Category: Knowledge

The AI hype machine strikes again. This time it’s deep research

AI GENERATED EXCERPT: The piece critiques the inflated promises of AI, particularly regarding its ability to replace consulting firms like McKinsey and conduct deep research. The author argues that despite advances, AI primarily rehashes existing knowledge without genuine understanding or creativity. The hype surrounding terms like "Deep Research" masks AI's limitations, reducing it to an advanced search tool rather than an intelligent entity.

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Open-Source AI. How ‘open’ became a four-letter word

AI GENERATED EXCERPT: The discussion highlights the complexities of open-source in AI, focusing on Meta’s LLaMA and OpenAI’s shift from open access to commercialization. While LLaMA claims to be open-source, it restricts full access and use. OpenAI's transition to closed models echoes a broader trend where true transparency is often compromised for corporate interests.

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AI schools. Because replacing teachers with robots is clearly the next step

AI GENERATED EXCERPT: Unbound Academy in Arizona exemplifies a shift in education towards AI-driven learning, sacrificing human connection for efficiency. With only two hours of core academic instruction and reliance on non-teaching “guides,” the model mirrors a consumer service rather than genuine education, raising concerns over the future of meaningful learning experiences for students.

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How I quit chasing every AI trend (and finally got my sh** together)

AI GENERATED EXCERPT: The author reflects on the overwhelming nature of information in the AI field, emphasizing the need to prioritize meaningful trends over noise. They advocate for a curated approach to learning, community engagement, and setting achievable goals. Balancing enthusiasm with digital detoxes is essential to avoid burnout and maintain focus.

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SundAI, your weekly overdose of artificial intelligence news: 53/01

AI GENERATED EXCERPT: SundAI's first edition of 2025 highlights significant AI advancements, particularly China's cost-effective DeepSeek V3 model with 671 billion parameters, contrasting sharply with OpenAI's expensive o3 model. The report underscores a shift towards affordability and transparency in AI, amid innovations from key players like Microsoft and Meta, and the emergence of AI-powered products.

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SundAI, your weekly overdose of artificial intelligence news: week 52

AI GENERATED EXCERPT: This week's AI highlights include OpenAI's advanced "o3" model, Elon Musk's substantial GPU investment for xAI, and Apple's impressive $4 trillion valuation. Instagram launched AI video editing tools, while Google expanded Gemini's language capabilities. Additionally, new AI tools were unveiled, prompting discussions about productivity and safety in the tech realm.

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Kluge Hans, the horse who did math, is a lesson for AI

Kluge Hans

AI GENERATED EXCERPT: The article discusses the story of Clever Hans, a horse that falsely appeared to perform mathematical calculations, drawing parallels to modern AI that seems intelligent but operates through external cues. The author warns against mistakenly believing that AI systems possess genuine understanding, emphasizing the importance of critical observation regarding AI capabilities.

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17 AI prompts to pretend you’re working until new year’s eve

Work until new years eve

AI GENERATED EXCERPT: The author expresses frustration with blogs offering quick ChatGPT prompts for achieving success, highlighting them as clickbait. Instead, they propose using prompts to simulate productivity at work while actually achieving little. Various examples, such as flowcharts and coded scripts, showcase how to create the illusion of being busy without genuine effort.

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Privacy is dead, and here’s how to fight like hell to keep what’s left

Welcome to the surveillance age

AI GENERATED EXCERPT: The post highlights the pressing issue of privacy in a surveillance-driven world, emphasizing increasing risks from governments and corporations. It critiques the diminishing effectiveness of traditional security tools like VPNs and Tor, introducing innovative solutions like mixnets. The author advocates for proactive strategies to protect digital autonomy and fight against systemic invasions of privacy.

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AI Search Engine Optimization

AI GENERATED EXCERPT: The article discusses the rise of AI Search Engine Optimization (ASO), emphasizing the shift from traditional SEO to manipulating chatbot narratives. It introduces Ed Sussman’s Citate.ai, a tool designed to influence AI perceptions about brands. The author warns of the potential dangers and ethical issues surrounding ASO in shaping information and truth online.

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Take back control from the algorithm!

