Today's AI Pulse
DeepSeek previews V4, its next‑gen open‑source AI model
DeepSeek unveiled a preview of its V4 model on April 24 2026 and pledged to release it under a permissive open‑source license. Early benchmarks indicate V4 outperforms all other open‑source systems on code‑generation tasks, extending China’s reach in the AI race.
Also developing:
By the numbers: Tesla acquires AI‑hardware firm for up to $2.0B
AI Fundings Double VC Deal Value to $267.2B in Q1 Thanks to OpenAI and Others | Pitchbook/NVCA
In Q1 2026 U.S. venture capital deal value surged to $267.2 billion, nearly doubling the previous quarter’s total. The increase is driven almost entirely by artificial‑intelligence investments, with OpenAI and other generative‑AI firms leading multi‑billion‑dollar rounds. Pitchbook and the NVCA report that AI deals now account for more than half of all venture capital dollars deployed. This marks the highest quarterly VC aggregate since the 2021 funding boom, underscoring AI’s transition into a mainstream investment theme.
AI‑Driven SaaS Reset: Nuvini's $80.7M Deal, AlixPartners Scorecard and Oracle Layoffs
Nuvini Group announced an $80.7 million acquisition of Beyondsoft’s U.S. business, while AlixPartners released a new AI‑Disruption Scorecard that ranks SaaS firms by resilience. At the same time, Oracle disclosed layoffs affecting over 10,000 staff, underscoring the strain of its $300 billion...
Lloyds Banking Group and University of Glasgow Launch Four-Year Agentic AI Research Programme
Lloyds Banking Group and the University of Glasgow have launched a four‑year research partnership to examine how agentic AI coding tools can augment software and data engineering in a large‑scale enterprise. The programme will run quarterly experiments with engineers in...
ProPublica Report Warns of Cost, Oversight and Lock‑In Risks as U.S. Government Rushes AI Adoption
ProPublica’s latest investigation shows that federal agencies are rapidly deploying AI tools at discounted rates, but the push raises three cautionary concerns: hidden long‑term costs, under‑resourced oversight programs, and vendor lock‑in that could bind the government to a single provider....
The Supply Advantage: The Intelligence Infrastructure Driving 2026 Political Performance
Generative AI is reshaping how American voters consume information, creating a new frontier for political campaigns ahead of the 2026 midterms, which are projected to cost $10.8 billion with programmatic buying accounting for over half of digital spend. Campaigns face hidden...
Wealthbox Adds AI Agents to Defend Advisor Tech Relevance
This month's #AdvisorTech kicks off with the news that Wealthbox is introducing new AI agents to make it easier for advisors to query and take actions based on the client data within their CRM – which could help make it...
Brave's New World: Less Data, More Agentic
Brave has leveraged its agentic AI tools to accelerate growth, with its Search API now the primary web search engine for nearly 700,000 OpenClaw users. The company’s independent index, covering more than 40 billion webpages and handling over 2 billion monthly queries,...
Spain’s Xoople Raises $130 Million Series B to Map the Earth for AI
Spanish startup Xoople secured $130 million in Series B funding, led by Nazca Capital, to build a satellite constellation delivering high‑precision ground‑truth data for AI models. The company partnered with U.S. defense contractor L3Harris to develop advanced optical sensors for its planned...
SurgΣ: Large-Scale Multimodal Data and Foundation Models for Surgery
SurgΣ is a joint effort by NUS, CUHK, SJTU and NVIDIA to build a massive, high‑quality surgical video repository and a suite of foundation models for surgical intelligence. The first release, SurgΣ‑DB, holds roughly 5.98 million multimodal conversations spanning 18 distinct...
The Companies Changing Warfare Forever: Palantir & Anduril Execs on Drones, AI & the Future of War
In this episode, former Palantir and Anduril executives discuss how Silicon Valley firms are reshaping modern warfare through AI‑driven drones, data platforms, and rapid manufacturing. They trace the historical shift from a broad industrial base to specialized defense firms, argue...
Carnegie Mellon Launches New Effort To Advance AI-Driven Astronomy
Carnegie Mellon University launched the Keystone Astronomy & AI (KAAI) Visiting Fellows Program, funded by the Simons Foundation, to fuse artificial intelligence, statistics, and astrophysics. The initiative will host six month‑long postdoctoral fellows each year for three years, pairing them...
