T3 Code: Another Agentic GUI that Is GOOD BUT NOT USABLE..
The video reviews T3 Code, a newly released open‑source graphical interface for Claude‑code agents that runs either as a local desktop app or a simple web server. While the tool promises project management, branch handling, and one‑click commit/push features, it remains in alpha and lacks essential security controls, requiring external solutions for password protection. Key pain points include a fragile project‑addition workflow—misspelled paths or tilde shortcuts silently fail—and vague file‑change notifications that only state “file change completed” without showing diffs. Memory consumption exceeds 200 MB, noticeably higher than Verdant’s lean 100 MB footprint, and the UI feels buggy, limiting its suitability for daily development. The reviewer contrasts T3 Code with alternatives such as Gene, Conductor, and especially Verdant, praising Verdant’s lightweight design, parallel‑agent handling, and integrated file editing that mimics a browser’s tabbed experience. Specific examples cited include error messages when using the tilde path and the inability to view changed files without code‑ex checkpoints. Overall, T3 Code offers a promising open‑source foundation but delivers little new functionality and suffers from usability flaws. Its success will depend on community contributions to address bugs, improve transparency of code changes, and streamline resource usage, positioning it as a viable competitor to more polished proprietary tools.
Gradient Boosting vs AdaBoost vs XGBoost vs LightGBM vs CatBoost | Boosting Explained 🔥
The video demystifies five popular boosting frameworks—Gradient Boosting, AdaBoost, XGBoost, LightGBM, and CatBoost—highlighting that despite similar naming, each follows a distinct training philosophy and performance profile. Gradient Boosting builds trees sequentially on residuals, offering stability but limited scalability. AdaBoost reweights hard‑to‑classify...
Techstrong TV - March 6, 2026
TechStrong TV hosted Dennis Mandich, co‑founder and CTO of Crypt, to discuss the emerging quantum security landscape and the company’s inclusion in the Quantum Security 25 list. Mandich outlined his 20‑year intelligence background, the formation of the Quantum Economic Development...
Worried AI Will Take Your Job? Watch This.
AI should be seen as a force multiplier rather than a replacement for human skills, according to the speaker. Workers shouldn’t skip learning core tools—like SQL or cloud infrastructure—because AI can perform tasks they don’t yet know; instead, they should...
🚨 AI That Fixes Data Pipelines By Itself? Big Tech Is Already Doing This
Big tech is rapidly embedding AI into data pipelines to detect anomalies and errors in real time and, increasingly, to automatically repair issues as data flows through systems. Advances now extend these capabilities from structured to unstructured data—like audio and...
Meet 2025 President’s Innovation Challenge Finalist: Kura
Every year, up to $100 billion intended for families, communities and emerging markets never reaches its destination. The President’s Innovation Challenge 2025 finalist, Cura, a platform founded by Stephanie Joseph, aims to close that gap by leveraging artificial intelligence and blockchain...
Black Hat USA 2025 | Reinventing Agentic AI Security With Architectural Controls
At Black Hat USA 2025, David Brockle III of NCC Group opened his briefing by framing AI security as a modern parallel to the early web’s reliance on firewalls. He argued that today’s AI guardrails function like statistical heuristics—useful but...
U.S. Office of Personnel Management Drops Claude, Adds Grok and Codex to AI Use Disclosure
The U.S. Office of Personnel Management (OPM) updated its public AI‑use disclosure, removing Anthropic’s Claude after a Trump‑issued ban and adding xAI’s Grok and OpenAI’s Codex. The removal follows a dispute over Claude’s guardrails that prompted multiple federal agencies to...
News Update: OpenAI & Anthropic Feud Heats Up
The video outlines an escalating rivalry between OpenAI and Anthropic after OpenAI announced a partnership with the Department of Defense, claiming alignment on safety red lines, while internal messages suggest OpenAI has no control over Pentagon decisions. The fallout prompted users...
If You Don’t Have a Village, You Might Lean on AI
The video examines a growing phenomenon: individuals, particularly women escaping abusive relationships, are turning to AI companions as their sole source of emotional safety. The speaker recounts a poll of AI‑companion users that uncovered a striking number of respondents who...
