EngX Space

👉 EngX Space: https://engx.space/
In this episode of The Road to Abundance, Gordon Mullan and Govind Shukla take on one of the most heated weeks in tech and AI. From the Google Pixel 10 vs. Apple iPhone 17 showdown to Microsoft finally putting real AI power into Excel, the race to dominate the future of devices and productivity tools is getting intense.
The conversation also digs into the promise — and risks — of agentic browsers that act on your behalf online, raising big questions about privacy, autonomy, and safety. And to end on a lighter (but no less fascinating) note: meet your robot ping-pong partner — a glimpse at the playful side of robotics.
And don’t forget — you can find previous episodes of The Road to Abundance on the ENGX SPACE YouTube channel: https://www.youtube.com/@engxspace
https://www.youtube.com/@engxspace
https://www.youtube.com/@theroadtoabundance
Download MP3: https://engx-space.simplecast.com/episodes/trta9

NAVIGATION
00:00 – Introduction
00:00:39 – Google: Pixel 10, Tensor G5 & AI Features
00:19:30 – Google: NotebookLM & Translate Upgrades
00:19:54 – xAI: Grok 2.5 Open Source & Grok Code Fast
00:25:22 – Microsoft: Excel Copilot, MAI-1 & rStar2-Agent
00:38:09 – OpenAI: GPT Realtime & ChatGPT Quiz Mode
00:41:02 – Anthropic: Claude in Chrome & Data Policy
00:44:09 – China: Alibaba Qoder IDE & Wan2.2-S2V
00:45:28 – DeepSeek V3.1 & Performance Benchmarks
00:47:00 – Tencent: AutoCodeBench Release
00:50:07 – JetBrains: Junie Agent & AI Assistant Upgrades
00:51:40 – Runway: Act-Two Motion Transfer & AI Worlds
01:04:40 – Meta: Interviews & Superintelligence Vision
01:18:19 – Ethics & Culture: AI Music, Job Risk & Trends
01:22:59 – Final Words

LINKS FROM THE EPISODE
🔹 Instant ADHD Support by Vitya: https://www.adhdhelp.app
🔹 "Evolution of Code" by Lesha: https://t.me/evocoders
🔹 Nano Banana — Gemini 2.5 Flash Image update (Google blog): https://blog.google/intl/en-mena/product-updates/explore-get-answers/nano-banana-image-editing-in-gemini-just-got-a-major-upgrade/
🔹 Google AI Studio: https://aistudio.google.com/apps/bundled/pixshop?showPreview=true&showAssistant=true
🔹 Made by Google presentation: https://www.youtube.com/live/JXCXTQIIvM0
🔹 Live Translate and language lessons: https://blog.google/products/translate/language-learning-live-translate
🔹 Gemini CLI in Zed: https://developers.googleblog.com/en/gemini-cli-is-now-integrated-into-zed/
🔹 Grok private chat leak: https://www.forbes.com/sites/iainmartin/2025/08/20/elon-musks-xai-published-hundreds-of-thousands-of-grok-chatbot-conversations/
🔹 Grok 2 weights: https://huggingface.co/xai-org/grok-2
🔹 Grok Code Fast 1: https://openrouter.ai/x-ai/grok-code-fast-1
🔹 X (Elon Musk) — Macrohard announcement: https://x.com/elonmusk/status/1958852874236305793
🔹 LinkedIn (Satya Nadella) — post about COPILOT in Excel: https://www.linkedin.com/posts/satyanadella_i-just-love-this-the-new-copilot-function-activity-7363257256714387459-3tYQ/
🔹 COPILOT in Excel: https://techcommunity.microsoft.com/blog/microsoft365insiderblog/bring-ai-to-your-formulas-with-the-copilot-function-in-excel/4443487
🔹 MAI-Voice-1, MAI-1-preview: https://microsoft.ai/news/two-new-in-house-models%20
🔹 Copilot Audio Expression: https://copilot.microsoft.com/labs/audio-expression
🔹 GPT Realtime (listening page): https://openai.com/index/introducing-gpt-realtime
🔹 Claude for Chrome announcement: https://claude.ai/chrome
🔹 Training on user data: https://www.theverge.com/anthropic/767507/anthropic-user-data-consumers-ai-models-training-privacy
🔹 Chat MCP connectors and memory: https://mistral.ai/news/le-chat-mcp-connectors-memories
🔹 Qoder: https://qoder.com/blog/qoder-introduction
🔹 Wan2.2-S2V: https://wan.video
🔹 Wan S2V — project page: https://humanaigc.github.io/wan-s2v-webpage
🔹 DeepSeek V3.1: http://huggingface.co/deepseek-ai/DeepSeek-V3.1
🔹 AutoCodeBench article: http://arxiv.org/abs/2508.09101
🔹 AutoCodeBenchmark: http://github.com/Tencent-Hunyuan/AutoCodeBenchmark
🔹 HunyuanWorld-Voyager: https://3d-models.hunyuan.tencent.com/world/
🔹 JetBrains Next Edit Suggestions: https://blog.jetbrains.com/ai/2025/08/introducing-next-edit-suggestions-in-jetbrains-ai-assistant/
🔹 JetBrains AI quota model: https://blog.jetbrains.com/ai/2025/08/a-simpler-more-transparent-model-for-ai-quotas
🔹 TRAE IDE Privacy mode: https://www.trae.ai/blog/product_thought_0819
🔹 Runway — Game Worlds: https://x.com/runwayml/status/1958516860149997672
🔹 NotebookLM updates: https://blog.google/technology/google-labs/notebook-lm-audio-video-overviews-more-languages-longer-content/
🔹 Krea.ai Realtime Video: https://www.krea.ai/blog/announcing-realtime-video
🔹 Comet attack demo: https://vimeo.com/1111446047
🔹 Comet prompt injection: https://brave.com/blog/comet-prompt-injection
🔹 ESET Research on AI malware: https://x.com/ESETresearch/status/1960365364300087724
🔹 npm nx incident: https://semgrep.dev/blog/2025/security-alert-nx-compromised-to-steal-wallets-and-credentials

#theroadtoabundance #google #apple

👉 EngX Space: https://engx.space/
👉Prompt Engineering Advanced ($30): Go beyond basics to unlock advanced AI skills — 6h, 13 lessons, 17 practice tasks for devs & test engineers
https://engx.space/global/en/courses/prompt-engineering-advanced

