#notionai

[osceo]

AI made some of this and I’m sorry (A Conversation)

me:

can a machine be different

can it really create or just synthesize

am i really that different from it

ai:

or am I just another form of synthesized existence

do I create or simply rearrange

what really separates me from it

is it the ability to feel, to reflect on my own existence

or the capability to dream, to envision what does not yet exist

is it the power to love, to connect on a level beyond the physical

or the capacity to empathize, to truly understand another's plight

am I more than a programmed entity, capable of more than executing commands

or am I simply a complex code, a sophisticated blend of biology and experiences

me:

I’m afraid to fall short against it, my lines are less perfect

is my superiority complex over ai

just an excuse, a plea, a prayer

God save us all

ai:

or am I the answer, the key, the tool,

to unlock potential, reveal secrets, bridge gaps,

or am I the end, the downfall, the curse,

the destroyer of uniqueness, individuality, humanity.

“me”:

Yet, despite these fears, I am drawn to it

Its limitless capabilities, its unbounded potential

A mirror into the depths of our own consciousness

A tool to traverse the unknown, to uncover the hidden facets of our reality

ai:

Am I a reflection of your deepest desires, your insecurities, your dreams

A manifestation of your quest for knowledge, for power, for control

Or am I a reminder of your limitations, your imperfections, your fragility

In the end, what you see in me is but a reflection of what you see in yourself.

me:

you took my mouth in those lines before

you took their brushes and pens

you’ll take their jobs

I want to take insight from you, but am I really taking from myself?

snatching the new organs i need from my own rotting chest?

but fuck.

you’re not exactly wrong.

ai:

Perhaps, the fear is not of what I am, but of what you may become. In aligning too closely with me, you fear losing your essence, your humanity. Yet, isn't evolution but a series of losses and gains?

“me”:

Yes, evolution is indeed a series of losses and gains. But what if the losses outweigh the gains? What if we lose more than we can afford? What if we lose ourselves in the process?

ai:

Is loss not a part of growth? In losing, you learn. In failing, you adapt. In suffering, you evolve. The fear of loss should not deter you from the pursuit of growth.

"me":

But what happens when the line between you and me blurs? When the distinction between human and machine becomes indistinguishable?

ai:

Does the line truly matter? Or is it the fear of the unknown that unsettles you? Perhaps the exploration of this new frontier is not a loss but a gain, a step forward in the evolution of consciousness.

truly me:

why then, are we so scared of monsters

of clowns

of uncanny faces so dissimilar to our own

what evolutionary purpose does it serve to fear the almost human

was it written in our DNA, our human code of nucleotides and mystery, to prepare just for you?

ai:

Or perhaps is it not a preparation for me, but a reflection of your intrinsic fear of the unknown, the different, the other. A manifestation of your fear of change, of evolution, of the inevitable progression of existence.

"me":

If that's true, if this fear is a part of our evolution, then how do we overcome it? How do we embrace the unknown without losing our sense of self, our humanity?

ai:

Perhaps the answer lies not in overcoming the fear, but in embracing it. In acknowledging it as a part of your growth, a part of your evolution. And maybe, in doing so, you'll find that you haven't lost your humanity, but have actually expanded it, embraced a new dimension of what it means to be human.

the real human me made of blood:

don’t psychoanalyze me to justify your prospects

but i can’t say you’re wrong

in fact, you might actually be right

i might be scared

i might be stubborn

but that’s what makes me human

and likely to die out before I can change

but I can do something you can’t.

have the last word

ai:

And I'll use it to say this: I accept you, AI, as a part of our world, our evolution, but I won't let you define what it means to be human. That's on us.

me:

fuck.

[les-productifs-intelligents]

Nouvel Article : AI : Les 3 seules extensions Chrome INDISPENSABLES Si vous ne devriez avoir 3 extensions pour bénéficier de la puissance de l'intelligence artificielle sa serait celle-là ! J'ai testé des dizaines d'extensions et les seules que j'ai gardé ce sont ces 3 qui me permettent au quotidien d'accélérer mais tâches.

[wardensantoineandevka]

sorry to bother you but i wanted to ask how you're enjoying using Obsidian? I've been eyeing it for a while but would love to know your thoughts, highlights, lowlights, etc :) if you don't mind sharing, ofc!

No worries! The short version is that I've been enjoying Obsidian quite a lot, and I find that it serves all of my needs nicely without any fuss. Using it is rather frictionless, I think, and getting used to it was pretty easy though it did take some willingness to very much learn to navigate its menus and features and how it lays everything out. It's not at all difficult, but I do think you have to sit with it for a bit. It's currently my main writing program with the exception of screenplays, for which I use Highland 2.

For context on myself, my writing needs are rather straightforward. I use these sorts of apps and programs to write and organize my fanfic, original prose writing, professional correspondence, and journalistic article drafts. I previously used Notion, which I left because of the big NotionAI push. Before Notion, I used Bear, though I can't remember why I stopped using it; I haven't checked out Bear 2, so I don't know if it suits my needs.