Senko on How Hollow Core Fiber Could Solve AI Data Centers’ Land and Power Crunch
The interview at Mobile World Congress spotlights hollow‑core (holo) fiber as a potential game‑changer for AI‑driven data centers. While the technology has existed for three decades under the name photonic crystal fiber, its ultra‑low latency—about 30% faster signal propagation—makes...
Bill Kennedy at FOSDEM'26: Directly Integrating LLM Models Into Go Applications
At FOSDEM ‘26 Bill Kennedy unveiled a new approach for integrating large‑language‑model inference directly into Go applications, bypassing traditional model‑server architectures. He explained how licensing costs and the need to run separate C‑or‑Python services have hampered Go developers. Ron Evans’ pure‑Go FFI...
Agentic Commerce 2026: Retail AI | Retail and Consumer Products Outlook 2026 | Deloitte Insights
The video introduces "agentic commerce," where AI agents autonomously locate, compare, and purchase products on behalf of consumers. Deloitte surveyed over 330 senior retail executives and combined the findings with market data to gauge how retailers are preparing for this...
AI Integration in Telecom Networks and 6G Possibilities
At MWC 2026, Tony Pulos hosted a panel with Nvidia’s VP of AI and Telecoms and Super Micro’s head of 5G and edge solutions to explore how artificial intelligence will be woven into the fabric of next‑generation telecom networks. The...
Building End-to-End AI Architectures
At MWC 2026, telecom executive Tony Pulas convened Nvidia’s Chris Penrose and Supermicro’s Vic Mala to discuss the challenges and solutions surrounding end‑to‑end AI architectures for telcos and enterprises. The panel highlighted that while ambition to adopt AI is high,...
How to Actually Start a PROFITABLE AI Agency in 2026
The video presents a step‑by‑step blueprint for launching a lean, AI‑powered agency in 2026, arguing that traditional tactics—websites, paid ads, broad service menus—are unnecessary. Instead, the presenter promotes a “simple AI agency” model that can be built from scratch with...
Designing Next‑Gen 5G/6G & AI‑Driven Devices
The video outlines a collaborative effort between Nvidia, Synopsys and Rohde Schwarz to create a lifecycle digital‑twin platform for next‑generation 5G/6G and AI‑driven devices. The partnership targets the emerging challenge of native‑AI radio access networks, where antennas and radios must adapt...
Join Now or Become Obsolete in 12 Months
The video markets the "AI Automation Insiders" program, positioning it as a make‑or‑break opportunity: users who adopt AI‑driven workflows will thrive, while those who wait risk becoming obsolete within a year. The presenter claims to have scaled his own eight‑figure...
Data Security in the Age of AI: Proactive Strategies to Protect Your Most Valuable Assets
The webcast, led by Peter Sleven, senior information‑security manager at Bank of Ireland, examined how enterprises can safeguard data as AI adoption accelerates. Sleven framed data security as a prerequisite for successful AI projects and outlined a roadmap that spans...
ZTE’s 6G Vision
At MWC Barcelona, Grace Tang, vice‑president of ZTE’s SETI division, outlined the company’s 6G roadmap, emphasizing two strategic convergences: integration with non‑terrestrial networks (NTN) and deep coupling with artificial intelligence (AI) under the evolving 3GPP framework. Tang detailed a heterogeneous XPU...
Complex Debt Sculpting with Claude in Excel
The video demonstrates how Claude, an AI language model, was tasked with constructing a complex debt‑service schedule for the CFM program’s Blackrat case study. Using only the Word document and Excel worksheet provided, Claude generated a full‑featured quarterly financial model...
Dexterity's Agentic AI Framework
Dexterity unveiled an agentic AI framework that links real‑world perception to Foresight’s world‑model simulation, creating a predictive digital twin for testing actions. The system orchestrates asynchronous skill agents—each handling navigation, manipulation, or planning—through a central coordinator, enabling modular scalability. It...
LangSmith Skills + CLI: AI Agents That Debug and Improve Themselves 🤖
LangChain unveiled LangSmith Skills together with a new command‑line interface, enabling AI coding agents to debug themselves, generate datasets, and run experiments directly from the terminal. The Skills extend the LangSmith platform—already used for tracing, evaluating, and monitoring LLM applications—by exposing...
