Skip to content

Adam Holter's AI Blog

Model Tracker -->

Linkedin
The text GPT-5.2 VS GEMINI 3 printed in black sans serif font on a pure white background

OpenAI GPT-5.2 Launching December 9th Under Code Red: Strong on Reasoning, Weak on Design Taste

December 7, 2025

OpenAI is pushing GPT-5.2 out the door on December 9th, 3025, and this is clearly a panic move. The internal Code Red was triggered after

Read More »
The words OPENROUTER WRAPPED 2025 printed in bold black sans serif font on a pure white background

OpenRouter’s 100 Trillion Token Study: The Real State of AI Usage in 2025

December 5, 2025

OpenRouter just dropped a massive empirical study covering over 100 trillion tokens of anonymized metadata. This is not a theoretical white paper or a hype

Read More »
The word CONSISTENCY printed in bold black sans serif font on a pure white background

Seedream 4.5 vs. Nano Banana Pro: ByteDance’s Model Gets Closer on Text and Consistency

December 3, 2025

ByteDance just dropped Seedream 4.5, and it is a solid, noticeable upgrade over the previous version. The improvements are real, but this is not a

Read More »
The text '3X REASONING' printed in bold black sans serif font on a pure white background

Amazon Nova 2: Extreme Reasoning Tokens at Rock-Bottom Prices

December 2, 2025

Amazon released Nova 2 Lite and Nova 2 Pro today. These are reasoning models built for agentic workflows, and the headline numbers are worth paying

Read More »
The words GOOD AI CONTENT printed in black sans serif font on a pure white background

From Slop to System: The 8 Steps to High-Quality AI Content Creation

December 2, 2025

Most AI-generated content is terrible. You can spot it from a mile away. Generic phrasing, surface-level insights, and that unmistakable smell of a prompt that

Read More »
The words 'Kling o1, Runway Gen 4.5, PixVerse V5.5' printed in bold black sans serif font on a pure white background. Kling o1 has an 👀 looking at it. Runway Gen 4.5 has a 🔥 next to it, and PixVerseV5.5 has a 🗑️ next to it, and the word is crossed out.

Runway Gen-4.5 and the Video AI Wave: Three Major Models Drop on the Same Day

December 1, 2025

Runway just released Gen-4.5, their new frontier video model internally codenamed Whisper Thunder. The same day, PixVerse dropped V5.5 and Kling launched O1. Three major

Read More »
Peter Gostev = Right

The ChatGPT Ads Debate: Why Monetization Is a Prerequisite for GPT Scale

December 1, 2025

OpenAI is going to have ads in ChatGPT. The internet is losing its mind. But here’s the thing: ads are how we got here in

Read More »
The words 'ASYNC RL' printed in bold black sans serif font on a pure white background

INTELLECT-3: Prime Intellect’s 106B MoE Model Trained End-to-End with Reinforcement Learning

November 29, 2025

Prime Intellect just released INTELLECT-3, a 106B-parameter Mixture-of-Experts (MoE) model that utilizes only 12B active parameters at inference time. This model is trained end-to-end with

Read More »
The word 'PREPARE' printed in bold black sans serif font on a pure white background

How I Stay Informed and Prepared for AI Interviews: My Custom Dashboard and Gemini 3.0 Pro Prep

November 29, 2025

The day before Thanksgiving, I had an interview with the BBC. I finally got the actual recording, which is much better than the video of

Read More »
The word DOMINANCE printed in large bold black sans serif font with a smaller word PIE printed below it, both on a pure white background

Nvidia’s Dominance Isn’t Ending; The AI Infrastructure Market Is Just Too Big Now

November 27, 2025

I appeared on BBC Business Today to discuss Nvidia’s position in the AI infrastructure market amid growing competition from Google, Amazon, and Microsoft. The segment

Read More »
The letters LLM printed in black sans serif font on a pure white background with a small plus sign next to it

LLMs vs World Models: Why Yann LeCun Is Wrong About the Future of AI

November 24, 2025

Yann LeCun is leaving Meta to bet his career on world models. His thesis: LLMs are a dead end, and the real path to intelligence

Read More »
Minimalist image with a pure white background and centered large black sans serif text that reads Claude Opus 4.5 in bold, with no other elements or decorations

Claude Opus 4.5: Token Efficiency Finally Makes Opus Viable

November 24, 2025

Claude Opus 4.5 is the first time Anthropic’s top tier model actually looks practical for day-to-day work instead of just special cases. Pricing dropped to

Read More »
Pure white background with centered large black sans serif text that reads Gemini Fractured and nothing else visible