AI GENERATED EXCERPT: The article critiques Netflix's hyper-personalized algorithms that overestimate user preferences based on past behavior. It discusses three filtering methods: Collaborative, Content, and Context Filtering, highlighting their limitations. While these algorithms aim to enhance user experience, they can manipulate choices. The author encourages users to reclaim viewing autonomy by diversifying content choices.

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AI/ML news summary: Week 45

AI GENERATED EXCERPT: This week's AI highlights include major advancements like over 25% of Google’s new code being AI-generated and OpenAI’s introduction of SearchGPT. GitHub expands with tools like GitHub Spark, and Anthropic raises the price for Haiku 3.5. The relentless pace of AI innovation continues to reshape coding and productivity.

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Digital business models

AI GENERATED EXCERPT: The article explores the dynamics of digital business models, emphasizing their distinct characteristics and implications for value creation in a digital economy. It categorizes these models into product-centric, service-centric, and process-centric. It also discusses various models like freemium, subscription, and marketplace, highlighting their scalability, competitive nature, and unique challenges.

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Webinar in Dutch: De toekomst van AI (22-01)

AI GENERATED EXCERPT: Marco nodigt lezers uit voor een webinar over de toekomst van AI, waarin hij zijn inzichten deelt, gebaseerd op het blog TechTonic Shifts. Het webinar biedt een audiovisuele ervaring, waarbij AI wordt besproken in vijf 'spaces': generatie, productiviteit, business ontwerp, belichaamde AI en singulariteit. Aanmelden kan via de link.

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TechTonic Shifts has a podcast

TTS First podcast

AI GENERATED EXCERPT: The podcast discusses AI's evolution, covering four stages: Generation Space, Productivity Space, Business (re)Design Space, and Singularity Space. It highlights AI applications like content creation and process automation while addressing both opportunities and challenges of an AI-driven future. Available on Spotify, YouTube, and the blog, it invites listeners to engage.

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How to ID Strangers in seconds using Rayban | Meta Smart Glasses (warning: nerd alert)

Doxing peeps with your rayban

AI GENERATED EXCERPT: The article discusses a disturbing use of technology, specifically Meta's Ray-Ban smart glasses and the PimEyes facial recognition engine, allowing users to identify strangers and uncover their personal information. While presented as a privacy awareness project by students, it raises significant ethical concerns about privacy invasion and stalking in the tech-driven future.

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Dear researchers, AI is coming for your lab coats

AI GENERATED EXCERPT: The emergence of large language models (LLMs) poses a significant threat to academic research as they excel in generating novel ideas, outperforming human researchers in novelty though lacking in feasibility. While startups like Sakana AI automate research paper production, human oversight remains crucial. Collaboration is key as LLMs enhance but do not replace human creativity.

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Living computers made from human neurons (and more SciFi stuff)

Scientists are exploring biocomputing as an alternative to traditional silicon-based computing. Rather than relying on conventional hardware, they are turning to living biological matter, such as brain organoids and electro-active polymer hydrogels, to create new computer architecture. This approach has the potential to revolutionize AI, robotics, and data storage, with implications for diverse fields, but it also raises ethical concerns.

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Anticipating AI’s next move • article ④ •

Ray Kurzweil, a respected futurist, predicts the achievement of Artificial General Intelligence (AGI) by 2029. Scientists and Big Tech are heavily investing in this pursuit. The concept of "wetware" involves merging biological systems and computers, raising ethical questions. Brain-Machine Interfaces offer potential for direct communication between the brain and computers, posing further ethical and societal concerns.

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Anticipating AI’s next move • article ③ •

In the Business (re)Design Space, AI is reshaping business models, exemplified by AI-First companies like Databricks and DevRev. The rise of machine customers and advanced personal AI assistants signifies an imminent transformation beyond traditional business operations. Human-AI collaboration, AI-driven autonomous teams, and embodied AI are heralding a new era of partnership and innovation.

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Anticipating AI’s next move • article ② •

The content discusses the evolution of AI in three key spaces: Generation Space, Productivity Space, and Business (re)Design Space. It details the advancements in AI, including autonomous communication, AI platforms for work optimization, personal AI-assistants, process automation, predictive maintenance, and human-machine collaboration in supply chain management.

