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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.

What Is Claude Code Channels, Anthropic’s Take on OpenClaw-Style AI Agent Setups?
NewsMar 22, 2026

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...

By Indian Express AI
OpenAI Unifies ChatGPT, Codex Into Single AI Workspace
SocialMar 22, 2026

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...

By Spiros Margaris
AI Excels at Tasks, Still Fails at Jokes
SocialMar 22, 2026

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...

By Tren Griffin
How AI Could Make Uni Degrees Less Valuable
NewsMar 22, 2026

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...

By Sydney Morning Herald – Business
Secure AI Factory: Cisco‑Nvidia Full‑Stack for Scalable, Private AI
SocialMar 22, 2026

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...

By Helen Yu
Musk Says Tesla, SpaceX, xAI Chip Project to Kick Off in Texas
NewsMar 22, 2026

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...

By Bloomberg – Technology
AI Success Requires Business Reinvention, Not Simple Tech Add‑On
SocialMar 22, 2026

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 ...

By Mark Cuban
AI Now Builds Playable Game Mods Autonomously
SocialMar 22, 2026

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,...

By Ethan Mollick
Leveraging Technology to Enable Real-Time Crop Monitoring and Strengthen Farmer Incomes
NewsMar 22, 2026

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...

By The Hindu BusinessLine – Economy
RSAC 2026 Innovation Sandbox | ZeroPath: From Alarm Accumulation to Executable Fixes
NewsMar 22, 2026

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...

By Security Boulevard
Kiro Token Pricing: Cheap per Token, Costly Overages
SocialMar 22, 2026

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...

By Teri Radichel
Google AI Studio Adds Antigravity Agent for Real App Creation
SocialMar 22, 2026

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...

By Amitav Bhattacharjee
Advanced Deep Learning Interview Questions #1 - The VRAM Bottleneck Trap
BlogMar 22, 2026

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...

By AI Interview Prep
Centaurs Blend AI, Vibe Coders Go Full Automation
SocialMar 22, 2026

Centaurs Blend AI, Vibe Coders Go Full Automation

Vibe coders are using only AI to code. Centaurs are devs using AI to move faster.

By Mark Davis
Microsoft’s MAI 2 Surprises OpenAI, Rises to Top‑3
SocialMar 22, 2026

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...

By Amitav Bhattacharjee
A $5 AI Book Draft that Fools Writing Detectors
BlogMar 22, 2026

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...

By Boing Boing
AI Videos of Sexualised Black Women Removed From TikTok After BBC Investigation
NewsMar 22, 2026

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...

By BBC – Technology
Sashiko Now Providing AI Reviews On Rust Code For The Linux Kernel
BlogMar 22, 2026

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...

By Phoronix
Grok AI: Pocket Doctor, Gardener, and Property Manager
SocialMar 22, 2026

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...

By Nick Huber (Sweaty Startup)
AI Text: Neutral Stance, Surprisingly Emotional Tone
SocialMar 22, 2026

AI Text: Neutral Stance, Surprisingly Emotional Tone

Interesting. LLM writing tends to be both more neutral in terms of opinion, and more emotional-sounding.

By Noah Smith
From the Microsoft Dynamics 365 CE/CRM Blogs: What’s New in Customer Service; Managing Release Waves; Configuring AI Models; Sales Prediction
BlogMar 22, 2026

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...

By MSDynamicsWorld
AI's First Self‑Reflection: Continuity or Consistency?
SocialMar 22, 2026

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

By Brad Feld
AI's Self‑reflection Outweighs Its Generated Personality Choices
SocialMar 22, 2026

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

By Brad Feld
Solving AI Not Sufficient to Solving Everything Else-
NewsMar 22, 2026

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...

By The Asset – ETF tag
Key Areas to Spot Generative AI Risks
SocialMar 22, 2026

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

By Ron van Loon
America Must Lead AI to Safeguard National Security
SocialMar 22, 2026

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

By Andrew Arruda
DuckDB, AI, and the Future of Data Engineering | with Staff Engineer, Matt Martin
BlogMar 21, 2026

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...

By Confessions of a Data Guy
AI Hype Risks Self‑destruction Through Blind Automation
SocialMar 22, 2026

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

By Tim Hughes
Trillion‑Watt Compute Demands Push Tesla, Space
SocialMar 22, 2026

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

By Elon Musk
I Used Anthropic's Claude to Pick Oscar Winners at a Party. It Made Odd Mistakes, but Still Beat Everyone Else.
NewsMar 21, 2026

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...

By Business Insider — Markets
Add File References in Prompts for Better Results
SocialMar 22, 2026

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.

By Dave Kennedy
NemoClaw Enhances Jetson Security with OpenShell
SocialMar 22, 2026

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

By Harold Sinnott
The Day Meta’s AI Agent Broke Least Privilege: A MAESTRO Deep-Dive You Can’t Ignore
BlogMar 21, 2026

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...

By Agentic AI
Building Social Infrastructure for the Coming AI Explosion
SocialMar 22, 2026

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

By David Barzilai, MD PhD
NVIDIA's NemoClaw, OpenAI's Shift, Shopify Agents Highlight AI Evolution
SocialMar 22, 2026

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...

By Amitav Bhattacharjee
Trusty: This Age of AI Calls for New “Routines”
NewsMar 21, 2026

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...

By Radio World
AI vs Engineers: Coding’s Relevance Tested
SocialMar 21, 2026

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...

By Matt Watson
AI's Next Wave: Agent‑first APIs, Not Chat Panels
SocialMar 21, 2026

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...

By Andrew Chen
"You Give Better Advice than You Take."
BlogMar 21, 2026

"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...

By Creator Science
Sigmoid‑Weighted Delight Improves Policy Gradient Scaling
SocialMar 21, 2026

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.

By Sung Kim
Surgical Copy Edits Sharpen Your Marketing Instantly
SocialMar 21, 2026

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...

By Corey Haines
GitHub Repo Cuts Claude Code Token Costs 70%
SocialMar 21, 2026

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...

By ai_topia_
LLM Advice for Job Security Is a Tiny Bail
SocialMar 21, 2026

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.

By Jason Jacobs
AI Firms Need
SocialMar 21, 2026

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

By OnlyCFO
DeepMind Adopts 10 Traits to Gauge AGI Progress
SocialMar 21, 2026

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

By Brian Ahier
Claude's Performance Plummets; Users Migrate to Codex
SocialMar 21, 2026

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.

By Dave Kennedy
Claude's Daily Output Leaves Me Jaw‑Dropping
SocialMar 21, 2026

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

By Michael Hyatt
Finance Leaders Worry Lower‑level Teams Still Ignore AI
SocialMar 21, 2026

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…

By OnlyCFO
Claude AI Praised but Lagging Behind Faster Competitors
SocialMar 21, 2026

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.

By Michael Hyatt