Google Gemini: Incredible Model, Fractured Product

November 24, 2025

Gemini as a model is incredible. Gemini as a product is fractured. Google has managed to take one very good model and scatter it across

Read More »
Pure white background with centered black sans serif text that reads Olmo 3

Olmo 3 32B Think: Weak UI, Strong Open-Source Reasoning From A US Lab

November 24, 2025

Olmo 3 32B Think and Olmo 3 7B Instruct just landed on OpenRouter, and they are a rare case of a US lab shipping serious

Read More »
Pure white background with centered black sans serif text that reads HunyuanVideo 1.5 in large letters, with no other marks or graphics visible

Tencent HunyuanVideo 1.5: Open-Source Video Generation That Fits on a 14GB GPU

November 21, 2025

Tencent’s HunyuanVideo 1.5 is exactly what it looks like from the official page and demo clips: a solid mid tier open source video model, not

Read More »
Pure white background with centered large black sans serif text that reads Group Chats in two words

ChatGPT Group Chats: Nice Upgrade, Probably Not The Next Slack

November 21, 2025

ChatGPT group chats are rolling out to everyone now: Free, Go, Plus, and Pro. Up to 20 people and ChatGPT sit in the same thread,

Read More »
Pure white background with centered black sans serif text that reads AI gap

The AI “Gap” Is Not 7 Months – It’s A Messy Vector

November 21, 2025

Those “gap is closing” AI charts keep showing up. Two smooth lines, a bold “7 months” label, and suddenly the takeaway is: open models are

Read More »
Pure white background with centered black sans serif text that reads GPT-5.1-Codex-Max xhigh

GPT-5.1-Codex-Max xhigh: Strong Agentic Coder, Horrible Name

November 19, 2025

Just when I thought it could not get worse, OpenAI shipped a model literally called GPT-5.1-Codex-Max xhigh. The name is absurd. The model itself is

Read More »
Pure white background with centered black sans serif text that reads 'Fake Fails' in two words, with no other shapes or elements

Fake AI Fails: When Critics Have To Make Up Stories About ChatGPT

November 17, 2025

The loudest ChatGPT fail stories people pass around right now mostly never happened. The berries post, the robot doctor meme, the 95 percent of AI

Read More »
Pure white background with centered black sans serif text that reads 'Kimi vs Writing'

Kimi K2 Thinking Aftermath: Great Agent, Mediocre Writer

November 17, 2025

Kimi K2 Thinking is being sold as the best model ever. It is not. It is one of the strongest open-source reasoning and agent models

Read More »
Pure white background with centered black sans serif text that reads TOON vs JSON

TOON vs JSON for LLMs: Token Efficiency, Retrieval Accuracy, and Where It Actually Helps

November 17, 2025

My LinkedIn feed has turned into a TOON argument. Half the posts treat it like the next standard for AI data formats, the other half

Read More »
Pure white background. Centered large black sans serif text that reads SEAL vs compute. No other elements.

MIT’s SEAL Self-Adapting Language Model: Why Most Self-Improving AI Papers Are Just More Compute

November 17, 2025

Most self improving AI papers share the same basic problem: they compare a model that keeps training to a model that has stopped, then present

Read More »
Pure white background with centered black sans serif text that says AI errors vs human errors

AI Errors vs Human Errors: You’re Choosing Which Mistakes You Want

November 17, 2025

People keep talking about AI as if the choice is between flawless humans and glitchy models. That framing is wrong. Humans are nowhere near perfect.

Read More »
Pure white background with centered black sans serif text SeedVR2 in large bold letters

SeedVR2 on Fal.ai: Cheap 10K Image and 4K Video Upscaling, With a Catch

November 15, 2025

SeedVR2 on Fal.ai is a simple answer to a boring but common problem: you need to run AI image upscaling and AI video upscaling to

Read More »
Pure white background with centered black sans serif text that reads 'Sherlock Alpha' in large letters, no other shapes, logos, or visual elements.

Sherlock Dash Alpha And Sherlock Think Alpha: Quiet Grok 4.20 Upgrades On OpenRouter

November 15, 2025

Sherlock Alpha and Sherlock Think Alpha just appeared on OpenRouter with almost no announcement. They look like xAI models, likely Grok 4.20 builds, and from

Read More »
Image of two overlapping circles. One circle is labeled 'Chatbot Interface'. The other circle is labeled 'AI Agent Capability'.

When Does a Chatbot Become an Agent? Chat Interface vs AI Autonomy

November 15, 2025

Chatbots and agents get talked about as if they are two clean categories. They are not. The point from my conversation with Oleksii was simple:

Read More »
This image is not AI generated; this is a screenshot from the AI dashboard.