Turning AI Content Usage Into Revenue
Publishers are confronting a new commercial reality as AI systems consume digital content beyond traditional channels. The industry has moved from policy debates to the practical challenge of turning AI usage into measurable, recurring revenue. Achieving this requires an integrated...
In One Day (Mar. 31), 17 U.S. Court Decisions Noting Suspected AI Hallucinations in Court Filings
On March 31, seventeen U.S. court decisions cited suspected AI hallucinations in submitted filings, according to Damien Charlotin's AI Hallucination Cases Database. The rulings, spanning both federal and state courts, highlight that AI‑generated text can produce inaccurate or fabricated statements...
A Lawsuit over AI Notetakers Should Be on Every HR Leader’s Radar
A class‑action lawsuit against Otter.ai alleges the AI transcription service recorded meetings without securing consent from all participants and used the data to train its models. The case highlights a clash between federal one‑party consent wiretap rules and the roughly...
AI Eliminates Junior Marketers, Turns Teams Into Generalists
The junior marketer role is dead. We surveyed 100 B2B SaaS marketing directors on how AI is changing their teams. 13 said they've stopped backfilling junior roles entirely. When people leave, the work gets absorbed. AI picks up the slack. But that's not...
AI-Powered Personalized Learning Surges 146% at Work
Skillsoft reported a 146% year‑over‑year increase in usage of its AI‑powered CAISY learning assistant, with simulation launches soaring 341%, outpacing overall learner growth. The surge reflects a broader corporate shift toward AI‑driven, practice‑based training embedded directly in the flow of...
AI Is Coming for Superbugs
Antibiotic resistance could cause over 39 million deaths by 2050, with more than 8 million annual fatalities by mid‑century. Traditional drug discovery is slow, expensive, and the pipeline for new antibiotics has been shrinking for decades. Artificial‑intelligence models can screen tens to...
Healthee Joins the Workday Wellness Program to Simplify Benefits Navigation
Healthee has been named a Workday Wellness Partner, embedding its AI‑powered benefits navigation platform into Workday’s employee experience. The integration offers real‑time plan comparisons, cost estimates, plain‑language coverage details, and free telehealth services, helping workers choose the right health plan....
AI Giant Anthropic Leans Into Life Sciences With $400M Coefficient Bio Catch
Anthropic is buying New York‑based biotech startup Coefficient Bio for an estimated $400 million, folding the stealth‑mode firm into its newly created Claude Life Sciences team. Coefficient’s founders bring machine‑learning experience from Roche’s Genentech, bolstering Anthropic’s push into drug‑discovery, clinical‑trial, and...
I Gave Claude Code Our Entire Codebase. Our Customers Noticed. | Al Chen (Galileo)
Al Chen, a field engineer at observability platform Galileo, used Claude Code to index the company’s 15 Git repositories and merge that context with Confluence and Slack data. He built a 16‑line script that continuously pulls the latest main branches,...
OpenAI Urges Policy Overhaul to Curb Rogue AI Threats
What are we doing? This is terrifying. Read what Altman said below... -> OpenAI unveils policy proposals for a world with superintelligence: higher capital gains taxes, a public AI investment fund, strengthened safety nets, and more "The threats of inaction...
AI Detection Bypass Tools Tested : Only One Scored 0% on Turnitin
AI detection platforms like Turnitin are tightening their algorithms, prompting users to seek tools that can mask AI‑generated text. Andy Stapleton tested three bypass solutions, finding Humanize achieved a 0% detection rate on Turnitin and the highest originality score, while...
AI Becomes Survival Baseline for China's Unemployed Youth
A strange AI moment is revealing something much bigger in China. What looks like quirky behavior from an assistant points to a broader push where AI is becoming part of everyday economic survival, especially for young people facing high unemployment and...
One Tool‑enabled Agent Beats Overcomplicated Multi‑agent Setups
A client asked us to build a multi-agent system for their marketing chatbot. They had the whole thing mapped out. One agent for planning. One for retrieval. One for generation. One for validation. A full squad.😅 I'll be honest, it looked good...