Production ML on AWS: Monitoring, Troubleshooting, and Cost Optimization
The video demonstrates how to monitor, troubleshoot, and optimize production ML deployments on AWS, using CloudWatch logs to validate API Gateway and Lambda-based serverless inference pipelines. It walks through triggering an API, inspecting log groups and log streams to confirm...
Enable CORS for Your Machine Learning API: Connect Frontend to AWS API Gateway
The tutorial walks MLOps engineers through enabling Cross‑Origin Resource Sharing (CORS) on AWS API Gateway so web front‑ends can call Lambda‑hosted machine‑learning models. It details configuring the hidden OPTIONS pre‑flight request, redeploying API stages, and fixing common browser CSP errors....
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
The tutorial walks through updating a containerized ML model on AWS Lambda after pushing a new image to Amazon ECR, highlighting why old results can persist. It demonstrates fixing a Python return statement to include readable class labels, redeploying via...
Building a Machine Learning API: Integrating AWS Lambda with API Gateway
Developers can now expose machine learning models hosted on AWS Lambda as RESTful services using Amazon API Gateway. The tutorial walks through creating a new API, adding a /predict resource, configuring a POST method, and linking it to a container‑based...
AI’s Role in Personalisng Medical Decisions with Patients
The video explores how artificial intelligence can augment, but not replace, clinicians when personalizing medical decisions for individual patients. Speakers note that AI excels at managing the massive knowledge base and cognitive load inherent in modern medicine, delivering guideline‑driven treatment options...
OpenAI Just Dropped GPT-5.4 and WOW....
OpenAI unveiled GPT‑5.4, its latest flagship model that merges the strengths of the previous 5.2 general‑purpose engine and the 5.3 Codex coding specialist into a single, “everything” model. The release includes two variants—Thinking and Pro—both featuring a 1 million‑token context window,...
Virtual Town Hall: Technology, Design, and Pedagogy
Harvard’s Graduate School of Design held its sixth virtual town hall, bringing together alumni, faculty, and students to discuss how technology, design, and pedagogy intersect in the school’s evolving curriculum. Dean Sarah Whiting highlighted recent initiatives, from AI‑driven archival digitization and...
Why GenAI Projects Fail
The video warns that more than half of generative AI initiatives stall before production, citing Gartner’s prediction that over 50% fail to transition from proof‑of‑concept to deployment. It attributes failures to three root causes: AI that does not deliver measurable business...
João Moura on Multi-Agent Systems, Autonomous Workflows & AI Entrepreneurship | Ep 09
In this episode, João Moura (Joe Mora), founder and CEO of Crew AI, discusses the company’s mission to deliver end‑to‑end multi‑agent workflows for large enterprises. He explains how the startup grew from an open‑source library into a platform that handles everything...
"Un-Sexy" AI Stole the Show at ViVE2026
At ViVE2026 the AI‑scribe boom quieted, signaling a pivot toward using artificial intelligence for the “un‑sexy” administrative work that burdens health systems. Speakers highlighted practical applications such as 3D liveness for patient identity, AI‑driven point‑of‑care skin imaging, and new policies...
02/20/2026: Law Firm Recruiting Turns to AI Bots, Harvey Partners with Harvey, and More
The Legal Tech Week panel highlighted a rapid shift in the legal industry as AI moves from peripheral tools to core operational assets. Discussions ranged from law firms deploying AI-driven bots to streamline recruiting, to the new partnership between...
Computer Use & Frontend UI with GPT-5.4 Thinking
The video announces the launch of GPT‑5.4 Thinking, highlighting two breakthrough capabilities: persistent KUA (computer‑use) that lets the model manipulate graphical interfaces directly, and an image‑driven website generation workflow that creates and validates site assets from visual mockups. Demonstrations show the...
AI Benchmarks: What Jellyfish Learned From Analyzing 20 Million PRs
Jellyfish analyzed telemetry from 1,000 customers — covering about 200,000 developers and 20 million pull requests — to benchmark AI adoption and impact in software engineering. The company links IDE and agent usage (e.g., Copilot) to task and source-control data...
Matthew Kerbis - Practi - CodeX Group Meeting - February 26, 2026
Matthew Kerbis, co-founder and CEO of Practi, presented a subscription-billing platform designed to help law firms pivot away from the billable hour as AI reduces time-based revenue. Practi lets firms sign up free, build subscription packages, and currently charges $20/month...
