed a $350 million Series D round that lifted its valuation to $3 billion. The funding fuels a slate of strategic alliances with SAP, Microsoft, OpenAI, Five9 and Epic, positioning Parloa as the management layer for...
Starburst Launches Governed Multi‑Cloud AI Platform, Announces Qlik Partnership
Starburst unveiled its Enterprise Intelligence Platform at the AI & Datanova conference, making its AI Data Assistant (AIDA) generally available and announcing a strategic partnership with Qlik. The launch targets fragmented data environments, promising real‑time AI on governed data while...
ServiceNow and Palantir Bet on AI Agents, Challenging Traditional SaaS
ServiceNow and Palantir are accelerating their moves into agentic AI, with ServiceNow layering its Control Tower over recent AI‑focused acquisitions and Palantir securing a $2.3 billion Pentagon contract. The shift aims to turn their SaaS foundations into AI‑agent infrastructure, a change...
In the 1960s an MIT Scientist Built ELIZA, a Simple Program that Did Little More than Rephrase Your Words Back...
MIT researcher Joseph Weizenbaum created ELIZA in the mid‑1960s, a simple program that reflected users’ statements as questions to simulate a Rogerian therapist. When his own secretary asked him to leave the room so she could confide in the bot,...
Do You Actually Need to Pay for Transcription Software?
Wispr Flow markets AI‑powered transcription and automatic formatting at $144 per year or $15 monthly, promising to let users write at the speed of thought. The review finds its core technology—speech‑to‑text and LLM‑based cleanup—readily available for free via open‑source models...
Demystify A.I. - Dr. Sarah Mohrle and Michael Cation - June 10
On June 10, Dr. Sarah Mohrle and Michael Cation will host a webinar challenging the prevailing belief that artificial intelligence requires large hyperscaler data centers. The presenters argue that AI workloads can be efficiently executed on distributed, edge‑based infrastructure, a...
Machine Learning System Design Interview #42 - The Base-Rate F1 Trap
In a Meta senior ML engineer interview, a candidate is asked to evaluate a binary classifier that reports a 0.90 F1‑score on a newly curated validation set. The hidden pitfall is that the validation data is heavily skewed toward the...
Claude Code's Parallel Agents Slash Projects to Days
🚨 ANTHROPIC JUST DROPPED A MASSIVE UPDATE FOR CLAUDE CODE: DYNAMIC WORKFLOWS. Instead of a single pass, Claude can now write an orchestration script on the fly and spin up tens to hundreds of parallel subagents for complex tasks 🧵↓ First, they...
Self‑Supervised Learning Cuts Labels, Accelerates Fine‑Tuning
Self-supervised learning reduces annotation costs by generating labels from raw data, limiting manual effort. As models scale across business units, pretraining on unlabeled datasets shortens fine-tuning cycles and frees skilled teams for higher-value work. Microblog @antgrasso https://t.co/jOZV1qDTy7
H2 2026 Represents a Pivotal Transition for European Ambient Clinical AI
The second half of 2026 marks a turning point for European ambient clinical AI as venture capital pivots from broad, growth‑at‑all‑costs funding to a concentrated, platform‑centric model. Early‑stage capital is funneled into multi‑language, workflow‑integrated winners while single‑feature scribes face a...
Prioritize AI Projects with Practical Risk Tiering Guide
"Risk Tiering AI Use Cases - A Practical Guide" https://t.co/oEya02EMLO <- a new blog from our team, high-level but very useful if you are struggling with "ban vs FOMO" with AI
Cyient to Buy US' TAO Digital for $218 Mn to Boost AI, Data Engineering Capabilities
Cyient announced the acquisition of U.S.-based TAO Digital Solutions for an enterprise value of about $218 million (₹2,071 crore). The deal, slated to close by Q2 FY27 pending regulatory clearance, aims to strengthen Cyient’s artificial‑intelligence, data‑engineering and product‑engineering services. TAO Digital, founded...
MongoDB's AI Advantage Is Starting to Show Up in Results
MongoDB reported Q1 revenue of $687.6 million, a 25% year‑over‑year increase, driven by rapid growth in its Atlas cloud platform. The company’s AI‑focused document model enables hybrid searches across structured and unstructured data, positioning it for emerging generative‑AI workloads. Financial metrics...
AEKE’s “Strength In Numbers” Event Showed How AI Fitness Is Becoming More Personalized, Data-Driven, and Surprisingly Human
AEKE’s "Strength In Numbers" event in New York unveiled the S1 Pro AI home gym, a compact system that combines digital resistance with real‑time movement analysis, biometric scanning and instant coaching feedback. Attendees experienced personalized posture assessments, adaptive resistance and...
How Netflix Serves ML Predictions to 250M Users at 1 Million Requests Per Second
Netflix has built Switchboard, a custom ML serving router that handles over 1 million requests per second for its 250 million global users. The system routes hundreds of model types—recommendations, fraud detection, search embeddings, and artwork scoring—across shared infrastructure while allowing rapid...
"Hey Grok, Find a Charger and Tell Me the Plymouth Score": Tesla AI Bot Changes Driving for Good
Tesla has rolled out Grok, a large‑language‑model voice assistant built into the Model Y. By long‑pressing the steering‑wheel mic—or simply saying “Hey, Grok”—drivers can ask complex, multi‑step requests such as routing to a destination, scheduling charging stops and even checking sports...