Cirrascale Cloud Services Partners with Google Public Sector to Deliver Specialized Research Offerings and Launches New Government Services Division
Cirrascale Cloud Services has teamed up with Google Public Sector to deliver high‑performance AI infrastructure for research and education through the Google Public Sector Program for Accelerated Research (GPAR). The partnership introduces Cirrascale Government Services, a new division dedicated to...
5 Fun Projects Using OpenClaw
OpenClaw, an open‑source personal AI assistant, can be turned into a practical tool through five hands‑on projects. The series starts by linking the assistant to WhatsApp and Telegram, then moves to running it locally with Ollama for privacy. Next, it...
AI IPOs Face Unprecedented $100B+ Computing Losses
Taking a look at OpenAI and Anthropic’s finances ahead of their IPOs OpenAI expects to spend $121 billion on computing power for AI research in 2028...anticipates burning $85 billion that year even after almost doubling sales from the prior year....
McKinsey Reveals Blueprint for Functional Agentic AI
🚨McKinsey just dropped how to build agentic AI (that works) Here's everything you need to know in 2 minutes:
Day 49: Implement Anomaly Detection Algorithms for Distributed Log Processing
The post outlines a production‑grade anomaly detection system for streaming log data, combining Z‑score and IQR statistical filters, time‑series baseline analysis, multi‑dimensional clustering, and adaptive thresholds. It emphasizes sub‑second latency and horizontal scalability, referencing Netflix’s 800‑service monitoring, Uber’s 100,000‑event‑per‑second fraud...
Databricks Launches AiChemy Multi-Agent AI for Drug Discovery
Databricks unveiled AiChemy, a reference architecture for a multi‑agent AI system that merges internal enterprise data with external scientific databases via its Model Context Protocol. The platform leverages Delta Lake, Mosaic AI and Agent Bricks to create domain‑specific skills such...
Join Us Tomorrow: How Capitol Imaging Is Using AI-Enabled RIS, Scheduling Bots and Smart Staffing Strategies to Take Care of...
Capitol Imaging Services, a 60‑location outpatient imaging network in the Gulf South and Southeast, is piloting an AI‑enabled radiology information system (RIS) to automate front‑office tasks. Partnering with AbbaDox, the group uses an AI voice agent named Abby to parse...
AI Detectors Flag Generic Posts—Add Specificity, Personality, Insight
Run your posts through AI detectors… but not for the reason you think. If a paragraph scores high on “AI likelihood,” it’s a red flag. It needs: - More specificity - More personality - More original insight Generic content won’t get remembered. Make every sentence irreplaceable.
Hybrid Cloud and AI: The New Enterprise Architecture
Enterprises are shifting from cloud‑first to strategic hybrid cloud to support AI production at scale. AI‑native platforms combined with centralized governance enable modular, continuously evolving architectures that integrate with ERP, CRM, and edge systems. Deloitte and PwC research highlights that...
Meta's Superintelligence Labs Assembles Hardware Team for New AI Devices
Meta Superintelligence Labs is quietly building a hardware team Veteran engineer Rui Xu, with experience at ByteDance, Xiaomi, and Dreamer, will lead the team It hints that Meta's Superintelligence Labs is exploring new AI device types beyond smart glasses. MSL chief Alexandr Wang...
Blocking AI Crawlers Reduces AI-
Do News Publishers That Block AI Crawlers Get Cited Less Often by AI? "Using data from Citation Labs’ AI citation-tracking tool, XOFU, we examined 4 million citations from 3,600 prompts in ChatGPT, Gemini, AI Overviews, and AI Mode, across 10 industries."...
📈 Data to Start Your Week: The AI Capacity Trap
Cheaper AI has triggered a classic Jevons paradox, where falling token prices spur demand that outpaces supply. OpenAI’s API traffic surged from 6 billion to 15 billion tokens per minute between October 2025 and April 2026, a 2.5‑fold rise in five months. Google’s aging...