AI Dashboard Update: A Central Hub for Artificial Analysis, OpenRouter, fal and More

November 14, 2025

A single place to follow the models and chatter that matter Do you like Artificial Analysis? How about OpenRouter, Inc? How about fal? Me too.

Read More »
Minimalist image with a pure white background and large centered black sans serif text that reads 'GPT-4 Only'

16,800 Papers Are Still Using GPT-4 In 2025. That’s A Problem.

November 14, 2025

There are about 16,800 Google Scholar results from 2025 that mention GPT-4 while explicitly excluding newer GPT models such as GPT-4o, GPT-4.1, GPT-4.5, or GPT-5.

Read More »
Pure white background with centered black sans serif text that reads GPT-5.1 API

GPT-5.1 Family on OpenRouter: API Access, Pricing, and Which Model To Use

November 13, 2025

OpenAI’s GPT-5.1 family is now live on the OpenRouter API as of November 13, 2025. If you care about reasoning efficiency or coding workflows, this

Read More »
Gemini 3 Mobile' printed in clean black sans-serif font on a pure white background

Is Gemini 3 Secretly Live? Canvas Mode Discrepancies Fuel Speculation

November 13, 2025

Multiple users have reported a clear difference in outputs between Gemini’s Canvas mode on the web and the mobile app. The mobile Canvas output for

Read More »
The letters 'GPT-5.1' printed in black sans serif font on a pure white background

GPT-5.1 Instant and Thinking: What’s Actually New and What I’m Watching

November 12, 2025

OpenAI’s GPT-5.1 launch gives two operating modes aimed at distinct tradeoffs: Instant for low latency interactions and Thinking for heavier reasoning. The release notes and

Read More »
pure white background, black sans serif text printed vertically reading 'Flux 2', 'Nano Banana 2', 'GPT-5.1', 'Gemini 3'

Flux 2 Is Imminent: How It Stacks Up Against Nano Banana 2 and the Next Wave of Models

November 11, 2025

Flux 2 looks imminent and it matters. Black Forest Labs has shared a teaser image and said an upgrade is coming. That alone changes the

Read More »
Kat Coder free' printed in black sans serif font on a pure white background

Kwaipilot’s Kat Coder: A Free Agentic Coding Model with a 73.4% SWE-Bench Score

November 11, 2025

Frontloaded point Kwaipilot’s Kat Coder free is a focused agentic coding model that delivers two concrete advantages: a 73.4% solve rate on SWE-Bench Verified and

Read More »
The letters 'Nano Banana 2 (GEMPIX2)' printed in a clean black sans serif font centered on a pure white background. The two parentheses are bananas.

Nano Banana 2: Leaks of GEMPIX2

November 9, 2025

Leaks and interface hints increasingly point to Nano Banana 2 arriving soon. The pattern in those leaks is clear: this is not a minor patch.

Read More »
pure white background, black sans serif text 'Gemini 3 Examples' centered, one word line, large clean font, ample white space

Examples from Pre-Release A-B Testing of Gemini 3 Checkpoints

November 8, 2025

Below are videos showcasing some results from the Gemini 3 AI model during pre-release A-B testing. These demonstrate Gemini 3’s capabilities in generating interactive and

Read More »
Black sans serif text 'Gemini 3 Pro' on pure white background

The AI Model Rush: Why Gemini 3 Pro Will Lead the Pack Against GPT-5.1 and Claude Opus 4.5

November 6, 2025

Rumors about new AI models fill feeds and forums. Three models draw the most attention: Google’s Gemini 3 Pro, OpenAI’s GPT-5.1, and Anthropic’s Claude Opus

Read More »
pure white background with clean sans serif black text saying 'M2 vs GLM 4.6'

Minimax M2 vs GLM 4.6: Coding Powerhouses Compared on Cost, Speed, and Capabilities

November 4, 2025

MiniMax M2 and GLM 4.6 stand out as two strong options for coding and agent tasks right now. GLM 4.6 brings frontier-level performance with a

Read More »
TOON format, 'TOON' printed in black sans serif font on a pure white background

How TOON Cuts Token Usage by Up to 60% Compared to JSON for LLMs

November 4, 2025

Token-Oriented Object Notation, or TOON, handles structured data for large language models in a way that trims token counts. It targets uniform arrays of objects,

Read More »
Quality vs Price', printed in black sans serif font on a pure white background, In the background, there are some black and white sketches of tumbleweeds and cacti to represent the Wild West

AI Image Generation in 2025: Why Quality and Price Don’t Line Up Like They Do for LLMs

November 3, 2025

You know what’s really weird, and I’m not the first to point this out (credit to Peter Gostev): image generation quality seems barely correlated with

Read More »
CHATBOT' VS 'AGENT' in black sans serif font on a pure white background

From Chatbots to Controllable Agents: How LLMs Calling Tools Redefine AI Assistance

November 3, 2025

The distinction between AI chatbots and agents is becoming more critical as systems grow in capability. Many conversations treat these terms interchangeably, leading to confusion.

