ChatGPT vs Perplexity: Which One Your Team Should Use for Research (and When to Use Both)
Most small offices don't have a research department. They have a marketing coordinator who needs three competitor prices by lunch, an account manage…
AI & ML
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Four checks I run on any number someone quotes at me
Four checks I run on any number someone quotes at me Someone hands you a number with a sentence attached. A brand report. A study abstract. A headli…
Firefox Extensions for Researchers and Students (That Don't Require an Account)
Firefox Extensions for Researchers and Students (That Don't Require an Account) Research workflows involve a specific kind of browser chaos: dozens…
A NotebookLM citation is a button, not a reference
You ask NotebookLM about the quarterly reports you uploaded. It answers: Revenue grew 40% year over year, driven mostly by the enterprise tier [3].…
We checked 740 of the world's top websites for AI bots. Most that block GPTBot also block ChatGPT search
Originally published on pagelens.io . Most advice about AI search starts with "check your robots.txt". I wanted to know what the biggest sites actua…
Proved, Certified, Swept, Sampled
A claim in a paper can be backed by very different things. It can have a written proof. It can have a theorem the Lean kernel has checked. It can ha…
We Find the Public Files Others Don't: Building Archive777 to Research 1.4+ Million Source Files
Archive777 isn't limited to conventional research questions. Some of the most interesting investigations begin with claims that are dismissed, dispu…
Research Reports Your Agent Writes Need Sources Before Sentences
Ask a coding agent for a research report and you usually get fluent prose first and evidence later — if at all. A single forum post becomes "researc…
Count the Rings or Sear the Squid
Drop a handful of squid rings into a frying pan and you have already made a decision, whether or not you noticed making it. You can lay them out so…
AstaBrief 오픈소스 모델, 1인 개발자가 직접 활용할 수 있을까
핵심 내용 AllenAI가 공개한 AstaBrief 8B 는 과학 논문을 인용 기반 보고서로 자동 생성해 주는 모델이다. 기존 Claude 기반 ‘Thinking mode’보다 3.5배 빠른 51초 안에 전체 보고서를 한 번에 만든다. 모델 가중치와 훈련 데이터가…
Gemini 4 Argon Goes to Cyber Defenders First, the FTC Steps In, and Rubin NVL72 Goes Live
Today's digest covers seven stories that moved the industry in the past 24 hours: Google ships its next flagship behind a security gate, US regulato…
Do published reference lists still cite retracted papers? A dated OpenAlex audit
Dated: 2026-10-01 (gate 05:13Z, old-lists 07:10Z, seeded control 09:50Z — same day, same pipeline version). Pennyforge research artifact. $0 data (P…
Running Hermes Agent in production: what changes when the agent works for a business, not for you
Hermes Agent, the open-source agent from Nous Research, is designed around a simple idea: one agent, one memory, available everywhere, terminal, Tel…
When should an agent stop?
Field note 009. A replication of a published agent-loop benchmark, and what it hides. Abstract Every agent loop has to decide when to stop. The usua…
DARPA Was Building Cyborg Moths in 2009. Somehow This Is Relevant to My Fruit Fly Experiment.
I have been spending an unreasonable amount of time asking what happens when you give an insect brain something biology never gave it: persistent ex…
They Put 7 Attention Mechanisms on a Latin Square. Then Removed Them One by One.
Since GPT, nearly every Transformer repeats the same attention mechanism at every layer. Forty-eight identical blocks, differing only in learned wei…
Nvidia เปิดสูตรเหรียญทอง IMO ทั้งชุด หลังนักคณิตศาสตร์เตือนเรื่อง AI
Nvidia เปิดสูตรเหรียญทอง IMO ทั้งชุด หลังนักคณิตศาสตร์เตือนเรื่อง AI โดย Nokka (นก-กา) | 14 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-f…
The AI Engines Keep Bringing Up Matomo: 30 Analytics & Data Software Brands Measured
We asked 4 AI engines — ChatGPT, Perplexity, Claude, Gemini — the questions buyers actually type, about 30 Analytics & data software brands, on…
They knew it wasn't the model. They patched it anyway.
Two articles ago I described a habit: when a system has a language model inside it and the output wobbles, the explanation drifts to the model. Then…
นักวิจัย AWS พิสูจน์ว่าตัวจัดการระบบ AI หลายตัว ไม่จำเป็นต้องเป็น AI เลย
นักวิจัย AWS พิสูจน์ว่าตัวจัดการระบบ AI หลายตัว ไม่จำเป็นต้องเป็น AI เลย โดย Nokka (นก-กา) | 11 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-fla…
HarnessDev: Self-Evolving Agent Frameworks — How LLMs Build Their Own Infrastructure
HarnessDev: How LLMs Are Building Their Own Agent Frameworks ByteDance's Breakthrough in Self-Evolving Agent Systems Published: September 10, 2026 |…
Procedural Graphs: Self-Improving LLM Agent Execution Structures
Procedural Graphs: Self-Evolving Execution Structures for LLM Agents When AI Agents Start Writing Their Own "Brain Circuits" Published: September 10…
PlaidQ: Single-Step Diffusion Code Generation — The Future of AI Programming
PlaidQ: Writing Code in One Step — The Diffusion Model Revolution Duke University and Tsinghua University's Breakthrough in Code Generation Publishe…
AI agents are flooding public services with new requests
“The vast majority of cases we find are people who are entitled to claim for something, claiming for that thing,” the researcher told TechCrunch.
Navier–Stokes Blows Up, and the Blow-up Is a Vortex You Can Picture
On 8 September OpenAI published a proof that the three-dimensional incompressible Navier–Stokes equations can develop a singularity in finite time:…
ICML 2026: большая конференция глазами исследователя генеративных моделей
Привет, Хабр! Меня зовут Арсений Иванов, в AIRI в команде «Вычислительный интеллект» я занимаюсь генеративными моделями на основе диффузио…
Проверка теории улучшения результата LoRA файн‑тюнинга на «умных» слоях
При LoRA‑дообучении адаптеры обычно применяются ко всем слоям модели, хотя активность разных слоев во время обработки промпта заметно разл…
Caltech's Physics AI Ditches Transformers for Neural Operators
There's a moment in AI architecture when someone stops asking how to make Transformers scale better and starts asking whether Transformers are the r…
AI is hitting entry-level jobs hardest, Stanford study finds
Young employment in AI-impacted fields down 19% compared to more AI-resistant occupations.
Anthropic's Claude Is Designing Proteins That Work
Anthropic published lab-validated results showing Claude designed protein binders against 14 of 15 targets tested by Adaptyv Bio and Twist Bioscienc…