Long-Running AI Agent Browser Automation Tasks Is Here
The video showcases a long‑running autonomous AI agent tasked with open‑ended browser automation, first to create an email, register on Twitch, and go live, then to earn a dollar in thirty minutes. The presenter feeds the agent a vague goal...
How Generative AI Can Make Diabetes Care Proactive, Not Reactive
Dexcom CTO Girish Naganathan highlights that behavior change remains the toughest hurdle in diabetes care. By pairing continuous glucose monitoring (CGM) with generative AI, raw glucose data can be transformed into real‑time, actionable recommendations. The technology aims to shift guidance...
Sysadmin Meltdown: Inside the Data Center Chaos & the Fixes | TSG Ep. 1033
The Techstrong Gang episode dissects why modern data‑center outages erupt, highlighting aging infrastructure, shrinking budgets, and the double‑edged promise of AI‑driven ops tools. Panelists argue that labeling failures as merely "human error" masks deeper systemic flaws. They introduce a new...
GPT-5.3 Instant Is Here ⚡ Faster, Smarter ChatGPT Conversations
OpenAI unveiled GPT‑5.3 Instant, a new iteration of its flagship language model designed for quicker, more fluid ChatGPT interactions. The upgrade delivers noticeably lower latency, expanding the context window to handle longer conversational threads without loss of relevance. Under the...
2026 Learning Trends: From AI Experiments to AI-Enabled Performance
GP Strategies’ 2026 Learning Trends webinar highlights a dual challenge for learning leaders: fostering workforce agility while leveraging artificial intelligence for competitive advantage. The session outlines seven emerging trends that will reshape how organisations accelerate performance in an AI‑enabled environment....
AI‑Native Telco Networks with Everpure's Patrick Lopez
The interview at MWC Barcelona introduced Everpure, the newly‑named entity that evolved from Pure Storage to encompass data management and infrastructure services beyond traditional storage. Patrick Lopez explained the rebrand reflects an "ever‑pure" architecture designed for the AI‑native telco era,...
How Vyntra Keeps Real-Time Payments Fast and Safe
The video introduces Vyntra, a fintech startup focused on guaranteeing that real‑time payments are both instantaneous and secure. Co‑founder Joel explains the company’s mission to bridge two market gaps: monitoring payment‑speed service‑level agreements and preventing fraud or money‑laundering. Vyntra’s solution emerged...
AUMOVIO | The Overall Winner of the MIMA Award 2025
AI-native engineering and operations platform AUMOVIO has been named the overall winner of the 2025 Microsoft Intelligent Manufacturing Award (MIMA). The solution leverages AI-driven requirements engineering to turn complex customer documents into actionable data, speeding product development and market launch....
Anthropic vs The Pentagon: Who Wins? | Cursor Hits $2BN in ARR | Block's 40% Headcount Reduction
Anthropic and the Pentagon clashed after Anthropic sought contractual limits on use of its models — banning mass surveillance and autonomous weapons — prompting the Defense Department to halt talks and threaten cancellation or wider procurement consequences. The rupture underscores...
Learn MLOps with MLflow and Databricks – Full Course for Machine Learning Engineers
The new free course offers an end‑to‑end deep dive into MLflow, the industry‑standard platform for managing the full machine‑learning lifecycle. It guides learners through experiment tracking, model versioning, prompt management, and systematic evaluation, then demonstrates professional integration with Databricks and...
How Datavillage Uses AI to Accelerate Fraud Investigations
The video features a product‑owner from DataVillage speaking at the FF Tattoo Studio during Cypus 2025, introducing the company’s AI‑driven fraud‑investigation platform. DataVillage encrypts client data before feeding it to machine‑learning models, allowing multiple financial institutions to share information securely. The AI...
Techstrong TV - March 5, 2026
AI-driven code assistants are delivering functional software faster, but security safeguards are lagging, prompting Endor Labs to launch a real‑time intelligence layer that vets open‑source models for AI‑induced vulnerabilities. Meanwhile, Xurrent highlights a shift in IT service management from reactive...
The Simplest AI Agency to Start in 2026 (Step-by-Step)
The video outlines a lean agency model built around a single AI‑powered receptionist service that answers, qualifies, and books calls for local businesses. By offering a 7‑day free trial and a flat $297 monthly fee, founders can avoid the complexity...