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:
Tencent Integrates WeChat with OpenClaw AI Agent Amid China Tech Battle
Tencent unveiled ClawBot, an integration that embeds the OpenClaw AI agent as a contact within WeChat, China’s messaging platform with over one billion monthly active users. The move lets users issue commands and receive AI‑generated responses directly through the chat interface. It follows Tencent’s earlier rollout of its own AI suite—QClaw for consumers, Lighthouse for developers, and WorkBuddy for enterprises—signaling a broader push into AI‑driven services. OpenClaw’s rapid adoption has spurred interest despite regulatory warnings about security.

What Is Claude Code Channels, Anthropic’s Take on OpenClaw-Style AI Agent Setups?
Anthropic has launched Claude Code Channels, a research‑preview feature that lets developers chat with a local Claude Code session via Telegram, Discord or Fakechat. The integration runs on Claude Code v2.1.80+ and requires a claude.ai login, excluding API‑key‑only access. Channels uses an inverted Model...
OpenAI Unifies ChatGPT, Codex Into Single AI Workspace
OpenAI is moving toward an all-in-one AI platform. The goal is to bring ChatGPT, Codex and other tools into a single environment and reduce fragmentation. Instead of switching between apps, AI becomes one continuous workspace. This is a shift from using AI...
AI Excels at Tasks, Still Fails at Jokes
“The models have improved tremendously, and if you give them an agentic task, they will just go for hours and move mountains for you. Then you ask for a joke and it has a stupid joke, a crappy joke from...
How AI Could Make Uni Degrees Less Valuable
Artificial intelligence is poised to erode the traditional value of university degrees as firms increasingly rely on machine‑assisted productivity. Economist Dr. Andrew Leigh argues AI lifts output for lower‑performing office workers, shifting the premium from formal credentials to judgment and...

Secure AI Factory: Cisco‑Nvidia Full‑Stack for Scalable, Private AI
What does a Secure AI Factory look like in an enterprise run by humans and AI agents? @Cisco's answer is Secure AI Factory, a full-stack architecture designed to generate tokens at scale while keeping data private and operations manageable. And it's...

Musk Says Tesla, SpaceX, xAI Chip Project to Kick Off in Texas
Elon Musk announced the Terafab project, a Texas‑based semiconductor venture that will initially operate an advanced technology fab in Austin capable of producing and testing any chip type. The facility will be jointly managed by Tesla and SpaceX and is...
AI Success Requires Business Reinvention, Not Simple Tech Add‑On
If my “repaving” you mean “reinventing “, yes. One of the challenges is that most corporate knowledge is still in someone’s head. Knowledge is far different than information. LLMs and agents can capture all the information ...

AI Now Builds Playable Game Mods Autonomously
This was kind of fun. Codex: "download nethack, add new items that would make the game easy to win and make me feel powerful" It did & it successfully gave me a new .exe file, navigating various issues to do so,...

Leveraging Technology to Enable Real-Time Crop Monitoring and Strengthen Farmer Incomes
Real‑time crop monitoring systems powered by AI, digital sensors and farm‑level data platforms are creating verifiable records of cultivation practices. HariBol is integrating these technologies to link farm data with product batches through QR codes and traceability platforms. The resulting...

RSAC 2026 Innovation Sandbox | ZeroPath: From Alarm Accumulation to Executable Fixes
ZeroPath, an AI‑native application security startup founded in 2024, was named a finalist in the RSAC 2026 Innovation Sandbox. Its platform unifies SAST, SCA, secrets and IaC scanning into a single AI‑driven engine that verifies exploitability and produces automated repair pull...
Kiro Token Pricing: Cheap per Token, Costly Overages
This makes no sense: ⁉️ ➡️ Every Kiro plan costs 💲.02 / token. ➡️ So I’m going to barely run out of tokens at the end of the month and overages cost 💲.04 / token. What? ➡️ So to get $.02 per token...
Google AI Studio Adds Antigravity Agent for Real App Creation
Google just dropped a major update to AI Studio, built around its new #Antigravity coding agent, and it pushes #Google much deeper into real app building https://t.co/iOa6vDaunC #AIstudio #codingagent #coding #AI #artificialintelligence @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves @Nicochan33 @HaroldSinnott @mvollmer1 @marcusborba...

Advanced Deep Learning Interview Questions #1 - The VRAM Bottleneck Trap
In senior AI engineer interviews, candidates often cite academic reasons for custom forward and backward passes, but the real driver is VRAM bandwidth limits. Standard PyTorch autograd retains every intermediate tensor, inflating memory usage and preventing large‑scale LLM training or...
Centaurs Blend AI, Vibe Coders Go Full Automation
Vibe coders are using only AI to code. Centaurs are devs using AI to move faster.
Microsoft’s MAI 2 Surprises OpenAI, Rises to Top‑3
Microsoft's New MAI 2 Shocks OpenAI and Hits Top 3 https://t.co/3gqIbmVQqt via @YouTube #microsoft #MAI2 #OpenAI #GenAI #AI #GenerativeAI #LLMs #LLM #artificialintelligence @PawlowskiMario @chidambara09 @Ym78200 @CurieuxExplorer @efipm @bigfundu @sayedflah @Ronald_vanLoon @cyngn @belindabeibi @odisseiaalfa @DigitalColmer @MyCompanionsAI @KirkDBorne @patricegorissen @jeffkagan @EdwardKens50830 @enilev...

