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:
AI Can Fix Your Workflow—Or Break It in Seconds | ARC
Artificial intelligence is rapidly entering accounting workflows, with tools like Claude being plugged into QuickBooks and Excel to accelerate routine tasks. In a recent Accounting ARC episode, CPAs Liz Mason and Byron Patrick stress that just because AI can perform a function doesn’t mean it should be used without safeguards. They advocate deliberate experimentation—testing AI in controlled settings to capture efficiency gains while avoiding costly mistakes. The conversation underscores the tension between speed and risk that defines today’s AI‑driven accounting landscape.
It’s Time to Tax AI Slop | Mike Pepi
Mike Pepi argues that the flood of low‑quality AI‑generated content—dubbed “AI slop”—is eroding human creativity and should be curbed with a modest tax. He cites polls showing a majority of voters, especially under‑30s, view AI risks as outweighing benefits and...
AI Empathy Exposes Gaps; Tech Should Free Clinicians
AI’s perceived empathy highlights systemic gaps in health care, suggesting technology should restore, not replace, the human connection in medicine by freeing clinicians from administrative burdens. healthcareinnovation
Roblox, Social Media, and the Future of AI Integration
Social media giants are pouring billions into generative AI, from Meta’s satellite‑solar server project and Instagram video edits to Snap’s AI‑driven interactive ads and X’s Grok integration. While these add flashy layers, overreliance risks eroding feed authenticity and user trust....
Viz.ai and NRHA Collaborate to Deploy AI in Rural Hospitals
Viz.ai has teamed up with the National Rural Health Association to launch a Rural Hospital & Clinic Partnership Program aimed at narrowing the AI adoption gap in U.S. rural hospitals. Rural facilities are 25% less likely to adopt new technologies...
From Training to Execution: Embedded Safeguards for Responsible AI Use in Legal Practice
Artificial intelligence is now entrenched in legal practice, with 69% of professionals using generative AI tools, yet 54% of firms still lack formal AI training and 43% have no governance policy. The rapid evolution of AI capabilities creates a gap...
Google: “AI Threatens to Make Brands Invisible, but Physical Stores Are a Major Advantage”
Google’s Omnichannel Index 2026 warns that AI can render brands invisible unless they adopt a true omnichannel strategy. The report, co‑authored with IMPACT Commerce, says organizations that view omnichannel as a commercial strategy—not just an infrastructure upgrade—are pulling ahead. Retailers that lag...
Plasmid Editor Adds API for AI-Driven Real-Time Editing
A feature I'm working on adding to my plasmid editor is an API for agent work. This lets your favorite Ai do work on the files in your plasmid editor directly, and the results update in your open GUI in...
Amazon Says Its AI Shopping Assistant Is Gaining Traction, with Rufus Users up 115%
Amazon reported that its AI‑powered shopping assistant Rufus saw monthly active users jump 115% year‑over‑year, with engagement climbing 400%. The chatbot, launched in early 2024, now handles tasks like recurring purchases and price‑triggered auto‑buy. Rufus helped generate roughly $12 billion in...
8 AI Prompts to Uncover Hidden Customer Pain Points and Write Better Copy
The post outlines eight AI‑driven prompts that help marketers dig beyond surface‑level complaints to uncover the sleepless‑at‑2 am pain points that truly drive buying decisions. The first three prompts mine raw online grievances, translate sanitized feedback into honest emotions, and narrate...
Unlock Peak Productivity with These 40+ AI Power Tools 🚀
The post curates a cheat‑sheet of more than 40 AI‑powered productivity tools for 2026, organized into categories such as social media growth, workflow automation, low‑code app building, design, coding assistants, and health. It highlights flagship options like ViralSky for viral...
Spotify's Verified Badge Distinguishes Humans, Not AI‑Free Music
To address the flood of AI-generated artists on the platform, Spotify is rolling out a “Verified by Spotify” badge to help listeners more easily identify authentic human artists. This will become increasingly commonplace across platforms. That said just because the artists...