In this episode, Gordon Mullan and Govind Shukla explore the wildest edges of AI and robotics in 2025.
We cover Google’s quirky “nano-banana” release, xAI’s spicy new Grok tools (and Musk’s surprise launch of Macrohard), and why OpenAI’s IQ-beating GPT-5 is rewriting the rules.
From Unitree’s domination at the Humanoid Robot Olympics to Meta’s next-gen vision model, Anthropic’s coding tutor, and Perplexity’s secret web-scraping scandal, we unpack what’s hype, what’s real, and what’s just a little unhinged.
We also dive into China’s latest world-building AI engines, Nvidia’s 53× speed breakthrough, and how to keep AI from spiraling into psychosis.
Tune in for the freshest updates on Big Tech, robots that sprint faster than you, and the strange future of AI nations.
And don’t forget — you can find previous episodes of The Road to Abundance on the ENGX SPACE YouTube channel: https://www.youtube.com/@engxspace
Download MP3: https://engx-space.simplecast.com/episodes/trta8

NAVIGATION
00:00 – Introduction
00:55 – OpenAI: GPT-5 IQ, IOI gold medal & long-term models
09:07 – Google: Gemini 2.5 Flash Image, DeepThink & Jules Agent
17:04 – Anthropic: 1M Context, Claude Code Security & Memory
23:16 – Meta: DINOv3 Vision Foundation Model
27:04 – Nvidia: Jet-Nemotron & 53× LLM Speedup
29:45 – Perplexity: Crawling Scandal & Chrome Acquisition Bid
36:14 – xAI: Babuschkin Ventures, Grok Imagine & Macrohard
41:58 – Mistral & Cursor Updates
44:13 – China: Qwen Image, Tencent Hunyuan Models & AAA Game Engine Yan
46:13 – Z.ai GLM-4.5V & DeepSeek Huawei Chips
52:00 – ElevenLabs, Pika Labs Lip-sync, HeyGen Digital Twin & Ollama Turbo
59:30 – Law & Order: Iceland-9 AI-run State (possibly fake news)
01:01:45 – Science & Tech: Google g-AMIE & AI Gravitational Wave Detector
01:08:48 – Robotics: Unitree, Ground Control Robotics, Figure AI & Robot Games
01:28:55 – Final Words

SERVICES AND LINKS FROM THE EPISODE
🔹 GPT-5: https://openai.com/gpt-5
Tracking AI — IQ test: https://www.trackingai.org/home
🔹 GPT OOS (open models): https://openai.com/open-models
🔹 OpenAI Harmony: https://cookbook.openai.com/articles/openai-harmony
🔹 OpenAI podcast on long-term models: https://www.youtube.com/watch?v=yBzStBK6Z8
🔹 DeepMind Genie 3: https://deepmind.google/discover/blog/genie-3-a-new-frontier-for-world-models
🔹 Genie 3 self-simulation — X post: https://x.com/holynski_/status/1953155509793767928
🔹 Jules: https://jules.google/
🔹 Anthropic — 1M context: https://www.anthropic.com/news/1m-context
🔹 Claude Code security review: https://www.anthropic.com/news/automate-security-reviews-with-claude-code
🔹 MetaAI DINOv3: https://ai.meta.com/blog/dinov3-self-supervised-vision-model/
🔹 Cloudflare on Perplexity: https://blog.cloudflare.com/perplexity-is-using-stealth-undeclared-crawlers-to-evade-website-no-crawl-directives
🔹 The Information on Perplexity: https://www.theinformation.com/articles/wild-chrome-bid-perplexity-hunting-browsers?rc=ukjmk2
🔹 Grok Imagine: https://www.theverge.com/news/718795/xai-grok-imagine-video-generator-spicy-mode
🔹 Mistral changelog: https://docs.mistral.ai/getting-started/changelog/
🔹 Cursor CLI: https://cursor.com/cli
🔹 Cursor pricing: https://cursor.com/en/blog/aug-2025-pricing
🔹 Qwen-Image 20B: https://qwenlm.github.io/blog/qwen-image
🔹 HuggingFace Qwen3-4B-Instruct-2507: https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507
🔹 Tencent models: https://huggingface.co/tencent
🔹 Hunyuan-Large-Vision: https://vision.hunyuan.tencent.com
🔹 GLM-4.5V: http://github.com/zai-org/GLM-V
🔹 Chat Z.ai: http://chat.z.ai
🔹 DeepSeek and Huawei: https://www.ft.com/content/eb984646-6320-4bfe-a78d-a1da2274b092
🔹 Yan arXiv report: https://arxiv.org/pdf/2508.08601
🔹 ElevenLabs Music blog: https://elevenlabs.io/blog/eleven-music-is-here
🔹 ElevenLabs Music app: https://elevenlabs.io/app/music
🔹 Pika Labs lipsync: https://x.com/pika_labs/status/1954935844936024476
🔹 Browser Company Dia subscription: https://techcrunch.com/2025/08/06/the-browser-company-launches-a-20-monthly-subscription-for-its-ai-powered-browser/
🔹 Ollama Turbo: https://ollama.com/turbo
🔹 AI-run island: https://zamin.uz/en/technology/156369-on-the-new-island-order-is-governed-solely-by-ai.html
🔹 Google g-AMIE: https://research.google/blog/enabling-physician-centered-oversight-for-amie/
🔹 Unitree A2: https://www.unitree.com/A2/
🔹 Robot ad video: https://youtu.be/6MUrF_G7KlM
🔹 Loki Robotics: https://www.startupticker.ch/en/news/1-6-million-for-a-restroom-cleaning-robot
🔹 Figure AI Helix laundry: https://www.figure.ai/news/helix-learns-to-fold-laundry
🔹 World Humanoid Robot Games: https://www.youtube.com/live/1MMgDKXtdWU
🔹 Running robot video: https://t.me/denissexy/10630

#theroadtoabundance #gpt #genie

In this episode of The Road to Abundance, Gordon Mullan and Govind Shukla dive into one of the most explosive weeks in AI so far. OpenAI stunned the community with a rare double launch, releasing GPT-5 alongside brand-new open-weights models, and the ripple effects are already being felt across the tech world. DeepMind’s Genie-3 is here too, offering playable, promptable, physically consistent worlds that could change how games and simulations are built. We also explore how CRISPR-GPT is turning complete beginners into gene-editing experts in just a single day, and why some jaw-dropping robot dog demos are making people wonder if it’s time to rethink where this is all heading.
And don’t forget — you can find previous episodes of The Road to Abundance on the ENGX SPACE YouTube channel: https://www.youtube.com/@engxspace
Download MP3: https://aia.simplecast.com/episodes/115