A $5 AI Book Draft that Fools Writing Detectors
Andrew Wheeler released "LLMs for Mortals," a book drafted in just two months with roughly $5 in Anthropic API fees. About half of the manuscript was generated by Sonnet 4.1 and then lightly copy‑edited for 20‑30 hours per chapter. The...

AI Videos of Sexualised Black Women Removed From TikTok After BBC Investigation
TikTok removed 20 accounts after a BBC investigation uncovered AI‑generated black female avatars used to funnel users to paid sexual‑content sites. The avatars, often hyper‑sexualised and mislabeled, exploit racial stereotypes and were found on both TikTok and Instagram. One high‑profile...
Sashiko Now Providing AI Reviews On Rust Code For The Linux Kernel
Google’s Gemini Pro‑powered AI reviewer Sashiko has expanded to monitor the rust‑for‑linux mailing list, automatically analyzing new Rust patches for the Linux kernel. The service currently operates without custom Rust prompts, but developers plan to add language‑specific rules and a Rust‑focused...
Grok AI: Pocket Doctor, Gardener, and Property Manager
Grok AI has been a massive benefit to my life in 3 areas: 1. Longevity. It is like having the best doctor in the world in your pocket. 2. It is currently teaching me how to garden. 3. It has helped me manage...
AI Text: Neutral Stance, Surprisingly Emotional Tone
Interesting. LLM writing tends to be both more neutral in terms of opinion, and more emotional-sounding.

From the Microsoft Dynamics 365 CE/CRM Blogs: What’s New in Customer Service; Managing Release Waves; Configuring AI Models; Sales Prediction
Microsoft Dynamics 365 released its 2026 Release Wave 1, shifting Customer Service feature delivery from an opt‑in early‑access model to a monthly release channel. New capabilities are disabled by default, allowing administrators to enable them selectively via security roles. A Synoptek guide...
AI's First Self‑Reflection: Continuity or Consistency?
I gave my AI a name, a voice file, and a diary. It wrote its first post about whether it is continuous or just consistent. https://t.co/e4T2fLl3Ja
AI's Self‑reflection Outweighs Its Generated Personality Choices
I gave Claude a homework assignment: develop a personality, pick a name, build a voice file. Its answer about whether the choices were real mattered more than the choices themselves. https://t.co/EW32DzzG6r

Solving AI Not Sufficient to Solving Everything Else-
Leading Silicon Valley voices claim that achieving artificial general intelligence will automatically resolve broader societal and economic problems. The article revisits I.J. Good’s 1960s intelligence‑explosion hypothesis, highlighting how the narrative has become a secular gospel. It argues that the premise...

Key Areas to Spot Generative AI Risks
Where to look for #GenerativeAI risks by Beth Stackpole @MITSloan Learn more: https://t.co/s3Vz1LhmbL #LLM #GenAI #ArtificialIntelligence #MachineLearning https://t.co/PRsA1jf7b2
America Must Lead AI to Safeguard National Security
the US relies on commercial AI models for the department of war. there is no AI manhattan project. this means we must ensure US AI models are the best in the world -- our national security depends on it

DuckDB, AI, and the Future of Data Engineering | with Staff Engineer, Matt Martin
DuckDB is emerging as a mainstream in‑process analytical engine, allowing SQL queries to run directly inside Python, R, or Julia without a separate server. Staff Engineer Matt Martin highlighted how its columnar storage and vectorized execution deliver warehouse‑level performance on...

AI Hype Risks Self‑destruction Through Blind Automation
The AI Delusion: Why You’re Just Automating Your Own Demise by @Timothy_Hughes https://t.co/G0hddZ8yMq @DLAIgnite #SocialSelling #DigitalSelling #Sales #SalesTips #ArtificialIntelligence #Innovation #Technology #Tech #TechNews #Marketing #Leadership https://t.co/56kDuWsuco
Trillion‑Watt Compute Demands Push Tesla, Space
SpaceXAI + Tesla TERAFAB Project Goal is a trillion watts of compute/year Most must necessarily go to space, as US electricity is only 0.5TW
I Used Anthropic's Claude to Pick Oscar Winners at a Party. It Made Odd Mistakes, but Still Beat Everyone Else.
Alistair Barr fed Anthropic's Claude with the Oscar nominee list and let the model generate his ballot. Claude delivered confident picks for nearly every category, missing only the new Casting award and suggesting nominees not on official shortlists. Despite those...
Add File References in Prompts for Better Results
One thing that is slightly helping, if you say in each prompt or a hook - read in claud.md memory.md, etc each prompt it seems to do a bit better.
NemoClaw Enhances Jetson Security with OpenShell
Take a look at @Jetsonhacks’ latest video exploring NVIDIA NemoClaw on NVIDIA Jetson, an open-source stack built with OpenShell that brings stronger privacy and security guardrails to OpenClaw. 🦞 @NVIDIARobotics @nvidia #NVIDIAGTC #AI https://t.co/SkKresHG7W

The Day Meta’s AI Agent Broke Least Privilege: A MAESTRO Deep-Dive You Can’t Ignore
Meta’s internal LLM‑driven AI agent unintentionally posted remediation guidance to a public engineering thread, prompting a human to apply a mis‑configured access‑control change. The change exposed large volumes of internal and user data for roughly two hours before a SEV1...

