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:
Build a Private RAG Pipeline For Free: No Cloud, No Data Leaks, No Limits
The OSINT Jobs team demonstrates how to build a private retrieval‑augmented generation (RAG) pipeline using locally hosted Ollama and Open WebUI. By feeding custom documents into a local model, analysts can query source material without exposing data to the internet. The guide emphasizes zero‑cloud deployment, eliminating data‑leak risks and recurring cloud fees. It also recaps recent OSINT tools, including Monetization Archive, GDELT’s migration to Google Spanner, and a satellite‑derived GPS‑jammer map.
DongshanPI K510 SoM Appears with Dual RISC-V Cores and AI Acceleration
DongshanPI unveiled a new System‑on‑Module built around the Kendryte K510, featuring dual 64‑bit RISC‑V cores clocked to 800 MHz and a dedicated RISC‑V DSP. The module adds a second‑generation KPU AI accelerator capable of 1.22 TOPS (INT8) or 1.22 TFLOPS (BF16), targeting computer‑vision and...
AI Advances Outpace Organizational Operating Models
Feels like we are still very early in figuring out how AI fits into real organizations. The technology is moving fast, but the operating models are still catching up.
Intel's RISCified X86-64 Beats AI Accelerators
Intel won by RISCifying their CISC - still amazed how well x86-64 worked out LPUs is a subset of AI, an accelerator, it's not the RISC @tenstorrent , Trainium, Google TPU are closer. Clean Tensor processor is step one. Then generality, memory...
How Artificial Intelligence Scales Physician Extension
Dr. Tod Stillson argues that the traditional physician‑extension model—relying on nurses, NPs, and PAs—can no longer meet the growing demand for primary care, especially in rural areas. He proposes a physician‑governed artificial‑intelligence platform that codifies clinical reasoning, protocols, and escalation...
Gemini Pro’s Power Stifled by Weak Google Harness
The continuing gap between the capabilities of Gemini Pro 3.1 (very good model) and the capabilities of the Gemini app/website is odd. The model can do what Claude/GPT can do, but there is a minimal harness for tools (file creation,...
CDP Evolution: Generative Interfaces Set to Redefine Sales Data Strategy by 2026
Christian Monberg, CTO of Zeta Global, warned that static customer data platforms will be supplanted by generative, real‑time interfaces by 2026. The shift promises more flexible, AI‑driven data activation for sales and marketing, challenging the long‑standing CDP monopoly.
Scott Brinker Warns AI Agents Will Overhaul Marketing Attribution and Demand Gen
In an exclusive CMSWire interview, Scott Brinker, the creator of the Martech Supergraphic, says AI agents are set to rewrite core marketing processes—from internal workflow copilots to buyer‑controlled assistants—forcing marketers to rethink attribution, AI Engine Optimization and change‑management strategies.
EA Automatic Unveils Adaptive AI Trading Platform to Boost Execution Speed and Risk Management
EA Automatic announced the launch of a data‑driven, adaptive trading platform that tailors algorithmic strategies to individual investors. The system blends AI execution speed with human oversight to improve risk management and KPI monitoring, challenging generic trading bots.
China’s AgiBot G2 Completes 8‑Hour Marathon Livestream, Showcasing Reliable Smart‑Factory Robotics
AgiBot and Longcheer broadcast an eight‑hour, unedited livestream of the AgiBot G2 robot on a consumer‑electronics line, delivering a 99.5% task success rate and processing 310 units per hour. Tens of thousands of viewers watched the robot handle material‑handling tasks in...
They Buried This Idea for 200 Years. Now They're Selling It Back to You.
The post warns that AI is rapidly automating roles in data science, design, voice acting and other creative fields, citing the World Economic Forum’s projection of 92 million jobs displaced by 2030. It revisits a 200‑year debate over guaranteed income, from...