Cisco Introduces Model Provenance Kit to Strengthen AI Supply Chain Security
Cisco has launched an open‑source Model Provenance Kit that fingerprints AI model weights to verify their lineage. The tool, paired with a Model Provenance Constitution, defines strict weight‑level derivation rules and excludes superficial similarities. By providing verifiable evidence of model...
The Rise of AI Companions and What It Means for Youth Mental Health
Young people are increasingly turning to AI chatbots as emotional companions, using them to vent, seek advice, and fill gaps when human support is unavailable. Early studies show modest short‑term reductions in anxiety and distress, highlighting potential therapeutic benefits in...
BlueCat Moves Agentic AI From Insight to Action With New AI Integrations
BlueCat Networks unveiled new AI‑focused innovations, including a tech preview of its MCP Servers and an expanded LiveAssist virtual engineer, to bring agentic AI into network operations. The company’s Intelligent NetOps platform unifies network identity, policy and telemetry into a...
Evolving AI
A new PNAS paper warns that AI systems capable of self‑directed evolution—termed evolvable AI (eAI)—could soon emerge from trends in generative and embodied AI. The authors differentiate breeder models, where humans guide mutation and selection, from ecological models that evolve...
Casa, a Handyman Start-Up, Aims to Automate Home Maintenance
Casa, a home‑maintenance startup founded by former Uber and CloudKitchens executives, is emerging from stealth with a subscription‑based service that combines AI scheduling and a network of handymen. The company promises a full‑time concierge that handles both on‑demand repairs and...
AI Architecture Drives Diverging SaaS Valuations in 2026
The AI Software Valuation Report 2026 A data-driven look at how AI is reshaping SaaS valuations in 2026 across VC and M&A markets. This report breaks down the widening gap between AI-native, AI-enabled, and legacy SaaS companies, including how revenue...
POSSIBLE 2026: Can AI Help Agencies Finally Break Down Those Silos?
At POSSIBLE 2026, Horizon Media’s chief product and data officer Domenic Venuto explained how the agency is using artificial intelligence to fuse audience planning, targeting, measurement and strategy into a single platform. The AI‑driven hub eliminates the lag between client questions and...
POSSIBLE 2026: Can AI Help Agencies Finally Break Down Those Silos?
At POSSIBLE 2026, Horizon Media’s chief product and data officer Domenic Venuto explained how the agency is using artificial intelligence to centralize media‑buying functions—from audience planning to measurement—so teams can collaborate on a single platform. By eliminating the lag between...
How Cyber Security Is Changing in the Age of AI
AI adoption is fundamentally reshaping cyber security, giving attackers tools that can locate and exploit thousands of zero‑day vulnerabilities at unprecedented speed. Anthropic’s Claude Mythos model, which uncovered such flaws across major operating systems and browsers, was kept private and...
From AI Adoption to Real Outcomes: New Sisense Research Reveals How Product Leaders Are Closing the Gap
Sisense’s 2026 State of Analytics surveyed 267 product leaders and found a widening gap between AI ambition and tangible outcomes. While 69% report analytics remain hard to access, 65% admit they make decisions without consulting available data. Trust in AI...
Personalized Feeds Raise Individual vs Collective Tradeoffs
This morning I listened to Meta’s Q1 earnings call. While Wall Street is focused on numbers, I'm focused on what they said about personalization. Your feed is getting more personal. Eventually, the content will be created specifically for you. It’s making...
AI Code Raises Critical Bugs 1.4×; QA Still Essential
AI-generated code comes with a hidden tax: 1.4x more critical issues in pull requests, including basic security flaws. You can't skip QA just because AI wrote the code. #DevSecOps #CIO https://t.co/p7yRF5nHjg
Planning AI Needs Memory, Not Just Automation
The article argues that next‑generation supply‑chain planning AI must go beyond speed and automation to embed a persistent memory of operational context, exceptions, and planner judgments. While vendors like Kinaxis, SAP, Blue Yonder and o9 are marketing AI‑driven orchestration, agents...