Stanford Releases Free All‑In‑One LLM Cheatsheets
STANFORD UNIVERSITY compressed the entire field of LLMs and transformers into free cheatsheets anyone can use today. It covers everything from self-attention to Flash Attention, LoRA, SFT, MoE, distillation, quantization, RAG, agents, and LLM-as-a-judge. 100% Free and Open Source
AI Transforms HR Management for a Brighter Future
Empowering People with AI: Revolutionizing the Management of Human Resources for a Brighter Future @TEBReview https://t.co/KjNcgggc6N #HCM #HRM #HumanResources #HRTech #CHRO #FutureofHR
![[Day 1] Everyone's Using AI. Almost Nobody's Building with It.](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://substackcdn.com/image/fetch/$s_!Hq02!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3ac0251e-6b67-4a35-83ea-205c162804bf_1024x1024.png)
[Day 1] Everyone's Using AI. Almost Nobody's Building with It.
Alex McFarland argues that most professionals are stuck at the "using" stage of AI—relying on isolated prompts with tools like Claude or ChatGPT—while a small minority are "building" with AI by creating persistent assets. He illustrates his own solo operation,...
Questioning Sam Altman's Data‑less AGI Urgency Claim
Lol don’t suppose you asked @sama if he had any data whatsoever to support his claims of imminent AGI besides an all-caps feeling of URGENCY
Agents Need Full MLOps Stack to Scale
AgentOps = MLOps for autonomous AI. 🧠⚙️ To scale agents in production you need the full stack: 🗺️ planning 🧠 memory/context 🤖 execution (tools/APIs/code) 📈 monitoring 🔁 optimization 🛡️ governance 🏗️ infrastructure Agents don’t scale without operations. #AgentOps #AIAgents #AgenticAI #LLMs #Automation
How to Reap Compound Benefits From Generative AI
Generative AI has dramatically lowered the marginal cost of creating first drafts, but the true expense now lies in evaluating and learning from those outputs. Leading firms are moving from viewing AI as a simple throughput accelerator to a capability...
Sarvam AI Nears $350M Fundraise to Challenge US, China
ICYMI -0India’s homegrown AI startup, Sarvam AI, is close to raising $300 million to $350 million as it seeks to build a domestic player that can compete with leaders from the US and China. https://t.co/7h7U8WoDWI
APIs Like Claude Threaten Traditional Software Companies
Been thinking about this a lot lately. I feel like most software companies are about to have a very bad time. People are figuring out they can grab an API and build exactly what they need with Claude - in an afternoon,...
Deeptech Startup drivebuddyAI Secures Patent for Real-Time Road Quality Assessment System
DrivebuddyAI, an Ahmedabad‑based deep‑tech startup, has secured a patent for its Integrated Dynamic Road Quality Assessment System. The solution fuses GNSS positioning, IMU acceleration data, and AI‑enhanced video to detect potholes and rough patches in real time and geo‑tag them....
Chinese AI Patents Still Lean on U.S. Research
New @nberpubs: "AI Patents in the United States and China: Measurement, Organization, and Knowledge Flows" https://t.co/418A2ywXHx "continued technological interdependence rather than decoupling, with Chinese AI inventors relying more heavily on U.S. frontier knowledge than vice versa"
Local AI on iPhone Can't Save Apocalypse Survival
Tried Gemma 4 ran locally on my iPhone today I thought it'd be useful in case the apocalypse happens and I need to ask it for survival tips Like how to make a fire 🔥 I guess I'll freeze to death instead...
The AI Future of Law Is Already Here — It’s Just Not Evenly Distributed
Lawyer Zack Shapiro argues that off‑the‑shelf large language models like Claude and ChatGPT now eclipse specialized legal AI tools. By building custom "skills" and feeding the models 2,000‑word prompts, he reduced contract drafting from hours to minutes, creating a self‑reinforcing...
AI Funding Soars While Regulations Lag Behind
$300 billion in AI venture funding. One quarter. Record. Compliance monitoring: 60+ references per day. GDPR. CCPA. HIPAA. The money races ahead. The rules are still being written. Which side of that gap are you on? https://t.co/QGkxI4A6nk
Peer-to-Peer Acceleration for AI Model Distribution with Dragonfly
Dragonfly, a CNCF‑graduated P2P file distribution system, now supports native hf:// and modelscope:// protocols for Hugging Face and ModelScope hubs. The new backends let dfget download model files or entire repositories directly, preserving authentication, revision pinning, and recursive capabilities. By...