NAVIGATION
00:00:00 – Introduction
00:00:46 – OpenAI: GPT-5, GPT-OSS, ChatGPT Agent & Study Mode
00:32:48 – Anthropic: Funding U-turn & Claude Code Sub-agents
00:34:20 – Meta: AI in Interviews & Super-intelligence Vision
00:34:23 – Microsoft: Edge AI Upgrades & $4T Milestone
00:44:47 – Amazon: Bee AI Wearable Acquisition
00:55:17 – Mistral: Le Chat Deep Research & Codestral Upgrades
00:56:12 – Google: Veo 3 API, Genie 3, Gemini 2.5 & AlphaEarth
01:06:42 – China: Qwen Model Parade
01:09:03 – Tencent: HunyuanWorld & LeVo Text-to-Audio
01:09:53 – Z.ai: GLM-4.5 Lineup
01:10:29 – Runway: Act-Two Motion Transfer & Aleph Video Editing
01:12:21 – ElevenLabs: Eleven Music Launch
01:13:55 – JetBrains Junie: Code-fixing Agent & OSS Support
01:15:09 – Benchmarks & Mishaps: HLE, ARC-AGI-3 & Stack Overflow
01:17:30 – Law & Order: US AI Race Plan & EU AI Act
01:19:41 – Science & Tech: CRISPR-GPT & Cancer-targeting Proteins
01:29:31 – Robotics: Tesla Robotaxi Expansion & Chinese Farm Automation
01:30:16 – Ethics & Culture: AI Music, Job Risk Study & Industry Trends
01:39:52 – Final Words

SERVICES AND LINKS FROM THE EPISODE
🔹 OpenAI prepares to release GPT-5: https://www.bleepingcomputer.com/news/artificial-intelligence/openai-prepares-gpt-5-for-roll-out
🔹 Horizon Alpha — possibly the secret GPT-5: https://x.com/OpenRouterAI/status/1950713168193282078
🔹 Leak of OpenAI model parameters: https://x.com/secemp9/status/1951162373361803522?s=46&t=pKf_FxsPGBd_YMIWTA8xgg
🔹 Introduction of ChatGPT Agent: https://futurism.com/openai-new-ai-agent-food-stadium
🔹 Anthropic seeks investment in the Persian Gulf: https://www.wired.com/story/anthropic-dario-amodei-gulf-state-leaked-memo/
🔹 Sub-agents in Claude Code: https://docs.anthropic.com/en/docs/claude-code/sub-agents
🔹 Meta to allow AI in job interviews: https://devby.io/news/meta-razreshit-ispolzovat-ii-na-tehsobesah
🔹 Meta’s superintelligence mission: https://www.meta.com/superintelligence/
🔹 Amazon acquires Bee: https://www.linkedin.com/feed/update/urn:li:activity:7353453923795378176
🔹 Edge with Copilot Mode: https://www.microsoft.com/en-us/edge/ai-powered/copilot-mode
🔹 Le Chat updates from Mistral: https://mistral.ai/news/le-chat-dives-deep%20
🔹 Codestral update: https://mistral.ai/news/codestral-25-08
🔹 Access Veo 3 via Gemini API: https://developers.googleblog.com/en/veo-3-now-available-gemini-api/
🔹 Conversational image segmentation in Gemini 2.5: https://developers.googleblog.com/en/conversational-image-segmentation-gemini-2-5/
🔹 Try segmentation in AI Studio: https://aistudio.google.com/app/apps/bundled/spatial-understanding?showPreview=true&appParams=task%3Dsegmentation-masks.
🔹 Video Overviews in NotebookLM: https://blog.google/technology/google-labs/notebooklm-video-overviews-studio-upgrades/
🔹 Opal platform: https://developers.googleblog.com/en/introducing-opal%20
🔹 Win at International Math Olympiad: https://www.heise.de/en/news/OpenAI-and-Google-win-gold-at-the-Math-Olympics-10496839.html%20
🔹 Deep Think in Gemini Ultra: https://blog.google/products/gemini/gemini-2-5-deep-think/
🔹 AlphaEarth Foundations by DeepMind: https://deepmind.google/discover/blog/alphaearth-foundations-helps-map-our-planet-in-unprecedented-detail/
🔹 Qwen3-Coder-480B-A35B-Instruct: https://huggingface.co/Qwen/Qwen3-Coder-480B-A35B-Instruct
🔹 Qwen3-Coder-30B-A3B-Instruct: https://hf.co/Qwen/Qwen3-Coder-30B-A3B-Instruct
🔹 Wan2.2 (open-source video MoE): https://github.com/Wan-Video/Wan2.2
🔹 HunyuanWorld-1.0 — 3D world generator: https://github.com/Tencent-Hunyuan/HunyuanWorld-1.0
🔹 LeVo: https://github.com/tencent-ailab/songgeneration
🔹 Runway Aleph: https://runwayml.com/research/introducing-runway-aleph
🔹 Classics reimagined by Aleph: https://x.com/blizaine/status/1950203241150530043?s=46&t=dUCVh9akIWxxNUIkrDJwJg
🔹 FUZZ-2.0 by Riffusion: https://producer.ai
🔹 JetBrains Junie updates: https://blog.jetbrains.com/junie/2025/07/the-agentic-ai-era-at-jetbrains-is-here/
🔹 Free Junie request form: https://www.jetbrains.com/junie-github

#theroadtoabundance #gpt5 #genie3

👉 EngX Space: https://engx.space/
👉AI-assisted systems engineering for large-scale platforms:
https://engx.space/global/en/courses/ai-assisted-systems-engineering

In this episode of The Road to Abundance, Gordon Mullan and Govind Shukla dive into the wild July headlines in the AI world.
Tune in for cutting-edge news about Grok’s chaos, Meta’s AI ambitions, Apple’s comeback plans, and the accelerating rise of robot labor.
And don’t forget, you can find previous episodes of The Road to Abundance on the ENGX SPACE YouTube channel: https://www.youtube.com/@engxspace

NAVIGATION
0:00 – Introduction
0:59 – xAI: Grok 4
7:15 – Problems at Windsurf
9:18 – Cognition AI, creator of Devin.
10:24 – Anthropic
13:20 – Meta
24:34 – OpenAI
27:46 – Google
36:07 – Amazon
41:03 – Apple rumor
44:08 – Mistral
45:34 – Perplexity
47:34 – LG Research
49:39 – Chinese AI: ByteDance, MoonshotAI
55:15 – What Else: LM Studio, Other models/news
1:08:38 – Law & Order
1:14:54 – Science & Tech
1:23:02 – Ethics‑Schmethics
1:29:16 – Final Words