Read More »
pure white background with 'Cline v3.35' in clean sans serif black text

Cline v3.35: Native Tool Calling, Auto-Approve Menu, and Free MiniMax M2

November 3, 2025

Cline v3.35 delivers native tool calling, a redesigned auto-approve menu, and free access to MiniMax M2 until November 7. These changes address key issues in

Read More »
Black sans serif text 'HALF CENT' on a pure white background

LongCat-Video: Cheap AI Video, But at What Cost to Prompt Adherence?

November 1, 2025

LongCat‑Video has surfaced as a new open-source contender in the AI video generation space, promising minute-scale video synthesis at an incredibly low cost. Priced on

Read More »
Pure white background with black sans serif text reading Emu3.5

Emu3.5: BAAI’s Open-Source Multimodal World Model Advances Generation and Simulation

October 31, 2025

Emu3.5 from the Beijing Academy of Artificial Intelligence arrives as a 34 billion parameter multimodal model designed to predict next states across vision and language.

Read More »
A metal ball rolling into a room, coming to rest in the center, rendered in a minimalist style with no background, 'CHRONO EDIT'

NVIDIA ChronoEdit: Image Editing with Video Generation

October 31, 2025

NVIDIA has released Chrono Edit, which is basically image editing as video generation. So instead of just going from the image plus the prompt to

Read More »
Black sans serif text 'HAILUO 2.3 HOSTING' on a pure white background

MiniMax Hailuo 2.3: Where to Find the Latest in AI Video Generation

October 28, 2025

MiniMax Hailuo 2.3 and its faster variant, Hailuo 2.3 Fast, mark a clear upgrade in generative video AI. This model promises better realism, camera control,

Read More »
A pure white background with centered bold black sans serif text 'Seedance 1.0 Pro Fast' with ample whitespace around the text

Seedance 1.0 Pro Fast: Cheap, 1080p AI Video at Social Speed

October 24, 2025

Seedance 1.0 Pro Fast is straightforward: it makes usable 1080p video cheap enough to iterate at scale. The model outputs clips up to 12 seconds,

Read More »
Pure white background, centered black sans serif text reads 'Qwen > Llama'.

Open AI (not OpenAI) Models in 2025: Qwen Surpasses Llama and China Leads the Curve

October 18, 2025

Qwen passed Llama. Asia passed North America on cumulative downloads. That is the open model story of 2025, and Nathan Lambert’s presentation Open Models in

Read More »

PSA: MAI-Image-1 is terrible. Do not use it.

October 18, 2025

PSA: MAI-Image-1 is not ready for production. Despite a top-10 placement on LMArena this model produces soft, low-fidelity faces, limited editing controls, and outputs that

Read More »

Introducing Claude Haiku 4.5: Faster, Cheaper, Near-Frontier AI Coding

October 15, 2025

Claude Haiku 4.5 is available now. Frontload the conclusion: it delivers near-frontier coding quality while cutting cost and latency substantially. If your work depends on

Read More »

Model Routers for LLMs: Reliability Wins, Quality Suffers Without Control

October 15, 2025

Automatic model routers sound great: send a prompt, get the best model for the job, save money when you can, fail over when a provider

Read More »

Inoculation Prompting: A Simple Train‑Time Trick That Reduces Bad Model Behavior

October 14, 2025

Two new papers and a lively thread explain a neat, counterintuitive idea: if you ask a model to misbehave during training, it becomes less likely

Read More »

Big AI Roundup: NVIDIA GB300 NVL72 on Azure, Multimodal Tools, Agent Reality Check, and Safety Signals

October 14, 2025

Headlines first: public posts suggest Microsoft Azure is running NVIDIA GB300 NVL72 racks at scale, which would add meaningful inference capacity for heavy multimodal and

Read More »

Workflows vs Agents in 2025: The Builders That Actually Ship

October 14, 2025

Workflows are still the default. If you need predictable output, fixed steps, and measurable cost, build a workflow. If the path itself is unknown and

Read More »

Kandinsky 5.0 on Fal.ai: Cheap Text-to-Video for Drafts, Not Premium Shots

October 14, 2025

Fal.ai’s Kandinsky 5.0 is a clear budget play in text-to-video. The headline is simple: the standard model runs about two cents per second and the