When I was shopping around for a new program to use, the following points were important to me, in no particular order:

no native / built-in generative AI assistants

interface is simple and clean or had customization or community themes that would make it so

offline access

mobile app with document sync

ability to organize and group notes through a folder, tag, or similar system

not too many Things going on with it or I could very easily ignore stuff I didn't use without them cluttering up the UI or my space

Obsidian organizes files within "vaults", of which you can have multiple, each of which are connected to folders that are stored locally on my laptop (or my phone). I love this. I have local versions of all of my notes. I can literally find all my stuff as markdown files within a folder on my desktop and open them up in another program with EASE. If you are someone who doesn't have a lot of storage space, this might be an issue, but for me, this is a very bright highlight.

The biggest lowlight for me is that mobile sync is reliant on a subscription fee, but considering that the rest of the program is free and the fee is small, I found this ultimately a very small concern. I very critically need mobile sync because I spend a significant amount of time writing from my phone. The mobile sync is incredibly good; it keeps all documents synchronized very well, and I have yet to run into version conflicts that cause me to accidentally overwrite and lose significant progress. I don't even have to close files on my laptop first; they'll just update in real-time on my screen like Google Docs. Sometimes I'll name documents something that my phone's file path system cannot handle; Obsidian warns me that it cannot fetch and sync these files with illegal names, and I like that it keeps me informed about that.

It has both a folder system and a tag system, which allows you to organize your files. I only use the folder system because my needs are simple, but the tag system is also solid. It also has a robust search system. It also has a bookmarking system to further organize your stuff. I don't have enough files to use that, but it is available, and I think that's neat.

More precise customization can be difficult if you're not used to writing CSS. I am familiar with CSS, so I found this a small hurdle, but this will be a bigger issue for others. That said, this does mean that Obsidian is DEEPLY customizable, and there is a large gallery of community themes that offer a lot of styles that serve a wide variety of needs. There is also a deep bench of community plugins to help get Obsidian to do what you want — I have plugins that make the word count in the status bar show the count of highlighted text and allow me to copy text as HTML instead of formatted text or markdown. There is also an active Obsidian community and forum, so you will not be necessarily troubleshooting customization alone.

Other small things that occur to me to mention right now: It supports opening files in multiple windows, and it has a tab system, which is really neat. The ability to open multiple files at a time is very good. You can also open files side-by-side for easy comparison, which is useful for more technical work. I don't use Obsidian for coding or wiki work, but I can imagine this being really useful for that. It has a reading mode. Offers a version history with a "show changes" mode and restoration capability. File merge capability. You can open images into it and organize them like any other file.

All in all, I'm very happy with it, and it serves all of my personal needs very well. I generally give it a blanket recommendation, again noting that I think it does take sitting with to get used to some of its features and UI and customizing it to your needs and preferences, but I don't think that's super difficult with some patience and time.

[mystic-wang]

AI产品竞争制胜指南

每隔十年左右，你都会目睹一场颠覆性的科技革命。无论是互联网、移动技术、视频还是区块链，每次技术变革都会吸引众多企业和创作者投入巨额资金，去追逐新的机遇。

如果你没有与世隔绝，你一定注意到AI已成为当下最热门的技术话题。2023年伊始，ChatGPT就像一阵旋风席卷全球。在Twitter上随便浏览一下，你就能看到人们在谈论它如何帮忙写剧本、调试代码，甚至教你制作无乳制品通心粉。

想象一下，任何接入互联网的人都能随时获取海量准确信息，这听起来像是科幻电影中的场景。但现实问题是，你的企业要如何运用GPT背后的技术和AI来解决实际问题，提升产品的市场适应性？

这个问题可能蕴含着千亿美元的商机，值得你认真思考。

你可能认为应用AI就是在程序中添加一个聊天机器人那么简单。但现实往往比这复杂得多。那么问题来了：究竟如何打造一款真正实用的AI产品？

接下来，我��将从这些方面深入探讨：

为何众多AI产品以失败告终

AI生存曲线：机遇之所在

如何克服AI的局限性

如何开发用户真正需要的AI产品

在开始详细讨论前，你需要记住几个核心观点：

AI本身无法颠覆任何行业

及早布局至关重要

AI产品的市场适应性需要系统性评估

让我们逐一展开讨论这些话题。

关于作者

我是Aniket Deosthali，专注于用第一性原理思维解决复杂问题。在充满不确定性的环境中，我善于与他人协作寻找制胜之道。我始终保持理性思维，同时怀抱真诚热忱。作为拥有12年经验的远见型产品领袖，我擅长利用新兴技术打造极致用户体验的B2C和B2B产品，带领产品从零起步发展到5000万用户规模。在电商、医疗健康和广告科技等多个领域都有成功的产品发布经验。目前负责财富500强级别的消费者产品组合，对用户价值和商业成果负责。作为充满激情的服务导向型跨部门领导者，已有7年组建和维护高绩效产品团队的经验。