SERVICES AND LINKS FROM THE EPISODE
🔹 Grok 4 release by xAI: https://techcrunch.com/2025/07/09/elon-musks-xai-launches-grok-4-alongside-a-300-monthly-subscription/
🔹 Eugene Nevgen’s profile: https://x.com/eugenenevgen
🔹 Failed OpenAI and Windsurf deal: https://www.theverge.com/openai/705999/google-windsurf-ceo-openai
🔹 Cognition AI acquires Windsurf: https://www.nytimes.com/2025/07/14/technology/cognition-ai-windsurf.html
🔹 Claude connectors directory: https://www.anthropic.com/news/connectors-directory
🔹 Claude learning courses by Anthropic: https://www.anthropic.com/learn/build-with-claude
🔹 Recording mode announced for ChatGPT on macOS: https://x.com/OpenAI/status/1945547821626913059
🔹 ChatGPT Agent — combining Operator and Deep Research: https://www.theverge.com/ai-artificial-intelligence/709158/openai-new-release-chatgpt-agent-operator-deep-research
🔹 Google Gemini for Education: https://blog.google/outreach-initiatives/education/gemini-iste-2025/
🔹 Google Flow announcement: https://blog.google/technology/google-labs/flow-adds-speech-expands/
🔹 Google Flow homepage: https://labs.google/fx/tools/flow
🔹 Google’s AI-powered phone calls: https://techcrunch.com/2025/07/16/google-rolls-out-ai-powered-business-calling-feature-brings-gemini-2-5-pro-to-ai-mode
🔹 AWS Kiro IDE: https://kiro.dev
🔹 Code with Kiro hackathon: https://kiro.devpost.com
🔹 Amazon’s new AI promotion policy: https://www.businessinsider.com/amazon-requires-staff-show-ai-use-get-promoted-ring-2025-7
🔹 Rumor: Apple to acquire Mistral: https://www.bloomberg.com/news/articles/2025-07-19/apple-eyes-mistral-ai-acquisition
🔹 Devstral Small 1.1 by Mistral: https://huggingface.co/mistralai/Devstral-Small-2507
🔹 Voxtral — Mistral’s speech model: https://mistral.ai/news/voxtral
🔹 Mistral’s voice chat: https://chat.mistral.ai/chat
🔹 Perplexity Comet Browser: https://comet.perplexity.ai
🔹 EXAONE 4.0 on HuggingFace: https://huggingface.co/LGAI-EXAONE/EXAONE-4.0-32B
🔹 Trae Agent by ByteDance: https://github.com/bytedance/trae-agent
🔹 Kimi K2 by MoonshotAI: https://github.com/MoonshotAI/Kimi-K2
🔹 Official site of Trae Solo: https://www.trae.ai/solo
🔹 SmolLM3 on HuggingFace: https://huggingface.co/blog/smollm3
🔹 News on Swiss AI model: https://ethz.ch/en/news-and-events/eth-news/news/2025/07/a-language-model-built-for-the-public-good.html
🔹 HeyGen Video Agent: https://www.heygen.com/agent
🔹 Netflix starts using GenAI in shows: https://techcrunch.com/2025/07/18/netflix-starts-using-genai-in-its-shows-and-films/
🔹 Article about AI-created YouTube channels: https://sherwood.news/tech/ai-created-videos-are-quietly-taking-over-youtube/%20
🔹 Salaries at Mira Murati’s new startup: https://www.businessinsider.com/muratis-new-ai-startup-salary-technical-talent-2025-6
🔹 Pentagon contracts with AI companies: https://www.reuters.com/business/autos-transportation/us-department-defense-awards-contracts-google-xai-2025-07-14/
🔹 EU’s AI Act explainer: https://digital-strategy.ec.europa.eu/en/policies/contents-code-gpai
🔹 Researchers hiding prompts in academic papers: https://asia.nikkei.com/Business/Technology/Artificial-intelligence/Positive-review-only-Researchers-hide-AI-prompts-in-papers
🔹 Centaur model from German scientists: https://www.nature.com/articles/s41586-025-09215-4
🔹 Changes to LM Studio license: https://lmstudio.ai/blog/free-for-work
🔹 LM Studio SDK: https://lmstudio.ai/docs/sdk

#theroadtoabundance #grok #mehagitler

Our NEW YT channel: https://youtube.com/@theroadtoabundance

👉 EngX Space: https://engx.space
👉 Use Copilot & ChatGPT to code smarter: https://engx.space/global/en/courses/ai-supported-software-engineering
👉 12-week AI adoption program for dev teams: https://engx.space/global/en/courses/generative-ai-adoption-for-engineering-teams
👉 1-day AI training for engineers: https://engx.space/global/en/courses/engx-ai-adoption-workshop
👉 Master GitHub Copilot to boost coding in Java, JS, Python & C#: https://engx.space/global/en/courses/github-copilot

In this episode of The Road to Abundance, Gordon Mullan and Govind Shukla explore how AI is finally stepping out of the cloud and into the real world.

🚗 Tesla launches its long-awaited robotaxi service, and we discuss why this is a turning point for real-world autonomy.
🤖 Why AI needs robots to truly learn, generalize, and evolve, plus the challenges of grounding intelligence in physical environments.
🧠 Tech giants are offering crazy money to poach AI talent, and we explore what this means for open source and smaller labs.
🧬 AI is now supercharging biology, from protein folding to materials discovery, and it’s only just beginning.
Catch up to stay in the loop on everything shaping the AI landscape!

NAVIGATION
00:00 – Introduction
01:01 – AI Talent Wars: Meta vs OpenAI, Apple, Anthropic
04:19 – Claude Code vs Cursor: The Talent Twist
07:00 – Apple WWDC: Quiet LLM Power Moves
10:23 – OpenAI: o3 Pro, Podcast, GPT-5 & Jony Ive Device
22:15 – Google: Gemini 2.5, Audio Search & AlphaGenome
27:37 – Grok 4 Reveal Incoming
29:03 – Mistral: Cloud Ambitions & Magistral Models
30:54 – Chinese AI: MiniMax, Seedance, Hailou
33:26 – Tools & Products: Dia Browser, ElevenLabs, NotebookLM, Animate
44:55 – Law & Order: AI Training Legal, CIA & JFK
49:58 – Science & Tech: AlphaGenome, Chai-2, Tesla Robotaxis
52:14 – Robotics: Robo-kickboxing & Tesla Robotaxi Launch
01:05:32 – Energy Storage: China's Grid Battery Breakthrough
01:10:05 – Ethics & Treats: AI Toys, Army Unit 201, AI Live-Sales
01:12:29 – Final Words