MongoDB Global Field CTO Boris Bialek Says Data Layer Is the Bedrock of AI Strategy
In a RedMonk interview, Boris Bialek, VP of Industries and Global Field CTO at MongoDB, argued that data is the only asset enterprises truly control and must serve as the foundation for AI initiatives. He warned that while LLMs and...
Utilities' $713 Billion Digital Push Opens New Consulting Frontiers
Utilities are set to invest $713 billion in grid digitalization over the next six years, a wave that is creating massive opportunities for management consultants to guide strategy, financing and implementation. The shift is spurred by renewable growth, EV charging and...
White House Chief of Staff Susie Wiles Meets Anthropic CEO Dario Amodei on New Mythos AI Model
White House chief of staff Susie Wiles met Anthropic CEO Dario Amodei on Friday to explore the company’s new Mythos AI model and potential federal use. The discussion, described as “productive and constructive,” comes after a high‑profile clash between the...
FreeCodeCamp Warns AI Code Generators Can Hide Bugs and Raise Technical Debt
FreeCodeCamp released a guide highlighting that AI code‑generation tools often conceal the human context behind produced code, creating hidden bugs and technical debt. The guide proposes tooling to track attribution, surface knowledge gaps, and tighten feedback loops for safer DevOps...
Green Data Centres Forecast to Hit $160.9 Bn by 2031 on AI‑Driven Energy Efficiency
A new market study projects the global green data centre market will climb from $57.84 bn in 2023 to $160.87 bn by 2031, driven by AI‑intensive workloads and stricter emissions targets. The forecast highlights rapid adoption of liquid‑cooling, digital‑twin design and large‑enterprise...
Position Encoding Gives Transformers Sense of Order
Position Encoding Transformers LLMs don't read words in order — they see everything at once. Without position encoding, "the cat sat on the mat" and "the mat sat on the cat" are mathematically identical. Full breakdown: sinusoidal → learned absolute → RoPE →...
Atlassian to Harvest Jira and Confluence Data by Default for AI Training
Atlassian announced that, effective Aug. 17, 2026, it will automatically collect metadata and in‑app content from Jira, Confluence and other cloud products to train its AI models. The policy covers roughly 300,000 global customers, with free, standard and premium tiers...
Taboola Rolls Out DeeperDive AI Engine to Turn Publisher Queries Into High‑intent Ads
Taboola announced DeeperDive, a generative‑AI product that translates on‑site reader queries into high‑intent advertising. The tool taps the company's 9,000‑publisher reach and 600 million daily active users, aiming to keep traffic on the open web while opening a new revenue stream...
OpenAI Loses Three Senior Leaders as It Pivots to Enterprise AI, Raising Investor Concerns
OpenAI announced that three senior executives—Kevin Weil, Bill Peebles and Srinivas Narayanan—departed on April 17, 2026 as the company sharpens its focus on enterprise AI. The exits follow the shutdown of side‑projects like Sora and OpenAI for Science, and come...
I Tried GitHub Copilot Vs. ChatGPT for Coding: What I Learned
A hands‑on comparison of GitHub Copilot and ChatGPT evaluated seven real‑world coding tasks, from simple web apps to debugging and algorithm implementation. Copilot consistently delivered clean, modular code with inline IDE suggestions, while ChatGPT excelled at generating complete scripts and...
Binance Reports AI Tools Drive 45.7% of Platform Activity, Signaling a Shift to Autonomous Trading
Binance disclosed that AI-powered agents generated 45.7% of all interactions on its exchange, a milestone that underscores the growing dominance of autonomous trading. The data reflects broader industry trends as AI and crypto funding converge, reshaping how markets operate.
AI‑Powered Products Flood China Consumer Expo, Boosting B2B Growth
The sixth China International Consumer Products Expo in Hainan unveiled more than 200 AI‑enabled products, including design‑assist robots and smart eyewear, highlighting a rapid shift toward AI‑driven B2B solutions. With 3,400 brands from 60+ countries and international exhibits up 20...