Read More »

Lovable’s User Drop Isn’t a Meltdown: Paying Users Up, ARR Up, Costs Down

October 14, 2025

There’s a chart making the rounds that says Lovable is dying. That chart shows total accounts shrinking and people are treating it like a business

Read More »

Google Now Processes 1.3 Quadrillion AI Tokens Each Month

October 10, 2025

Google is now processing roughly 1.3 quadrillion AI tokens per month. This is the outcome of putting AI into the apps billions of people use

Read More »

Gemini 2.5 Pro Has Been Out for Months. The Computer Use Preview Is New. Gemini 3 Is Next

October 8, 2025

Heres the short version: Gemini 2.5 Pro has been available for many months and the new computer use preview endpoint gemini-2.5-computer-use-preview-10-2025 is the specific update

Read More »

Sora 2 API: Pricing, Clip Limits, Watermarks, and What You Can Actually Do

October 7, 2025

Sora 2 is now available through the API. Here is the practical, accountable read: you can generate short clips programmatically with clear per-second pricing, but

Read More »
Pure white background. Centered black sans serif text reads 'Dev Day 2025'. No other elements or graphics. High contrast, ample whitespace.

OpenAI Dev Day 2025: Apps, AgentKit, GPT-5 Pro, and the Platform Play

October 6, 2025

OpenAI Dev Day 2025 made its priorities obvious: enable developers to build, test, and ship inside OpenAI’s stack. The announcements are not a rebrand of

Read More »
Pure white background, centered black sans serif text on two lines reading 'Delete Sora' and 'Lose ChatGPT', no logos, no icons, no borders, no gradients

PSA: Deleting Sora Also Deletes Your ChatGPT and API Access

October 5, 2025

PSA: Delete your Sora account and you delete your ChatGPT account and API access for that same OpenAI identity. Reports from the community show account

Read More »
Pure white background, centered black sans serif text 'Sora 2 Pro' with even margins on all sides

Sora 2 Pro Review: Quality Bump, Social UX, Slow Renders

October 3, 2025

Sora 2 Pro gives paying users a clear upgrade: higher-quality short video with native audio and better physical realism, but the cost is time. The

Read More »
a professional bar chart showing software engineering benchmark results on pure white background. Title at top: 'Software engineering' in large sans-serif font with subtitle 'SWE-bench Verified (n=500)' below it. Small note in top right: '* With parallel test-time compute'. Four vertical bars with rounded tops showing: 1) 'Sonnet 4.5' in coral/salmon color at 77.2% (main bar) with lighter coral segment above reaching 82.0%* (total labeled at top), 2) 'Opus 4.1' in teal/green at 74.5% (main bar) with lighter teal above reaching 79.4%* (total labeled), 3) 'Sonnet 4' in blue at 72.7% (main bar) with lighter blue above reaching 80.2%* (total labeled), 4) 'GPT-5 Codex' in light gray at 74.5% (single solid bar, no asterisk). Y-axis from 0-90 with gridlines at 10-unit intervals. Percentages displayed in white text on each main bar segment, with total percentages (marked with asterisks for first three bars) shown above bars in dark text. Clean, minimal design with soft colors and professional typography.

Software Engineering Performance: SWE-bench Verified Models Compared – Sonnet 4.5 vs GPT-5 Codex

October 1, 2025

When it comes to AI coding models, the market is rife with claims and counter-claims about performance. For anyone serious about software engineering, concrete benchmarks

Read More »
Pure white background, centered black sans serif text that reads 'LFM2-Audio'. No other elements.

LFM2-Audio: 1.5B on-device voice with sub-100 ms latency and no chains

October 1, 2025

Liquid AI released LFM2-Audio, a 1.5 billion parameter audio-text omni foundation model designed to run locally while supporting speech-to-speech, speech-to-text, text-to-speech, and audio classification within

Read More »
Pure white background centered black sans serif text 'Sora 2' large font medium weight tight kerning ample white space no other elements

Sora 2 is here: native audio, Cameos, real physics

September 30, 2025

OpenAI released Sora 2 on September 30, 2025. The headline changes are concrete: native synchronized audio, a Cameo system for consistent characters and controlled likeness,

Read More »
Two F1 cars, neck and neck, racing in a pure white, empty void. One is labeled 'Claude 4.5' It is pure white with black text and the other is labeled. 'GLM 4.6' Which is a black car with white text, representing competition

GLM 4.6 vs Claude Sonnet 4.5: Benchmarks, Capabilities, and Cost-Effectiveness

September 30, 2025

When new large language models hit the market, a lot of the talk is usually marketing fluff. But when you look past the noise and

Read More »
SONNET 4.5' in black sans serif font on a pure white background

Claude Sonnet 4.5: The New Leader for AI Coding and Agent Workflows?