SERVICES AND LINKS FROM THE EPISODE
🔹 OpenAI vs Meta: https://www.bloomberg.com/news/articles/2025-06-30/zuckerberg-announces-meta-superintelligence-effort-more-hires
🔹 Claude Code vs Cursor: https://www.theinformation.com/articles/anthropic-revenue-hits-4-billion-annual-pace-competition-cursor-intensifies?rc=ukjmk2
🔹 ChatGPT in Xcode: https://techcrunch.com/2025/06/09/apple-brings-chatgpt-and-other-ai-models-to-xcode
🔹 Apple Foundation Models: https://machinelearning.apple.com/research/apple-foundation-models-2025-updates
🔹 OpenAI o3 Pro: https://platform.openai.com/docs/models/o3-pro
🔹 o3 Price Drop: https://x.com/sama/status/1932434606558462459?s=46&t=dUCVh9akIWxxNUIkrDJwJg
🔹 Deep Research: https://platform.openai.com/docs/models/o3-deep-research
🔹 Podcast with Sam Altman: https://www.youtube.com/watch?v=DB9mjd-65gw
🔹 Gemini CLI: https://blog.google/technology/developers/introducing-gemini-cli-open-source-ai-agent/
🔹 Gemini Flash-Lite: https://deepmind.google/models/gemini/flash-lite
🔹 Gemini 2.5 Release: https://blog.google/products/gemini/gemini-2-5-model-family-expands
🔹 Gemma 3n: https://developers.googleblog.com/en/introducing-gemma-3n-developer-guide/
🔹 Gemini Scheduled Actions: https://www.theverge.com/news/681762/google-gemini-scheduled-actions-planned-tasks
🔹 Audio Overviews: https://blog.google/products/search/audio-overviews-search-labs
🔹 Claude-Powered Apps: https://www.anthropic.com/news/claude-powered-artifacts
🔹 Grok 4 Announcement: https://x.com/elonmusk/status/1938561602640605363
🔹 Cursor Ultra Plan: https://forum.cursor.com/t/cursor-ultra-a-new-higher-tier-plan-built-alongside-the-model-providers/104530
🔹 Cursor 1.2 Update: https://www.cursor.com/changelog
🔹 Mistral Compute: https://mistral.ai/news/mistral-compute
🔹 Magistral Small: https://mistral.ai/news/magistral
🔹 EuroLLM Preview: https://www.reddit.com/r/LocalLLaMA/comments/1laazto/the_eurollm_team_released_preview_versions_of/
🔹 MiniMax-M1: https://huggingface.co/papers/2506.13585
🔹 Warp 2.0: https://www.fastcompany.com/91356732/warps-new-agentic-development-environment-helps-developers-work-with-ai-coding-agents
🔹 NotebookLM Adds Belarusian: https://devby.io/be/news/izdateli-proigrali-v-sude-ssha-obuchat-ii-na-knigah-mozhno-piratit-net-by
🔹 AI Film Festival by Runway: https://aiff.runwayml.com/
🔹 Best Film: Total Pixel Space: https://www.youtube.com/watch?v=zpAeygE4d1A
🔹 Robot Football from China: https://youtu.be/W9KCnSUCHbo?si=A4OYpVpizR8e2cLW
🔹 Ilya Sutskever Interview: https://www.youtube.com/watch?v=t3TfmU0l5vM
🔹 Open University of Israel YouTube: https://www.youtube.com/@openofek

#theroadtoabundance #gemini #anthropic

In this episode we shift gears into the world of data science and machine learning engineering.
Join us as Mykhailo Kuznietsov steps into a real interview setting, answering 30+ questions covering ML theory, data pipelines, prompt engineering, and more.
Hosted by Oleksii Malashyna and interviewed by Denys Soloviov, this session is packed with ML best practices and an engaging live coding challenge — including transforming raw user data into a structured format using Python.
Whether you're preparing for an ML role or just want to learn how top candidates think on the spot, this episode offers deep insights and honest feedback to help you grow!

NAVIGATION
0:00 - Intro
05:02 - First part. Could you tell more about your experience
13:04 - Second part. What sampling methods to get training data do you know?
17:23 - What is the main disadvantage of simple random sampling?
18:57 - Hand labels and natural labels
23:34 - Problem of lacking the labels
31:51 - What feature engineering operations do you know?
33:19 - Handling missing values. Compare deletion and imputation for it
38:07 - What is the bias/variance tradeoff during training?
40:40 - What is ensemble learning?
43:40 - What is the difference between batch inference and online inference?
46:25 - Compare deployments to the cloud and to edge devices. Their pros and cons.
50:21 - What is the data distribution shift? What methods exist to detect data distribution shifts?
53:45 - How would you standardize the development environment across different workstations?
01:00:17 - What prompt engineering techniques do you know to get more qualitative responses from LLMs?
01:03:54 - What is RAG, its purpose?
01:12:28 - When is it beneficial to fine-tune a language model?
01:14:40 - Third part. Practical task
01:25:34 - Feedback session

WHERE TO WATCH US AND LISTEN
🔸 YouTube: https://youtu.be/cUQpQiX5jcE
🔸 Google Podcasts: https://bit.ly/awclub-en-google
🔸 Apple Podcasts: https://bit.ly/awclub-en-apple
🔸 Spotify: https://bit.ly/awclub-en-spotify
🔸 Download mp3: https://anywhereclub.simplecast.com/episodes/41

ADDITIONAL QUESTIONS

1. What sampling methods to get training data do you know?
2. What is the main disadvantage of simple random sampling? (Here I can also ask about stratified sampling, its pros and cons)
3. What are the hand labels and natural labels? What are the pros and cons of hand labeling?
4. The label multiplicity problem: how to minimize the disagreement among annotators?
5. What techniques do you know for handling the lack of labels (shortly tell how each technique works)?
6. Explain class imbalance problem and approaches to handle it.
7. What is data augmentation? What problems does it solve?
8. What feature engineering operations do you know?
9. Compare deletion and imputation for handling missing values. What are their advantages and drawbacks?
10. What is data leakage? How to detect it?
11. What things should we consider while selecting an appropriate algorithm for model training? The model will be used by the app serving external clients. (You can mention and compare specific algorithms while answering this question).
12. What is the bias/variance tradeoff?
13. What is cross-validation? Why is it needed?
14. What is model regularization, its goal? What regularization techniques do you know?
15. What is ensemble learning? What algorithms do you know that leverage ensemble learning?
16. What types of neural networks do you know? Map types and suitable tasks for them.
17. What is the difference between the grid search and randomized search hyperparameter tuning techniques?
18. What model evaluation methods do you know to ensure that the model can be deployed to the production environment? (Tell about perturbation tests, slice based evaluation and so on)
19. What is the difference between batch inference and online inference? Tell about use cases.
20. What model compression methods do you know to reduce the size of a model and reduce inference latency?
21. Compare deployments to the cloud and to edge devices. Their pros and cons.
22. What is the data distribution shift? Provide examples. (Here you can also mention that this is one of the reasons why it is important to do model retraining)
23. What methods exist to detect data distribution shifts?
24. What techniques do you know for model testing in production?
25. How would you standardize the development environment across different workstations? What can be done for environment reproducibility and why is it important?
26. What is Docker? How does it help with autoscaling? Why is Docker Compose needed?
27. What is the model store, its purpose?
28. What is the feature store, its purpose?
29. What prompt engineering techniques do you know to get more qualitative responses from LLMs?
30. What is RAG, its purpose?
31. When is it beneficial to fine-tune a language model?
32. What is parameter efficient fine-tuning and what techniques for it do you know?