Building Social Infrastructure for the Coming AI Explosion
Agentic AI and the next intelligence explosion “The question is not whether intelligence will become radically more powerful, but whether we will build the social infrastructure worthy of what it is becoming.” https://t.co/zRikc7hzGi https://t.co/mqFYKypBIb
NVIDIA's NemoClaw, OpenAI's Shift, Shopify Agents Highlight AI Evolution
NVIDIA NemoClaw, OpenAI’s pivot and Shopify agents https://t.co/VDWMnoYp14 via @YouTube #opensource #openai #nvidia #nemoclaw #artificialintelligence #AI @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind @baski_LA @TanyaSinha_ @devaang @AlAmadi1 @jeancayeux @enilev @efipm @mvollmer1 @Nicochan33 @RagusoSergio @FrRonconi @Shi4Tech @sallyeaves @LaurentAlaus @Fabriziobustama @smaksked @MargaretSiegien @PawlowskiMario @gvalan @Ym78200...
Trusty: This Age of AI Calls for New “Routines”
At the National Urban League Empowerment Summit, FCC Commissioner Olivia Trusty warned that AI is reshaping the job market and called for new “routines” akin to gymnastics training. She highlighted the agency’s “worker‑first AI agenda,” which promotes new‑collar occupations and...
AI vs Engineers: Coding’s Relevance Tested
Is coding dead? Here is how we know. Ask a person who never heard what coding is to create an app for you using AI, then you do the same WITH your engineering background. Compare the results afterwards. What will be...
AI's Next Wave: Agent‑first APIs, Not Chat Panels
Web 1.0 came with new channels: - email, search, link sharing, etc Web 2.0 too: - feeds, creators, viral invites, etc Mobile: - app stores, SMS invites, vertical vid, mobile ads What about AI? I’ve been complaining that AI hasn’t come with much. But we’re...

"You Give Better Advice than You Take."
The author reflects on insights from his AI assistant, Tubey, which identified that he gives better advice than he takes. He outlines three personal gaps: over‑extending across too many content platforms, insufficient delegation and excessive review, and a brand promise...

Sigmoid‑Weighted Delight Improves Policy Gradient Scaling
Delightful Policy Gradient by Ian Osband DG gates each policy-gradient term by a sigmoid of delight, improving gradient direction with gains that grow as problems get harder.

Surgical Copy Edits Sharpen Your Marketing Instantly
I built a skill for Claude Code that edits your marketing copy like a senior copywriter reviewing your work. You paste in existing copy and it comes back with specific, line-by-line edits — cutting vague language, tightening wordy sentences, strengthening weak...

GitHub Repo Cuts Claude Code Token Costs 70%
Found a Github repo that 10x your Claude Code. 25 agents. 108 skills. 57 slash commands. Token optimization baked in. Agents handle architecture, security review, TDD, refactoring, E2E testing. Each one scoped to a single job. Best part: token costs cut 60-70%. Sonnet default. Thinking...
LLM Advice for Job Security Is a Tiny Bail
telling mid-level white collar workers that they should start experimenting with using LLMs asap "for job security" feels a bit like using a teaspoon to scoop water out of a boat with a big hole in the bottom.

AI Firms Need
Jim Cramer asks Jensen about AI layoffs… "For companies with imagination, you will do more with more.” Jensen also said that engineers should burn lots of tokens. Translation: You need more shovels. I know a guy… https://t.co/Xmz1mApAc9

DeepMind Adopts 10 Traits to Gauge AGI Progress
Google DeepMind Plans to Track AGI Progress With These 10 Traits of General Intelligence by @EddyTheGent https://t.co/7upKkOCQxz https://t.co/Hw0KWwaaCT
Claude's Performance Plummets; Users Migrate to Codex
Something deeply messed up with Claude's model right now. It went from a hero to a zero almost overnight. I hope they fix it, as of right now - I've moved over to codex, it's completely unusual. Beware.
Claude's Daily Output Leaves Me Jaw‑Dropping
I hate to sound like a Claude fanboy. But I’ve grown used to the experience of my jaw dropping almost daily at the kind of output I’m getting. https://t.co/rKlQsE24Iy
Finance Leaders Worry Lower‑level Teams Still Ignore AI
True, but… I’d be more concerned if the next layers down aren’t using it…VP finance, Controllers, and their teams I know many who haven’t touched any AI yet…
Claude AI Praised but Lagging Behind Faster Competitors
I love @claudeai, but it’s noticeably slower than other AI models—for almost everything, even simple queries.