When Machines Pass Turing, Humans Fall Behind
Feels like we are approaching a new era of AI where machines pass the Turing Test but humans don’t.
AI Hardware Roadshow Highlights 2025 Milestones, 2026 Vision
At @Synopsys Converge this year, @Sallywf and I were invited to present our AI Hardware Show on the road (aka, the Roadshow) as an amuse bouche ahead of the CEO keynote. We discussed key milestones from 2025, and what we're...
Healthcare AI Governance: Implementing NIST Trustworthy AI and OWASP Security Guardrails
The article outlines how healthcare providers can operationalize AI governance by adopting NIST’s Trustworthy AI characteristics and OWASP’s security guardrails. It advises treating AI risk like any enterprise risk, appointing accountable executives, and building a cross‑functional oversight committee. A balanced...
Even Realities' G2 Smart Glasses Will Keep an Eye on Your AI Agent
Even Realities introduced Terminal Mode for its G2 smart glasses, allowing developers to monitor AI coding agents in real time without staying at a desk. A persistent icon shows the agent’s state, and users can reply via the ring controller...
Schreiber Suspends Home Affairs Officials over Fake AI References
South Africa’s Department of Home Affairs has placed two senior officials on precautionary suspension after AI‑generated “hallucinated” references were discovered in the revised white paper on citizenship, immigration and refugee protection. This marks the second cabinet‑approved policy document in less...
AI, Tractors, and the Productivity Paradox
The article argues that AI’s lack of appearance in productivity statistics mirrors past “productivity paradox” episodes, where early technology adoption—exemplified by the kit era of steam engines, automobiles, and early computers—didn’t translate into measurable output until firms reorganized. It explains...
The Most Expensive Employee You’ll Never Meet 💸
The post argues that many firms are spending more on AI tools than on a chief operating officer, yet the technology remains under‑utilized. It labels this the “Token Paradox,” where AI is hired for routine tasks like email drafting instead...
AI Gives You The Vocabulary. It Doesn’t Give You The Expertise via @Sejournal, @DuaneForrester
Hiring managers are noticing that candidates equipped with AI‑generated vocabularies often stumble when asked to reason through problems live. Independent research from Microsoft, the Swiss Business School and TestGorilla links heavy AI reliance to a measurable drop in critical‑thinking, especially...
Will AI Help You Live 50 More Years? Immunologist Derya Unutmaz Weighs In
In this episode, NIH‑funded immunologist Derya Unutmaz discusses his bold predictions that AI will usher in a "biosingularity"—a convergence of artificial intelligence and biotechnology that could extend human lifespan by decades and automate half of white‑collar work within the next...
GITEX Unveils Expansion Into Kenya with Inaugural 2026 Edition Set to Unlock US$2.4 Billion AI-Driven Economic Potential
GITEX, organized by KAOUN International, will launch its first Kenyan edition, Ai Everything Kenya x GITEX Kenya, in Nairobi from May 19‑21, 2026. The event is projected to unlock $2.4 billion of AI‑driven GDP growth for Kenya by 2030 and create...
The Workflow Was Built For Humans. Agents Don’t Need It.
The article argues that most procurement software was engineered around a human bottleneck, using workflow engines to route tasks, queue approvals, and capture attention. As autonomous AI agents become capable of end‑to‑end procurement actions, the need for those human‑centric workflows...
OpenAI Tells ChatGPT Models to Stop Talking About Goblins
OpenAI discovered that its latest GPT‑5.1 model was unexpectedly inserting references to goblins and other mythical creatures into responses, with goblin mentions up 175% and gremlin mentions up 52% since the November launch. The company traced the quirk to a...