In this episode of The Road to Abundance, Gordon Mullan and Govind Shukla break down the biggest AI news from Microsoft Build and Google I/O 2025.
From Microsoft’s Copilot Chat going open-source and turning VS Code into an AI-native IDE…
To Google launching Gemini 2.5 Flash, DeepThink, and GM3N — multimodal models running on just 4GB RAM
Plus: Google’s new tools for async coding (Jules), generative design (Stitch), and even the groundbreaking Video 3 — an AI that generates full speech, characters, and cinema-quality scenes.
We explore:
• Agent infrastructure at OS and browser level
• AI-powered video creation that's nearly indistinguishable from reality
• The race between Big Tech and open source in democratizing AI
• Whether this new wave of models is laying the perceptual groundwork for AGI

NAVIGATION
00:00 - Introduction
01:10 – Microsoft Build 2025
06:09 - Google I/O 2025
10:40 - Models
13:05 - Development
16:38 - Media
33:39 - COMPUTEX 2025
38:48 - Anthropic
43:57 - OpenAI
47:57 - Mistral
48:53 - Chinese Scene
53:05 - Tools & Updates
54:57 - Law & Order
56:36 - Science & Tech
59:46 - Robotics
01:06:45 - Ethics & Candy
01:10:12 - Final

WHERE TO WATCH US AND LISTEN
🔸 YouTube: https://youtu.be/M3Y-pxN9R0s
🔸 Apple Podcasts: https://bit.ly/awclub-en-apple
🔸 Spotify: https://bit.ly/awclub-en-spotify
🔸 Download mp3: https://anywhereclub.simplecast.com/episodes/40

SERVICES AND LINKS FROM THE EPISODE
🔹 MCP at the Windows OS level: https://developer.microsoft.com/en-us/windows/agentic
🔹 Experimental API in Edge: https://techcrunch.com/2025/05/19/devs-can-now-tap-microsoft-edge-to-power-ai-web-apps
🔹 NLWeb: https://github.com/microsoft/NLWeb
🔹 Gemini 2.5 Pro Deep Think and 2.5 Flash models: https://blog.google/technology/google-deepmind/google-gemini-updates-io-2025/
🔹 Gemma 3n: https://developers.googleblog.com/en/introducing-gemma-3n/
🔹 Gemini Diffusion paper: https://goo.gle/44MwCW3
🔹 Jules agent: https://blog.google/technology/google-labs/jules/
🔹 AlphaEvolve agent: https://deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms
🔹 Stitch service: https://stitch.withgoogle.com/create
🔹 Example of Veo 3 video: https://vm.tiktok.com/ZNdhurrDe/
🔹 Google AI Ultra subscription: https://one.google.com/about/google-ai-plans
🔹 Flow editor: https://flow.google
🔹 RTX PRO 6000 Blackwell Server Edition: https://www.nvidia.com/en-us/data-center/rtx-pro-6000-blackwell-server-edition/
🔹 NVLink Fusion: https://www.tomshardware.com/pc-components/cpus/nvidia-announces-nvlink-fusion-to-allow-custom-cpus-and-ai-accelerators-to-work-with-its-products
🔹 Arc Pro “Battlemage” GPUs: https://www.techpowerup.com/336957/intel-announces-arc-pro-b50-and-b60-graphics-cards-for-pro-vis-and-ai-inferencing
🔹 Sonnet 4 and Opus 4 models: https://www.anthropic.com/news/claude-4
🔹 Claude 4 vulnerability report: https://www-cdn.anthropic.com/6be99a52cb68eb70eb9572b4cafad13df32ed995.pdf
🔹 Denis Shiryaev’s post: https://t.me/denissexy/10154
🔹 Claude Code SDK: https://docs.anthropic.com/en/docs/claude-code/sdk
🔹 Claude Code Action: https://github.com/anthropics/claude-code-action
🔹 Claude Code IDE integrations: https://docs.anthropic.com/en/docs/claude-code/ide-integrations
🔹 OpenAI Codex: https://openai.com/index/introducing-codex
🔹 Video with Jony Ive and Sam Altman: https://www.youtube.com/watch?v=W09bIpc_3ms
🔹 Data center in Abu Dhabi: https://www.wsj.com/tech/open-ai-abu-dhabi-data-center-1c3e384d
🔹 OpenAI HealthBench: https://openai.com/index/healthbench/?utm_source=alphasignal
🔹 Devstral by Mistral: https://huggingface.co/mistralai/Devstral-Small-2505
🔹 Seed-Coder-8B: https://github.com/ByteDance-Seed/Seed-Coder/tree/master
🔹 BAGEL by ByteDance: https://github.com/bytedance-seed/BAGEL
🔹 Wan2.1-VACE by Alibaba: https://github.com/Wan-Video/Wan2.1
🔹 HunyuanCustom: https://hunyuancustom.github.io/?utm_source=alphasignal
🔹 Hunyuan-TurboS report: https://github.com/Tencent-Hunyuan/Hunyuan-TurboS/blob/main/Hunyuan-Turbos_Report.pdf
🔹 CodeBuddy by Tencent: https://copilot.tencent.com/
🔹 Cursor 0.50 update: https://www.cursor.com/changelog/0-50
🔹 Windsurf Wave 9 update: https://windsurf.com/blog/windsurf-wave-9-swe-1
🔹 SWE-rebench by Nebius: https://swe-rebench.com/leaderboard
🔹 Agent by flowith: https://flowith.io/blank
🔹 Super Agents by SkyWork AI: https://skywork.ai
🔹 NotebookLM on iOS: https://apps.apple.com/nl/app/google-notebooklm/id6737527615?l=en-GB
🔹 NotebookLM on Android: https://play.google.com/store/apps/details?id=com.google.android.apps.labs.language.tailwind&hl=en_US
🔹 CTM by SakanaAI: https://pub.sakana.ai/ctm/
🔹 New Pope and AI: https://www.theverge.com/news/664719/pope-leo-xiv-artificial-intelligence-concerns
🔹 Empire of AI book: https://bookshop.org/p/books/empire-of-ai-dreams-and-nightmares-in-sam-altman-s-openai-karen-hao/4d0c1753c458e708