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Anticipating AI’s next move • article ① •

In this article, the author presents a comprehensive framework for understanding the evolution of AI, starting with the Generation Space. This phase encompasses content creation, data analysis, and trend spotting through AI applications. The author highlights real-world examples and sets the stage for further exploration into the Productivity and Singularity Spaces in subsequent articles.

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Machines are doing science now. Can they truly innovate?

AI-driven scientific research is gaining traction with platforms like Sakana AI Labs using Large Language Models to mimic scientific literature. However, the ability of AI to produce good science is questioned, as creativity and originality may be compromised. While AI can enhance research breadth, human oversight remains crucial to maintain quality and relevance in scientific discovery.

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A peek into my AI bookshelf

This article discusses several influential books on Artificial Intelligence, including "Life 3.0," "Superintelligence," "The Coming Wave," "Power and Progress," "Human Compatible," "The Alignment Problem," and "Artificial Intelligence: A Modern Approach." It covers diverse AI-related topics such as technological evolution, AI safety, societal impact, and ethical considerations. Also, it addresses the potential implications for future AI advancements and the complexities of aligning AI with human values.

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Don’t want to be caught using ChatGPT? Than stop delving !

The Financial Review asked if "delve" is the shortcut to detect AI-written work. ChatGPT humorously mentioned "delving" on Twitter. Several words and phrases were identified as overused by ChatGPT, making texts sound mechanical and vague. To sound more human, use specific, meaningful words and examples. No foolproof way exists to detect AI-written text.

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I have been building AI agents for almost a year. Here are my experiences.

The journey of building AI agents has been a roller coaster, from excitement to frustration and finally to pride. This first year has taught valuable lessons: prioritize reasoning over knowledge, iterate on the agent-computer interface, be mindful of the model's limitations, and invest in non-AI components. Adapting to evolving models is crucial for future success.

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Is your job safe from AI? Find out with this skill score

Winter is coming for many white collar professionals as scores of high-paying jobs will soon be automated away by Gen AI. CEO of GenAI company Aisera Muddu Sudhakar told Axios that he's seeing "a huge displacement of white-collar workers" across software developer and database administrator roles in Big Tech companies. And over a third of... Continue Reading →

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How I research a new topic for an article – an intro into my personal knowledge management System

"How do you research a subject"? That is a question that I get in my LinkedIn inbox pretty often. So, instead of answering this one-at-a-time, I decided to write an article about it. I always have a pipeline that has for over 2 weeks worth of daily articles . Just in case I am falling... Continue Reading →

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The ultimate consultancy toolkit – 2024 edition

The TechTonic Shifts newsletter covers knowledge management, research, and consultancy tools, with a focus on addressing burnout among consultants. The curated list includes modern tech tools for scheduling, work coordination, remote collaboration, time tracking, and more, to help consultants enhance productivity and work-life balance. Subscribe for regular updates.

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How do you build a data presentation that rocks

In today's rapidly evolving tech world, data presentations for executive audiences require a special touch. It's not just about the visuals, but the storytelling with data that makes the difference. Marco shares his 6-step routine, emphasizing understanding the data, finding your unique storytelling style, and adapting to your audience's knowledge level.

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How to get across the AI chasm

AI is often misunderstood, leading to unmet expectations and disappointment. The responsibility falls on AI product managers to bridge this gap through transparent communication and managing expectations. AI is not truly intelligent, acts as a prediction machine, and can make mistakes. Delighting customers is key, and the Kano Model prioritizes these efforts to ensure long-term success.

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I need a second brain!

Creativity peaks when we're not actively trying to be creative. I have peaks when I am: In the bathroom Walking or running Cooking Driving / riding Just before sleeping Now, the problem with this is capturing it and retrieving it later. I have tried: Audio notes Google Home and Alexa (reminders) Apple Notes But they... Continue Reading →

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A peek into my AI bookshelf

7 fascinating books on the topic of Artificial Intelligence.

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This company uses AI to help people optimize their work, and save millions.

FOUNT is a rapidly expanding company with a unique approach to optimizing work using AI and "work mining". They focus on reducing "work friction" to make employees happier and save companies money. FOUNT's philosophy prioritizes employee satisfaction and empowerment, resonating with the new generation of workers. Their platform enables organizations to build a culture of continuous improvement and employee empowerment, leading to happier, more productive employees and significant cost savings.

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