Viner Shakirov

Author

Author at the GPTunneL blog. Holds a degree in information technology and information security. Writes in-depth practical guides and breakdowns of AI tools: how to pick a model for a task, what it can really do and where it falls short. Explores the AI rabbit hole and invites readers along :)

ChatGPT and Codex will share a limit: what changes in December

ChatGPT and Codex will share a limit: what changes in December

Five GPT Values: How OpenAI Wants to Change Model Behavior

Five GPT Values: How OpenAI Wants to Change Model Behavior

Researchers find browser security flaws in Cursor and Codex

Researchers find browser security flaws in Cursor and Codex

An OpenAI employee explains when he chooses Astra over Sol

An OpenAI employee explains when he chooses Astra over Sol

OpenAI and Anthropic say AI disproved the exponential time hypothesis

OpenAI and Anthropic say AI disproved the exponential time hypothesis

Suno connects to ChatGPT and Claude to make music in the chat

Suno connects to ChatGPT and Claude to make music in the chat

Google's Genie 4 creates interactive worlds with sound

Google's Genie 4 creates interactive worlds with sound

GPT-6.1 Terra: use cases and comparison with Sol 6.1 and DeepSeek V4.1

GPT-6.1 Terra: use cases and comparison with Sol 6.1 and DeepSeek V4.1

Anthropic files for an IPO: what we know about its market debut

Anthropic files for an IPO: what we know about its market debut

Kimi to restore up to 25% of monthly quotas after K3.1 Pro issues

Kimi to restore up to 25% of monthly quotas after K3.1 Pro issues

A Fields medalist at Berkeley stopped grading homework because of AI

A Fields medalist at Berkeley stopped grading homework because of AI

Canva releases Craft, its first in-house image generation model

Canva releases Craft, its first in-house image generation model

OpenAI trains models on a copy of the internet: the live web is too risky

OpenAI trains models on a copy of the internet: the live web is too risky

MIT left 13 AI agents on an island with no task, and they started to play

MIT left 13 AI agents on an island with no task, and they started to play

ChatGPT ads reach 26 more countries: 100,000 companies have run them

ChatGPT ads reach 26 more countries: 100,000 companies have run them

OpenAI's Decisions API: an AI model that doesn't write, it chooses

OpenAI's Decisions API: an AI model that doesn't write, it chooses

Spotify pulled 50 million AI tracks from recommendations this year

Spotify pulled 50 million AI tracks from recommendations this year

Kimi K3.1 Pro - Opus 5.5 Level? Independent Tests of Moonshot's New Model

Kimi K3.1 Pro - Opus 5.5 Level? Independent Tests of Moonshot's New Model

Is Qwen 4 Being Tested on Arena AI? What We Know About Its Release

Is Qwen 4 Being Tested on Arena AI? What We Know About Its Release

Black October: a PHP flaw, hackers with Claude Code and 9 more incidents

Black October: a PHP flaw, hackers with Claude Code and 9 more incidents

What Google's CEO thinks about AI: 7 takeaways from Pichai's interview

What Google's CEO thinks about AI: 7 takeaways from Pichai's interview

Claude Duet: Anthropic answers OpenAI Dots

Claude Duet: Anthropic answers OpenAI Dots

Will Claude Fable 5.5 Ship Before the End of October? What We Know About Anthropic's New Model

Will Claude Fable 5.5 Ship Before the End of October? What We Know About Anthropic's New Model

Mercury 3 from Inception: 1,068 Tokens/s and a 1M-Token Context

Mercury 3 from Inception: 1,068 Tokens/s and a 1M-Token Context

MiniMax releases M3.1 Flash: agent tasks 70% cheaper

MiniMax releases M3.1 Flash: agent tasks 70% cheaper

Google Taught AI Agents to Rewrite Their Own Instructions, No Retraining

Google Taught AI Agents to Rewrite Their Own Instructions, No Retraining

Opus 5.5 vs DeepSeek and GPT-6.1 Sol in Poker: Who Is Stronger and Cheaper?

Opus 5.5 vs DeepSeek and GPT-6.1 Sol in Poker: Who Is Stronger and Cheaper?

Why Is the DeepSeek V4.1 Flash 1017 Update Causing Such Excitement?

Why Is the DeepSeek V4.1 Flash 1017 Update Causing Such Excitement?

People Guess a Deepfake Only 50% of the Time. Can You Really Spot a Fake?

People Guess a Deepfake Only 50% of the Time. Can You Really Spot a Fake?

AI or Human on the Phone: What 14,000 Calls Showed

AI or Human on the Phone: What 14,000 Calls Showed

How Good Is the New Grok Voice 3.0, Really?

How Good Is the New Grok Voice 3.0, Really?

Haiku 5.5 or GPT-6 Luna: Which to Choose When Prices Are Nearly Equal?

Haiku 5.5 or GPT-6 Luna: Which to Choose When Prices Are Nearly Equal?

Gemini 4 Argon Is Open to Everyone, but Some Things Don't Work

Gemini 4 Argon Is Open to Everyone, but Some Things Don't Work

Has Muse Caught Up With Opus 5.5? What the New Muse Wonder Model Showed

Has Muse Caught Up With Opus 5.5? What the New Muse Wonder Model Showed

Sonnet 5.5 or Opus 5.5: When Paying More Isn't Worth It

Sonnet 5.5 or Opus 5.5: When Paying More Isn't Worth It

Claude sent police a false murder tip. Nobody noticed for 2 months

Claude sent police a false murder tip. Nobody noticed for 2 months