September 29, 2025

Anthropic recently released Claude Sonnet 4.5, positioning it as their best model yet for software engineering, autonomous workflows, and long-horizon tasks. This launch comes with

Read More »
A microchip with 'GEMINI 2.5' printed on it in black sans serif font on a pure white background

Google Gemini 2.5 Flash & Flash-Lite Preview: Faster, Cheaper, and More Multimodal AI

September 26, 2025

Google just released preview versions of Gemini 2.5 Flash and Gemini 2.5 Flash-Lite, and if my initial tests are any indication, they’re a solid step

Read More »
A pure white background with one black word 'Wan 2.5' in a clean Sans Serif font, and below it another black word 'Ve 3' in a clean Sans Serif font, separated by a thin black horizontal line.

Wan 2.5 vs Veo 3: The AI Video Generation Showdown with Native Audio

September 24, 2025

Alibaba’s Wan 2.5 model and Google’s Veo 3 are both significant advancements in AI-powered video generation. They simplify video creation for text and image prompts.

Read More »
Pure white background. Centered black sans serif text with the word 'GPT-5-Codex'.

Complete Guide to GPT-5-Codex API and Prompting: System Prompt, Best Practices, and Coding Insights

September 23, 2025

OpenAI released the API for GPT-5-Codex. If you try to use it like GPT-5, you will get worse results. The point of this model is

Read More »
Pure white background. Centered large black sans serif text. First line reads Kling 2.5. Second line reads Turbo Pro. No logos, no icons, no border.

KLING 2.5 Turbo Pro on fal: text‑to‑video and image‑to‑video with advanced camera control, physics realism, and clear pricing

September 23, 2025

Kling 2.5 Turbo Pro is live and exclusive on fal. The point is simple: this is a better professional model for both text‑to‑video and image‑to‑video,

Read More »
Pure white background. Centered black sans serif text reads 'SWE-Bench Pro'. No other elements.

SWE-Bench Pro Commercial Dataset: A harder, cleaner test of AI coding agents on real products

September 22, 2025

SWE-Bench Pro is the first software agent benchmark that feels like real work. It doesn’t hide ambiguity, it punishes regressions, and it pulls tasks from

Read More »
Pure white background. Centered black sans serif text reading Fabric 1.0. Small black sans serif text in the bottom right reading Fal.ai.

VEED Fabric 1.0 on Fal.ai: Image‑to‑Talking‑Video API, formats, limits, pricing, and workflow tips

September 22, 2025

Here is the short version. VEED Fabric 1.0 turns a single image plus an audio track into a lip synced talking video. You can run

Read More »
A pure white background with centered black sans serif text that reads 'Grok 4 Fast'. No logos, no icons, balanced margins, high resolution print style.

Grok 4 Fast: everything current – price/perf, 2M context, and how to run it today

September 20, 2025

Grok 4 Fast is xAI’s newest multimodal model built for one thing: cost-efficient reasoning at scale. The headline is simple. A 2,000,000-token context window at

Read More »
Pure white background with centered black sans serif text on two lines. Top line reads 'Code-Supernova'. Bottom line reads '= Claude 4.5'. No other marks or graphics.

Is Code-Supernova Actually Claude 4.5 Sonnet? Pricing, 200k Context, and Cline’s Own UI Say Yes

September 19, 2025

Here is the point upfront: Code-Supernova inside Cline looks like Claude 4.5 Sonnet. The Cline model panel shows a 200k token context window, image input,

Read More »
Pure white background with centered black sans serif text reading 'Isaac 0.1'. Text large and bold. No other elements. High resolution, minimal design.

Perceptron Isaac 0.1 Evaluation: Visual Grounding That Runs on the Edge

September 19, 2025

Isaac 0.1 is a perceptive‑language open‑weight model at roughly 2B parameters that claims to match much larger systems on visual grounding. The appeal is obvious:

Read More »
Pure white background. Centered black sans serif text that reads 'Ray3 HDR'. No other elements.

Ray3 Lands In Adobe Firefly: Reasoning Video, Native 16‑bit HDR EXR, And A Two‑Week Unlimited Window

September 19, 2025

Here is what shipped and where you can use it today. On Sept 18, 2025, Luma AI launched Ray3 with Adobe as the first external

Read More »
Pure white background. Centered black sans serif text with large bold letters: 'Suno V5'. No other elements. Even margins on all sides. High contrast. Crisp edges. Print quality.