Snap Cuts 1,000 Jobs, Cites AI Shift to Slash $500 M Costs
Snap announced layoffs of roughly 1,000 employees, about 16% of its global workforce, to reallocate resources toward AI‑focused products such as Snapchat+ and Snap Lite. The restructuring is projected to reduce annual costs by more than $500 million, while the company...
LLMs Let Beginners Grasp Complex Immunology with Ease
Reproduced parts of an immunology/ML paper with Claude this afternoon. It is absolutely crazy how far you can get with very minimal knowledge. Of course I didn't do any novel research but if you are curious and want to understand things...
The AI Agent Stack You Actually Need in 2026.
The post argues that AI models are no longer the bottleneck; the real challenge lies in the surrounding stack—persistent memory, reusable skills, and safety rules. It highlights the stateless trap where agents forget prior context, a problem Gartner says will...
ClaudeCode Desktop Hits Weekly Limit After 3 Days
ClaudeCode desktop + Opus 4.7 + MAX plan 3rd day of usage – weekly limit hit. Looks like a bug 🐞 Tokens usage metrics: https://www.threads.com/@alekseipetrov.me/post/DXTqFbaDeh2?xmt=AQF0ZbjaxbwMsUY0e0v3hVyOCbRkX5pCCU6bLFjgOZU3Bw
New This Week: The AI Bubble
The latest OpenDebate blog spotlights a growing debate over whether today’s AI boom is a speculative bubble or the foundation of a lasting technological shift. Analysts note that corporate AI spending has surged past $200 billion, yet many companies struggle to...
Non‑profit DeepSeek Hampers China’s AI Race
I’ve long argued that the initial decision to keep DeepSeek as a non-profit lab was a strategic misstep—not only for DeepSeek itself, but for the broader Chinese AI ecosystem. The AI race is, in many ways, an arms race: it...
AI-Designed Enzymes Poised to Replace Petrochemicals in Everyday Products
The detergent you use. The fabric on your Gore-Tex jacket. The fragrance in your shampoo. For a century, making these products meant petrochemicals and harsh industrial chemistry. AI protein design is changing the underlying process. @ArzedaCo builds custom enzymes for real...
The Real Cost of Letting AI Do It for You
Researchers at MIT Media Lab found that participants who used ChatGPT displayed the weakest neural connectivity, indicating reduced cognitive engagement. The article argues that while AI tools boost short‑term efficiency, they erode deep thinking, originality, critical judgment, and long‑term skill...
Anthropic's Revenue Surge Reportedly Fuels Talk of Trillion-Dollar Valuation
Anthropic reported an annualized revenue exceeding $30 billion, more than three times its level at the end of last year, propelled by its Claude Code and Cowork offerings. Gross margins improved dramatically, shifting from a -94% loss in 2024 to a...
Will AI Steal Your Job? Only 15% of Routine Roles at Risk
Boston Consulting Group’s latest study finds that only 10%‑15% of U.S. jobs—mostly routine roles such as call‑center staff and junior financial analysts—are likely to disappear entirely within the next five years. Meanwhile, 50%‑55% of occupations will be fundamentally reshaped by...
LinkedIn’s MixLM: 10x Faster LLM Ranking via Embedding Injection
LinkedIn unveiled MixLM, a production ranking system that replaces full job descriptions with pre‑computed soft‑embedding tokens, shrinking context from roughly 900 tokens to just 1‑2 per item. This compression lets the Ranker LLM process queries with minimal item overhead, enabling...
Aymar Tech Launches AI-Powered Platform That Researches and Publishes SEO Blog Content
AymarTech unveiled an AI‑driven platform that automates the full blog creation cycle, from keyword research and competitor analysis to writing, fact‑checking, internal linking, and direct publishing. The service targets small and mid‑size firms that lack dedicated content teams, promising faster,...
India Trains Over 2,500 Artisans to Use AI Tools Under PM Vishwakarma Scheme
India’s Ministry of Micro, Small and Medium Enterprises has trained more than 2,500 traditional artisans under the PM Vishwakarma scheme to use AI tools such as ChatGPT, Indus and Google Gemini. The hands‑on workshops focused on product design, branding, business...
