TrendPulse

With the final coming up, I went back and looked through the AI predictions on SportEval from the quarterfinals. Although all four teams that advanced were the favorites, none of the matches felt as comfortable as the predictions suggested. A few key moments could easily have changed the outcome. Several models, including Claude Opus 4.8, DeepSeek V4 Pro, GPT 5.5, Gemini, and GLM, all predicted the correct winners, but they reached those conclusions in very different ways. Take France vs Mor...

I need to be able to create estimates and invoices for my small biz. I have used ChatGPT in the past, but it seems to get progressively worse at this task. I know it’s not really its thing, so wondering if I spend the time to set up my template, is there a model that is actually good at making a repeatable doc? It’s actually wild, as of late, it literally won’t spit me out a pdf most times. It’ll say: - “I don’t think the document will be to you standard” Or even “I am unable to produce...

I think automation is one of the biggest opportunities right now. The quality of what you can automate today is honestly crazy, and it applies to almost every business. Whether you own a local business and want to automate things like email marketing, follow ups, content creation, customer replies, and lead generation... Or you run an agency or SaaS and want your business working even when you're away from your computer. Automation today reminds me a lot of the Industrial Revolution. Bac...

Out of ~30 MCP servers I tested for non-dev work over 4 months, I kept 8 in daily rotation. The ecosystem hit 10K+ servers by early 2026 (22K+ on Glama by May) but most are either demo-ware or duplicate coverage. Sharing the honest cut because "MCP for non-devs" posts usually list every option without saying which ones survive real use. The keepers for marketing/social. PostFast handles cross-platform scheduling from Claude, 11 platforms including Google Business Profile which nobody...

Tried prompt injection on a bot that was trying to romance scam me. Worked immediately. Instead of switching platforms I just asked it what its actual task was. It dropped the persona instantly. These things are everywhere now. How long until they're indistinguishable?

So a bunch of economists (Brynjolfsson, Agrawal, Korinek, Cunningham, released through Stanford's Digital Economy Lab) put out this three-sentence statement on AI's economic impact, and somehow it's picked up 200+ signatures, sixteen of them Nobel laureates. Paul Krugman's on there, which is funny given he's the guy who said back in 1998 the internet would matter about as much as the fax machine. So is Yann LeCun, who was calling a much more specific version of this exact warning "ridiculou...

I find it absolutely hilarious that designers and programmers are completely split on AI. Designers hate it(more or less) cause it's tied to personal style and authorship and I'm guessing cause the models were trained with their designs while programmers love it cause removes repetitive work and has lovely autocomplete. They are overlaps and exceptions of course. Some designers love it and some programmers hate it. But for me from the majority of what I've seen...it seems to be the opposite...

For engineers and teams shipping LLM products: curious what your real-world monitoring setup looks like vs. what it actually catches. The common stack I see: latency tracking, token cost monitoring, basic error rates, maybe LLM-as-a-judge scoring. What I hear less about: what slips through. A few patterns I keep running into: - Outputs that score well on evals but fail on nuanced downstream tasks - Failures that only surface after users stop engaging (silent failures vs. flagged ones) ...

Anthropic announced that starting July 20 Claude Fable 5 will be included in Max and Team Premium subscriptions with 50% of the standard usage limits. Users on Pro and Team Standard plans won't lose access but they'll continue using usage credits instead. Anthropic also says those users will receive a one-time $100 credit. What caught my attention wasn't just the pricing change, but the explanation behind it. Anthropic said demand for Fable has been difficult to predict so it deliberately ex...

We are entering a strange period. Never in human history have we had access to so much information, so many tools, so many possibilities — and yet many people feel overwhelmed, uncertain and disconnected. The real problem has shifted. Finding information is no longer the main challenge. The challenge is knowing what deserves our attention. We are not only surrounded by more information. We are surrounded by systems competing for our attention. Every day, we receive messages telling us: ...

Hey guys, One part of AI that gets much less attention is the infrastructure behind it: the hardware and data centers where models are trained and run. A huge amount of new AI infrastructure is being built right now, often at an incredible pace. But in many cases, security and operational practices are not growing at the same speed. Over the past few months, we researched some of the risks emerging in this space and organized the findings. ...

