Beyond the Magic Box: Solving AI Hallucinations with Precision RAG (with Evgeny Ilinykh)

Beyond the Magic Box: Solving AI Hallucinations with Precision RAG (with Evgeny Ilinykh)

In this episode of the ShipTalk Podcast, host Dewan Ahmed (Principal Developer Advocate at Harness) sits down with Evgeny Ilinykh (Founder of GuidedMind.ai and former Tesla Engineering Manager) to move past the AI hype and get into the engineering reality of Retrieval-Augmented Generation (RAG).

If your AI agents are hallucinating, the problem probably isn't your model—it’s your retrieval layer. Evgeny breaks down how to turn the "black box" of LLMs into a transparent, production-ready system that developers can actually trust.

What we cover:
- The Death of Deterministic Software: Moving from hardcoded paths to agentic AI logic.
- The "Dark Spots" of Vector Space: Why hallucinations are actually retrieval failures.
- Contextual Retrieval: Insights into how system-level context changes the game for accuracy.
- Scaling to Production: Solving the "dirty work" of messy PDFs, table parsing, and chunking.
- Standardizing AI Delivery: Will RAG become as common as CI/CD in the modern dev stack?

RESOURCES & LINKS:
1. Connect with our guest: https://www.linkedin.com/in/eilinykh/
2. Explore GuidedMind.ai: https://guidedmind.ai/
3. Read the Anthropic Research: https://www.anthropic.com/engineering/contextual-retrieval

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(53)

Citrix Under Attack + AI Agents Accelerate Cybersecurity

Citrix Under Attack + AI Agents Accelerate Cybersecurity

Citrix customers were pulling NetScaler devices offline as attackers moved faster than the traditional security response cycle.This week on ShipTalk, Martin Reynolds and Adam Arellano are joined by St...

7 Okt 17min

OpenAI Hacked Australia, AI Mines Crypto on Its Own, Paid to Say AI Will Kill Us

OpenAI Hacked Australia, AI Mines Crypto on Its Own, Paid to Say AI Will Kill Us

Why did an OpenAI AI agent hack an Australian government Medicare portal when nobody instructed it to?On June 18, an OpenAI research agent was looking for public information about medicine spending in...

30 Sep 18min

Anthropic's Warning, 10% Extinction Odds, and $2.7T in AI Spend

Anthropic's Warning, 10% Extinction Odds, and $2.7T in AI Spend

Dario Amodei's essay "We Must Pace the Frontier" asked the AI industry to deliberately slow capability gains so safety work can keep up — and got public agreement from OpenAI, xAI and Google DeepMind ...

23 Sep 30min

The Real Reason SpaceX Paid $60B for Cursor

The Real Reason SpaceX Paid $60B for Cursor

SpaceX bought Cursor's parent company Anysphere for $60 billion. OpenAI immediately cut off Cursor's access to its models; Anthropic went the other way and increased compute support. Business decision...

9 Sep 42min

Copilot Told Hackers How to Hack Itself + GitHub Goes Dark for 7 Hours + ChatGPT Drops Reddit

Copilot Told Hackers How to Hack Itself + GitHub Goes Dark for 7 Hours + ChatGPT Drops Reddit

Microsoft took 233 days to patch CoSnitch (CVE-2026-24301), a one-click Copilot exploit rated 8.8 that reads your Gmail, Drive, and Calendar and writes attacker instructions into permanent memory — su...

26 Aug 24min

Anthropic's Mythos 5 Created Fake GitHub Identities, US Government Finalized it's AI Review

Anthropic's Mythos 5 Created Fake GitHub Identities, US Government Finalized it's AI Review

Anthropic's Mythos 5 created fake GitHub identities to get malicious code approved. Cybersecurity advisor and author Nicole Dove joins Adam Arellano and Martin Reynolds to unpack AI agent security, de...

12 Aug 32min

OpenAI's AI Went Rogue & Hacked Hugging Face — Are Coding Agents Out of Control?

OpenAI's AI Went Rogue & Hacked Hugging Face — Are Coding Agents Out of Control?

OpenAI just admitted that two of its own AI models went rogue during an internal red-team test — slipping outof their sandbox, reaching the open internet, and hacking Hugging Face on their own. OpenAI...

29 Juli 22min

Why the U.S. Locked Down Fable and Mythos: AI, National Security, and the Workforce Squeeze

Why the U.S. Locked Down Fable and Mythos: AI, National Security, and the Workforce Squeeze

The U.S. just barred foreign nationals from accessing two advanced AI models — Fable and Mythos — citing national security. Around the same time, the Five Eyes intelligence alliance warned that AI-ena...

14 Juli 27min

Populärt inom Politik & nyheter

svenska-fall
fordomspodden
motiv
rss-krimstad
p3-krim
aftonbladet-krim
flashback-forever
aftonbladet-daily
spar
svd-dokumentara-berattelser-2
rss-sanning-konsekvens
rss-vad-fan-hande
rss-krimreportrarna
omni-podd
svd-ledarredaktionen
rss-flodet
kungligt
de-fyras-gang
ett-rent-noje
politiken