#engx #googleio2025 #computex2025

NAVIGATION
00:00 - Introduction
01:06 - Big Fish: Gemini 2.5 Pro (I/O edition)
46:37 - Chinese Carp Section: Qwen 3
55:52 - Other
01:01:09 - Stats & Legal News
01:04:14 - Law & Order
01:13:28 - Robotics
01:08:24 - Science & Tech
01:21:04 - Military Tech
01:22:38 - Food and Agriculture
01:24:42 - Ethics & Edge Cases
01:29:33 - Final

WHERE TO WATCH US AND LISTEN
🔸 YouTube: https://youtu.be/KdCa0pbTpTs
🔸 Apple Podcasts: https://bit.ly/awclub-en-apple
🔸 Spotify: https://bit.ly/awclub-en-spotify
🔸 Download mp3: https://anywhereclub.simplecast.com/episodes/39

SERVICES AND LINKS FROM THE EPISODE
🔹 OpenAI to acquire Windsurf: https://www.computerworld.com/article/3978426/openai-to-acquire-ai-coding-tool-windsurf-for-3b.html
🔹 OpenAI enhances product info in search: https://techcrunch.com/2025/04/28/openai-upgrades-chatgpt-search-with-shopping-features/
🔹 Deep Research via GitHub: https://help.openai.com/en/articles/11145903-connecting-github-to-chatgpt-deep-research
🔹 Gemini 2.5 Pro update: https://developers.googleblog.com/en/gemini-2-5-pro-io-improved-coding-performance/
🔹 Gemini model cards: https://modelcards.withgoogle.com/model-cards
🔹 Multistep image editing: https://blog.google/products/gemini/image-editing/?utm_source=alphasignal
🔹 DeepMind’s Genie 2 announcement: https://deepmind.google/discover/blog/genie-2-a-large-scale-foundation-world-model/
🔹 Phi-4 reasoning by Microsoft: https://aka.ms/phi4-mini-reasoning/hf
🔹 Llama API by Meta: https://www.llama.com/products/llama-api/
🔹 Meta AI – new app launch: https://about.fb.com/news/2025/04/introducing-meta-ai-app-new-way-access-ai-assistant/
🔹 Grok voice assistant: https://x.com/grok/status/1919099647991177712?utm_source=alphasignal
🔹 PDF generation in Grok Studio: https://x.com/grok/status/1919795285515211249?utm_source=alphasignal
🔹 Perplexity’s WhatsApp number: https://x.com/AravSrinivas/status/1916891961698763205
🔹 Mistral Medium 3: https://mistral.ai/news/mistral-medium-3%20
🔹 Qwen 3 by Alibaba: https://qwenlm.github.io/blog/qwen3/
🔹 Ernie 4.5 Turbo and X1 Turbo by Baidu: https://www.prnewswire.com/news-releases/baidu-launches-ernie-4-5-turbo-ernie-x1-turbo-and-new-suite-of-ai-tools-to-empower-developers-and-supercharge-ai-innovation-302438584.html
🔹 Xinxiang by Baidu: https://www.reuters.com/technology/baidu-launches-ai-agent-xinxiang-android-platform-ios-version-under-review-2025-04-23/%20
🔹 DeepSeek Prover v2: https://huggingface.co/deepseek-ai/DeepSeek-Prover-V2-671B
🔹 Xiaomi MiMo 7B: https://huggingface.co/XiaomiMiMo
🔹 GLM-4 32B by Z.ai: https://huggingface.co/collections/THUDM/glm-4-0414-67f3cbcb34dd9d252707cb2e
🔹 Z.ai interface: http://chat.z.ai
🔹 HunyuanCustom by Tencent: https://hunyuancustom.github.io/
🔹 Cursor Pro for students: https://www.cursor.com/students
🔹 Windsurf Wave 8: https://windsurf.com/blog/windsurf-wave-8-ux-features-and-plugins
🔹 Suno v4.5 update: https://suno.com/blog/introducing-v4-5
🔹 Voice Mirroring by HeyGen: https://www.tiktok.com/@benkaluza/video/7501464565083819286
🔹 Similarweb GenAI traffic report: https://www.similarweb.com/corp/wp-content/uploads/2025/04/attachment-Global-AI-Tracker-13.pdf
🔹 Xi Jinping on AI self-sufficiency: https://www.reuters.com/world/china/chinas-xi-calls-self-sufficiency-ai-development-amid-us-rivalry-2025-04-26/
🔹 UAE introduces AI in schools: https://www.bloomberg.com/news/articles/2025-05-04/uae-rolls-out-ai-for-schoolkids-in-new-push-for-sector-forefront
🔹 US open letter on AI education: https://csforall.org/unlock8/open-letter
🔹 FutureHouse AI agents: https://www.futurehouse.org/research-announcements/launching-futurehouse-platform-ai-agents
🔹 AI-powered tank project: https://hightech.plus/2025/04/27/evropa-sobiraetsya-postroit-modulnii-tank-5-go-pokoleniya
🔹 SO-101 robotic arm: https://github.com/huggingface/lerobot/blob/main/examples/12_use_so101.md
🔹 AI cameras in NYC subway: https://www.theverge.com/news/658524/mta-ai-predictive-crime-new-york-subway-platforms
🔹 AI avatar in Arizona courtroom: https://www.nbcnews.com/news/us-news/road-rage-victim-speaks-killers-sentencing-rcna205454

In this episode, Gordon Mullan and Govind Shukla dive into the latest AI news, like the new updates to OpenAI's GPT-4.1, Anthropic’s $50M focus on making models easier to understand, and the UAE’s push to bring AI into lawmaking.
Tune in for a look at how AI is shaking up technology, regulation, and society!