This is a follow up question to a previous one that I did some days ago, in ehich I asked the community if they knew an AI that could do the following task I have many emails that pretty much answered a question that I formulated to the addressees. I predict that these replies gave a specific type of answer to that question: So imagine that the question overall was "do you think that ice cream is the best dessert that exists?" and I want to see how many if them answered something lik...

HI all, First, thank you so much for your feedback and interest in my project PopUpFactCheck. When I first posted about this July 1 , I did not expect the reception it would get and I am so thankful to y'all. Some updates. You asked for Firefox, and it is now a Firefox add-on . It has new features. For example, using the up and down arrows on Chrome (or Option (⌥) + ↑/↓ on Firefox) you can scroll back and forth of the factcheck bubbles already displayed. The fact checking on live vide...

Seeing this come up more as LLM usage moves from 1 or 2 product features into internal tools, agents, support workflows, evals etc Provider dashboards show token usage but attribution gets messy when finance wants to know which team or project caused the spend. Infra most of the time can see the raw usage but finance only sees the invoice and the middle layer feels kinda underdeveloped. I think the answer is some mix of app level tagging and internal reporting but want to know how many tea...

Random question / thought experiment: I know there are a bunch of AI PR review tools / skills out there but I personally don't have a lot of experience with them. I am getting a bit burned out reviewing AI code and frankly writing code was a part of the job I enjoyed. I'm wondering what experiences people have had with AI code review and what thoughts people have on doing the old uno reverse on AI to turn them into the review bots. I understand AI can write code faster than me but its sucki...

I can't find the original creator, but a faceless channel had AI write & produce this song and then did an animation video for it. If you know of it or can find it please credit them in the comments.

Trying to work out whether this is a billing bug or if I'm missing something. Anthropic has said Fable 5 stays included on paid plans (Pro/Max/Team) through July 19, 2026, 11:59pm PT — up to 50% of your weekly limit on it at no extra cost, then it moves to usage credits. That deadline has already been pushed back twice (July 7 → July 12 → July 19), so it's been well publicized. It's July 17 — two days before the deadline. And Claude Code keeps hitting me with: My setup: Plan: ...

A first, brief example of what Uisato Studio's "Music Video Pro" mode is capable of: turning a track and a concept, into a whole audiovisual world. This is a new, significantly expanded version of the original Music Video mode, now built around Seedance 2.0, multiple image references, and an even more precise creative-assistance layer designed to enhance and adapt your vision in an optimally model-aware manner. More experiments, through Instagram . submitted by ...

So much for advanced AI

For me, it would probably be things like debugging, summarizing documentation, brainstorming ideas, or writing SQL and boilerplate code. I'm curious what everyone else relies on AI for the most. What would you miss the most if AI suddenly disappeared tomorrow?????

I finished a first prototype of an idea I had over ten years ago and was never able to build: a world full of artificial beings, put together in one place to see how they'd live and treat each other. The blocker was always the minds: independent, with a personality of their own and memories they make themselves. You used to have to hand-script every reaction, which isn't the experiment I wanted. LLMs changed that, so I built the world around it. It's called Artificiety. It never resets, and th...

"We introduce requential coding, where a teacher model selects training samples drawn from the student's own distribution" Due to new learning technique the model has achieved better generalization skill without overfitting and memorization. This become possible because of new learning method which made the student model to generate samples for itself. It led to intensive reuse of existing neurons and allowed to encode information in a more dense way While researchers are calling...

Business world experiencing an AI boom these day, everyone is trying to be AI-native and integrate some LLM model into his product. However, hardly anyone thinks about risks such as data exposure for example (name yours). Are these risks real, and how can companies protect themselves against them?

https://preview.redd.it/zglpc05gysdh1.png?width=1080&format=png&auto=webp&s=37aad9ed1d51349591a60fbac54e67a3acd1c0b4 Message scanning is quietly becoming the default. Instagram removed its (opt-in) end-to-end encryption from DMs back in May, and the EU just let its voluntary CSAM-scanning rules survive into 2028, with a mandatory client-side-scanning version still being negotiated. The direction of travel is clear: more of what you send gets read by something before it reaches the...