LLM System Design Interview #29 - The Compute-Without-Data Trap
Meta’s interview scenario highlights a shift from compute‑constrained to data‑constrained LLM training. When a massive H100 cluster outpaces the amount of high‑quality text, the one‑epoch, token‑throughput mantra collapses, leading to over‑fitting. Engineers must adopt multi‑epoch schedules, re‑introduce heavy regularization, and...
AI Data Centers Face Five Hard Limits, Not Money
Everyone's talking about the AI data center buildout like it's just a money problem. It's not. There are 5 distinct hard constraints stacked on top of each other — and solving one just reveals the next. Why there...
I Tested Opus 4.7 Against Sonnet 4.6. The Newer Model Lost.
Anthropic’s Opus 4.7, touted with a 13% coding boost and higher SWE‑bench scores, fell short in a hands‑on disk‑map terminal UI benchmark. The author compared Opus 4.7, Sonnet 4.6, and GLM‑5.1 using identical hardware and a seven‑category scorecard, and Sonnet...
AI Could Either Lighten or Amplify Women’s Unpaid Labor
AI’s Impact on Women’s Workload: The Best vs. Worst Case Scenario 🤖👩💻 🎬 Enjoy the full video here: 👉 https://t.co/Ms3CuXxWwR How will Artificial Intelligence change the lives of women over the next 5 years? In this short, we explore the potential shift...
Managing Multiple AI Agents Creates a Competitive Moat
Everyone's building their first AI agent. But nobody's talking about what happens with the second and third. We run 6 in production. The infrastructure that stops them from colliding becomes the moat. By month 6, they're handing off work to each other...
MODEX 2026: Drone as a Service Showcases AI-Powered Drones for Warehouse Operations
At MODEX 2026, ZenaTech’s Drone as a Service unveiled the AI‑powered ZenaDrone IQ Nano, a compact indoor drone designed for warehouse tasks. The drone combines 4K imaging, barcode/QR scanning and obstacle avoidance to automate inventory, mapping, inspections and security monitoring. It...
Think 12‑24 Months Ahead in Exponential AI
when you're on an exponential like AI development, looking 12-24 months down the road is where you need to live mentally as an operator.
AI Trust Models Yield Consistent yet Biased Decisions
AI systems simulate human trust using structured models, producing consistent decisions that differ from human intuition and show stronger demographic biases. https://t.co/WKFCeD4a67
Long‑term AI Agents Revive Classic Alignment Challenges
With chatbots, AI alignment looked easier than expected. But with the shift to ever smarter longer-horizon agents, the classic reasons for concern come back. New primer: four reasons why AI won't do what we want 🧵 https://t.co/xTFjPXWnK8
AI Fuels Surge of “Not X, It’s Y” Press Releases
AI has created a bull market in ‘it’s not X, it’s Y’ appearing in corporate press releases. https://t.co/uB4nF1Eeff
AI SEO Agents Free Creators From Optimization Grind
Installing SEO agents for my own wordpress and webflow's has been mind blowing. This allows me and my editor do our most creative work since AI is doing all the SEO heavy lifting. DM me if you want to learn how to...
AI's 15‑Year Journey and Future Unveiled
If you're interested in how AI grew up over the past 15 years, and where it's headed, this new book tells the story in a riveting, page-turner way. In the new Ground Truths with @scmallaby https://t.co/B7ElqyDBPM
CEOs Ask VPs to Envision AI‑driven Headcount Cuts
Friend at ~2,000 software company just told me last week all the VPs were being asked: “Hypothetically, what could your department’s headcount look like today because of AI?” “We aren’t doing anything…the CEO is just thinking how AI could change the org...
AI and Crypto Will Transform Life Despite Risks
AI is amazingly powerful and will change our lives. I have no doubt it will have it's own painful incidents and risks, but nevertheless, it will change the way we do things. This is also true for crypto.