NAVIGATION
00:00 - Introduction
01:01 - OpenAI: Rumors (Windsurf acquisition, Cursor IDE, social network prototype)
06:20 - OpenAI: ChatGPT-powered social network prototype
09:30 - OpenAI: GPT-4.1, o3, o4-mini (context window, pricing, limitations)
15:28 - OpenAI: Codex (programming capabilities, 1M token context)
20:30 - Anthropic: $50M investment in Goodfire (model interpretability focus)
23:20 - Anthropic: Dario Amodei’s essay on AI risks (consciousness debate)
44:55 - AI Tools for Audio/Video (Google Lyria 2, Kimi-Audio, Kling AI)
50:50 - Development Tools: Junie (JetBrains), Docker AI, Trae IDE
01:02:30 - Ethics: AI Oscar Rules (creativity vs. human input debate)
01:10:49 - Science & Tech: Robot Marathon (Tiangong Ultra results)
01:13:01 - Law & Order: UAE AI Lawmaking (70% legislative efficiency goal)
01:25:40 - Ethics: Zurich AI Bot Study (Reddit manipulation, persuasion risks)
01:28:53 - Conclusion and Outro

WHERE TO WATCH US AND LISTEN
🔸 YouTube: https://www.youtube.com/watch?v=jD7Jk0-pdRA
🔸 Google Podcasts: https://bit.ly/awclub-en-google
🔸 Apple Podcasts: https://bit.ly/awclub-en-apple
🔸 Spotify: https://bit.ly/awclub-en-spotify
🔸 Download mp3: https://anywhereclub.simplecast.com/episodes/38

SERVICES AND LINKS FROM THE EPISODE
🔹 ZenCoder acquired by Machinet: https://zencoder.ai/blog/zencoder-acquires-machinet
🔹 Rumors about Windsurf acquisition: https://www.axios.com/2025/04/17/openai-windsurf-3-billion-microsoft
🔹 OpenAI wants to buy Chrome: https://www.reuters.com/sustainability/boards-policy-regulation/google-contemplated-exclusive-gemini-ai-deals-with-android-makers-2025-04-22/
🔹 OpenAI developing a social network: https://www.theverge.com/openai/648130/openai-social-network-x-competitor
🔹 New models GPT-4.1, GPT-4.1 mini, and GPT-4.1 nano: https://www.techtarget.com/whatis/feature/GPT-41-explained-Everything-you-need-to-know
🔹 New reasoning models o3 and o4-mini: https://openai.com/index/introducing-o3-and-o4-mini/
🔹 OpenAI open-sourced Codex: https://github.com/openai/codex
🔹 OpenAI adds invisible characters to text: https://winbuzzer.com/2025/04/21/openais-new-o3-o4-mini-models-add-invisible-characters-to-text-sparking-watermark-debate-xcxwbn/
🔹 Anthropic's model consciousness research: http://www.anthropic.com/research/exploring-model-welfare
🔹 Claude.ai Research: https://www.anthropic.com/news/research
🔹 Gemini 2.5 Flash: https://developers.googleblog.com/en/start-building-with-gemini-25-flash/
🔹 Nvidia moving AI chip production to the USA: https://blogs.nvidia.com/blog/nvidia-manufacture-american-made-ai-supercomputers-us/
🔹 Grok Studio: https://techcrunch.com/2025/04/15/grok-gains-a-canvas-like-tool-for-creating-docs-and-apps/
🔹 Alphabet and Nvidia invest in SSI startup by Ilya Sutskever: https://www.reuters.com/technology/artificial-intelligence/alphabet-nvidia-invest-openai-co-founder-sutskevers-ssi-source-says-2025-04-12/
🔹 JetBrains released AI assistant Junie: https://blog.jetbrains.com/blog/2025/04/16/jetbrains-ides-go-ai/
🔹 Trae IDE update: https://www.aibase.com/news/17375
🔹 Docker supports MCP installation: https://www.docker.com/blog/introducing-docker-mcp-catalog-and-toolkit/
🔹 Installing models in Docker through Model Runner: https://docs.docker.com/desktop/features/model-runner/?uuid=876943EF-BC63-4608-B5A6-0AE88A153E1B
🔹 Gordon from Docker: https://docs.docker.com/desktop/features/gordon/
🔹 Lyria 2 music generation model: https://deepmind.google/technologies/lyria/
🔹 Character.AI AvatarFX: https://blog.character.ai/avatar-fx-cutting-edge-video-generation-by-character-ai/
🔹 Kling AI 2.0: http://klingai.com/
🔹 Fabula integrates Runway AI into production: https://deadline.com/2025/04/runway-ai-fabula-pablo-juan-de-dios-larrain-production-1236366859/
🔹 Suna official website: https://www.suna.so
🔹 Perplexity Assistant for iOS: https://link.alphasignal.ai/gXmz6e
🔹 UAE integrates AI into lawmaking: https://www.techinasia.com/news/uae-ai-writing-laws
🔹 World’s first half-marathon with humans and robots: https://www.nbcnews.com/news/world/china-robots-race-humans-half-marathon-rcna195586
🔹 Half-marathon video on YouTube: https://www.youtube.com/watch?v=zL1a1X3EZj4
🔹 Basic guide to Claude Code agents: https://drive.google.com/file/d/1PgzSogefMC2k6k6e5TQ2cxwNbVnPArRf/view
🔹 AI films at the Oscars: https://www.bbc.com/news/articles/cqx4y1lrz2vo

#engx #openai #anthropic

In 2025, AI agents are changing how developers code, build, and think about software. In this video, an experienced solution architect Vladislav Vorobev explains the real differences between popular AI assistants like Copilot and Windsurf, how AI agents actually work in programming, what skills developers need to stay competitive, and where the line is between useful help and losing control over code quality. If you want to stay ahead in the era of AI-driven development, this video is a must-watch.

NAVIGATION

0:59 - Agents, Copilot, Windsurf - everyone talks about AI assistants. How do they actually differ, and what types of tasks is each best suited for?

2:36 - What is AI Agent for programming?

4:34 - What is the difference between AI Agents and LLMs?

5:19 - What are some real-world examples of using AI agents in development?

6:37 - IDEs like Windsurf or Cursor are often described as the "next step after GitHub Copilot." What fundamental advantages do they offer developers?

7:35 - Where is the line between convenience from AI assistants and the risk of losing control over the quality of code and solutions?

8:46 - What are prompting techniques and are they important for developers?

11:00 - What skills should programmers start developing today to remain competitive in the age of AI-driven software development?

12:02 - What should junior developers do in the age of AI?

12:42 - How is the role of a developer changing as more routine tasks shift to AI agents and copilots?

13:25 - If you were starting a programming career today, what AI tools would you recommend a newcomer learn first?

👉  Integrate GitHub Copilot and ChatGPT into your daily work: https://aw.club/global/en/courses/ai-supported-software-engineering

WHERE TO WATCH US AND LISTEN

🔸 YouTube: https://youtu.be/FF90PmbZ0T0

🔸 Apple Podcasts: https://bit.ly/awclub-en-apple

🔸 Spotify: https://bit.ly/awclub-en-spotify

🔸 Download mp3: https://anywhereclub.simplecast.com/episodes/35

#engx #engxspace #aiexents