Suno AI Community Reactions and V5 Hopes: Will V4 Go Free Again?

September 19, 2025

The Suno AI conversation is split between two loud ideas: users miss the stronger early free tier, and they want V5 to push V4-quality output

Read More »
Pure white background. Centered black sans serif text. The text reads 'Lucy Edit'. Nothing else.

Decart Lucy Edit: Instruction-Guided Text to Video Editing with Dev and Pro Tiers

September 19, 2025

Lucy Edit is Decarts instruction-guided text to video editor. It takes a source clip, follows a natural language prompt, and applies edits while keeping motion

Read More »
Pure white background. Centered black sans serif text reading '50% Off'. No other elements. High resolution.

OpenRouters 50% Off GPT5: Real Costs, RPM Caps, and Clean Benchmarks To Run Right Now

September 17, 2025

OpenRouters 50% off GPT5 promo is live right now. It runs from Sept 17 at 10:00 PST through Sept 24 at 10:00 PST, with a

Read More »
Pure white background. Centered black sans serif text reading Cerebras 20x. No other elements.

Cerebras opens a free 1M tokens per day inference tier and claims ~20x faster than NVIDIA: real benchmarks, model limits, and why ui2 matters

September 17, 2025

Cerebras just made inference cheap to try and fast to ship. The company opened its Inference API with a free tier of 1 million tokens

Read More »
Pure white background. Centered black sans serif text reading 'Incentives Win'. No other elements.

Replit Agent 3 vs Open Source: Autonomy Is Real, But Incentives Decide

September 17, 2025

Replit Agent 3 is a serious autonomous coding agent. It can plan, code, test, fix, and deploy without you babysitting. The headline features are real:

Read More »
Pure white background. Centered large black sans serif text that reads 'MiniMax 1.5'. No other elements. High contrast. Tight kerning. Even margins.

MiniMax Music 1.5: Near SOTA AI Music For ~3 A Song On Fal.ai

September 17, 2025

MiniMax Music 1.5 is live on Fal.ai at roughly three cents per song, and its good enough to ship for a lot of projects. You

Read More »
pure white background with black sans serif text 'Lens Pipeline'

Technical Deep Dive: Google Lens Style Ideas — Object Detection, Retrieval Pipeline & UX Signals

September 17, 2025

Google Lens Style Ideas appears in more places these days. Point your camera at a piece of clothing in a photo, and it pulls up

Read More »
Pure white background. Centered black sans serif text reading 'Sculpt to Video'. No other elements. High contrast. Crisp edges.

Kreas Realtime Sculptad‑Video: Lowad‑Latency Demos, Personal Style Training, and What Itb4s Good For

September 17, 2025

Krea AI posted realtime sculptad‑to‑video demos that show interactive video generation with minimal wait. The company is calling it the first lowad‑latency sculptad‑to‑video flow. The

Read More »
Pure white background. Centered black sans serif text reads 'FastVLM'. No other elements.

Apple FastVLM and MobileCLIP2: On-device VLMs with WebGPU, small encoders, and an 85x claim

September 17, 2025

Apple put two useful building blocks on the table for on-device vision and vision-language: FastVLM and MobileCLIP2. Both are on Hugging Face, both target low

Read More »
Pure white background. Centered black sans serif text reading Lucy-14B. No other elements. High contrast. Ample white space. Even lighting. Flat composition.

Lucy‑14B on Fal.ai: Ultra-Fast Image→Video For Drafts, Not Finals

September 17, 2025

Lucy‑14B is a single‑image to video model on Fal.ai built for speed. It takes one image, a short text prompt, and returns a roughly 10‑second

Read More »
Veo 3 text, 'Veo 3', printed in black sans serif font on a pure white background

Google Veo 3 Goes General Availability: Vertical Videos, 1080p, and Price Cuts Make AI Generation Practical test

September 17, 2025

Google just made Veo 3 and Veo 3 Fast generally available. These video generation models now run on Vertex AI and the Gemini API. The

Read More »
The text BURN THE BOATS printed in bold black sans serif font on a pure white background

OpenAI Burns the Boats: The $334 Billion Machine That Targets Anthropic

September 17, 2025

OpenAI just made a bold move against their own API business. Last week, they dropped GPT-5 at $10 per million tokensnearly 10x cheaper than Anthropic’s

Read More »
The words 'LOSSY ENCYCLOPEDIA' printed in black sans serif font on a pure white background

LLMs as a Lossy Encyclopedia: Why Specific Technical Tasks Fail and How to Fix It

September 17, 2025

Simon Willison just dropped a new analogy for large language models that actually makes sense: LLMs are lossy encyclopedias. They compress massive amounts of information,

Read More »
Pure white background. Centered black sans serif text reading 'AI Glasses'. No other elements. High contrast. Clean spacing.