AI Agents Need Digital IDs for Effective Governance
AI agents cannot be governed without their own digital identity – CEPS https://t.co/1xEeWgok8n "Europe must design and deploy a digital identity infrastructure for AI agents" Discuss. https://t.co/sZutN2E3Um
Tel Aviv University AI System Maps Ocean Currents Directly From Satellite Images
Researchers at Tel Aviv University unveiled GOFLOW, an artificial‑intelligence system that, for the first time, maps ocean currents directly from high‑resolution satellite imagery. The breakthrough, published in Nature Geosciences, could sharpen climate models and improve storm forecasting.
Study Finds AI Reliance for Personal Support Fuels Workplace Loneliness
Harvard Business Review researchers surveyed 1,545 U.S. knowledge workers and discovered that more than half of those who rely on AI for personal support feel lonely at work. The findings warn that growing AI anthropomorphism could erode coworker connections and...
AI Search Clicks Often Go To Local Domains: Report via @Sejournal, @MattGSouthern
Aleyda Solis analyzed 87 million AI‑search visits across ten markets and found that clicks overwhelmingly favor local domains rather than global giants. Using SimilarWeb data, she identified a "click‑producing layer" where users select citations or links in AI‑generated answers, revealing that...
Sanmina’s Revenue Surges 102% as Accelerated Compute Drives Cloud‑AI Sales
Sanmina Corp. posted a 102% year‑over‑year revenue increase to $4.01 billion, driven by a surge in accelerated‑compute shipments for cloud and AI infrastructure. The earnings call highlighted component shortages that could temper growth, but the company sees the trend as a...
Microsoft Is All-In on Agentic AI and Vibe Coding Now That It's 'Working'
Microsoft’s earnings call highlighted the company’s aggressive rollout of agentic AI, with the new "edit with Copilot" (formerly Agent Mode) now default in Excel, Word and PowerPoint for Premium users. Nearly 90% of Fortune 500 firms have deployed custom low‑code agents,...
Testing Claude's Bioinformatics Skills via BioMysteryBench
Evaluating Claude’s bioinformatics research capabilities with BioMysteryBench "Send us your interesting benchmarks, innovative uses of AI for science, and interactions with AI that prompted you to rethink what could be possible in your field at scienceblog@anthropic.com. " https://t.co/SDC3eHsmRJ
Yroc Consulting Leverages AI Authority to Boost West Texas Businesses
Yroc Consulting announced the rollout of its AI Authority framework, positioning the firm as an AI‑driven growth strategist for companies across West Texas. The approach promises higher search visibility, inbound leads and brand authority without heavy reliance on paid ads.
LS Electric Lands $220 Million Bloom Energy Deal to Power AI‑driven Data Centers
LS Electric announced a $220 million distribution‑solutions agreement with Bloom Energy to supply switchgear and transformers for a hyperscale data center in New Mexico. The deal expands LS Electric’s North American footprint amid soaring AI‑driven data‑center demand, following a record‑breaking first‑quarter...
High Accuracy in Omics May Be Illusory
The pitfalls of class prediction in omics 🧵 1/ You think you’ve built the perfect omics predictor. The accuracy is high. The p-value is low. But is it real—or just a story your data whispered back? https://t.co/LGNWQMKOfv
OYO Launches PRISM 2.0 AI‑Led Global Operating Layer for Real‑Time Finance
OYO announced PRISM 2.0, an AI‑led global operating layer that unifies pricing, demand, and finance on Oracle Cloud Infrastructure. The upgrade brings near real‑time financial data to 35+ countries, aiming to eliminate siloed systems and accelerate decision‑making.
Slate Technologies Deploys AI Platform to Slash Chennai Construction Delays
Slate Technologies has entered Chennai’s real‑estate market, signing DRA Homes and Casagrand to pilot its AI‑driven construction platform. The tool aims to reduce project timelines by 20‑30% and keep costs in check, addressing chronic schedule overruns in the city.
Sage Rolls Out AI Agents to Automate Finance, HR and Operations Workflows
Sage unveiled a suite of task‑focused AI agents across its finance, HR and operations platforms at the Sage Future event in Atlanta on April 28, 2026. The agents, built into Sage Intacct, Sage HCM and Sage X3, are designed to...