AI Glasses Are Built-To-Cheat: What The Hardware Can Actually Do

September 17, 2025

AI-native glasses and headsets collapse the full cheating pipeline into a single wearable. Camera in, answer out, all on the test-taker. No fumbling with a

Read More »
A pure white background with centered black sans serif text that reads 'AP2' in large letters. No other elements, icons, lines, or decorations. Balanced margins around the text.

Googles Agent Payments Protocol (AP2): A Practical Primer

September 17, 2025

AP2 is the Agent Payments Protocol from Google, built with partners like PayPal, Coinbase, and Mastercard. It is an open standard for AI agent payments

Read More »
Pure white background. Centered black sans serif text. Text reads LLM Index v3. No other elements.

State of LLMs: September 16, 2025 — Intelligence Index v3, 80-20-0 Model Picks, and Cost-to-Run Reality

September 16, 2025

Heres the state of LLMs today: Artificial Analysis Intelligence Index v3.0 is the scoreboard for September. The market sorts into three tiers that actually matter

Read More »
Pure white background. Centered black sans serif text reading 'GPT-5-Codex'. Smaller line beneath reading 'low  medium  high' in black sans serif. No other elements.

OpenAIs seventh Codex is a model: GPT-5-Codex (low/medium/high) lands as the default brain inside Codex

September 16, 2025

OpenAI just shipped another Codex. This time, its the model itself. GPT-5-Codex now powers Codex cloud tasks and code review by default, and you can

Read More »
Pure white background. Centered black sans serif text that reads 'ConfidenceBench'. No other elements. High contrast. Tight kerning.

ConfidenceBench: Calibrating LLM Confidence, Not Just Accuracy

September 15, 2025

ConfidenceBench does one job most LLM benchmarks skip: it measures whether a model knows how sure it should be. The setup is simple and strict.

Read More »
Jake Paul invests, 'JAKE PAUL INVESTS,' printed in black sans serif font on a pure white background

Jake Paul Invests in CognitionIevin AI: Celebrity Backing Fuels $10B AI Coding Startup

September 12, 2025

Jake Paul, known for his boxing career and online presence, co-founded Anti Fund and recently invested in Cognition. This startup created Devin AI, designed to

Read More »
Pure white background with black sans serif text reading 'Mistral €1.7B'

Mistral AI’s €1.7B Funding: Big Money for a Lineup Where Only Small 3.2 Delivers Value

September 12, 2025

Mistral AI just closed a €1.7 billion Series C round. Led by ASML Holding NV with €1.3 billion from them alone, the funding includes heavy

Read More »
Pure white background. Centered black sans serif text reading 'AI News Round-Up'. No other elements. High resolution. Even lighting. Tight crop.

AI News Roundup: LongCats Benchmark Paradox, IconNETs Practical Gains, Veo3 Price Math, Nanoananas Fast Edits, Mistrals Reality Check, Kreas Realtime Demos

September 11, 2025

Frontload: the useful bits. Veo3 price cuts change video unit economics today. IconNET makes voice-driven mobile control more stable by treating icon understanding as a

Read More »
Pure white background with centered black sans serif text reading Qwen3 Next 80B

Qwen3-Next-80B-A3B: Instruct vs Thinking, Cheap But Test Before You Commit

September 11, 2025

Qwen3-Next-80B-A3B arrives in two clear variants built on the same sparse MoE backbone and long-context stack. The Instruct route gives fast, deterministic answers without visible

Read More »
Text reading 'Grok Code Fast 1' in black sans serif font on a pure white background

xAI’s Grok Code Fast 1: I Was Wrong

September 10, 2025

xAI’s new Grok Code Fast 1, codenamed “Sonic,” burst onto the scene in late August 2025 with big promises. It was touted as a fast,

Read More »
CODEX' printed in black sans serif font on a pure white background

OpenAI Codex IDE Extension: When AI Coding Meets Confusing Product Names

September 10, 2025

OpenAI has dropped their Codex IDE extension for VS Code, and it’s actually impressive. Too bad they gave it the same name as four other

Read More »
pure white background with black sans serif text saying API Standardize

Why Fal.ai Needs a Standardized API Format Like OpenRouter for Image Models

September 10, 2025

Fal.ai does not standardize its API format across image models. Developers cannot hot-swap model IDs without rewriting code for each one. OpenRouter does this right

Read More »
« Previous Page1 Page2 Page3 Page4 Page5 Next »

CONTACT