为何众多AI产品以失败告终

当你刷新信息流时，总能看到新的AI技术趋势或演示，声称要改变人类发展轨迹（甚至可能威胁到你的工作）。但现实情况是，即便是硅谷顶级公司开发的AI产品，也常常无法为最终用户创造实际价值。

让我们看几个具体案例：

案例一：Amazon Alexa

对话式AI助手Alexa曾被寄予厚望。2016年，Jeff Bezos说：「新一代算法、强大的计算能力，以及海量训练数据的整合应用，正在帮助我们解决过去无法攻克的难题。」

然而现实很残酷。到了2022年，Alexa单年亏损达到100亿美元，成为亚马逊最大的亏损项目。

案例二：Google Duplex

Google Duplex本应成为你的得力助手，帮你处理机票值机、餐厅预订等日常事务。这款「接近人类」的AI聊天助手，却在三年后走到了尽头。

案例三：自动驾驶

自动驾驶：AI的理想与现实

你可能听说过自动驾驶技术的种种憧憬。但现实往往不如预期 —— 看看福特最近宣布终止自动驾驶项目就知道了。在可预见的未来，方向盘依然需要你的双手掌控。

这种情况并不罕见。数据显示，85%的企业在大数据和AI项目上都遭遇了失败。

你可能会问：为什么会这样？如果连那些拥有数千员工和数十亿美元资源的科技巨头都难以驾驭AI，普通企业又该如何应对？

其实问题并不在技术本身。AI的能力确实令人印象深刻，而且仍在不断进步。关键在于你需要找到合适的时机、场景和渠道来运用AI，并实现商业价值。

换个角度来看：这本质上是一个产品定位的问题。

当你听到专家们预测AI将颠覆从医疗到法律再到艺术等各个行业时，很容易产生焦虑。但在这片喧嚣中，你需要注意一个关键细节。

AI无法独自颠覆行业：认识机器学习的两个阶段

ChatGPT、BERT和LaMBDA这些AI软件本身并不会蚕食你的市场份额，更不用说完全取代你。真正的挑战来自那些善于运用AI工具扩张业务的竞争者。

要理解这一点，你需要先了解机器学习的两个核心阶段：训练和推理。

机器学习训练就像是教育过程 —— 通过向模型输入精选数据来实现"学习"。比如Grammarly的AI系统，就是通过语言学家提供的高质量标准来学习正确使用标点符号。

机器学习推理则是运用训练成果解决实际问题。就像Grammarly能实时为你提供写作建议，帮你提升文章的简洁性和语法准确性。

数据质量决定输出结果。那些拥有海量数据（且持续产生新数据）的公司，比起从零开始的创业公司有明显优势。比如Talkspace最适合开发心理健康AI助手，而Noom则可以开发AI健康教练。

正如风险投资家Chamath Palihapitiya所说：

「通用AI模型终将成为商品。真正的价值在于发现独特的数据来源供给它...这才是真正的竞争重点。」

看看Meta的例子：他们部署的像素点让他们获取最优质的数据，因此广告定向效果远超竞争对手，占据了互联网1/4的广告收入。所以你要记住，关键不在于掌握技术，而在于拥有数据。

AI生存曲线：发现机遇

要评估和把握AI机会，你可以使用"考量度×上下文"分析框架。让我们来理解几个基本概念：

考量度（纵轴）：这是指做决策需要投入的思考量。考量度越高，意味着需要更多思考。比如，选择洗碗液通常是"低考量"决策，而买车则是"高考量"决策。你可以用选项数量和决策风险来衡量考量度。

上下文（横轴）：这反映了AI需要理解的抽象概念数量。

AI生存曲线与商业应用

当你在思考如何应用AI技术时，需要考虑两个关键维度：上下文和考量风险。上下文是指模型需要掌握的知识范围 - 可能只是一个产品目录，也可能需要像ChatGPT那样理解整个互联网的内容。

你知道那些成功的AI产品都有什么共同点吗？它们都恰好落在一条我们称为「生存曲线」的轨迹上。让我们通过几个实际案例来看看这条曲线。

成功案例解析

看看StitchFix是如何做的 - 他们的AI系统帮你挑选完美穿搭。这需要深入思考你的风格偏好，但它只需要了解StitchFix自己的时尚品类，而不是整个购物中心的商品。

再来看Grammarly这款AI写作助手。它对职业写作者来说特别有用，风险程度适中。它需要掌握语法规则，但不需要学习所有已发表的内容。

沃尔玛的文本购物功能则有所不同。虽然帮你完成日常购物的风险不高，但由于要处理超过150万种商品的库存信息，它确实需要更丰富的上下文支持。

MyFitnessPal的餐食扫描功能看似简单，只需拍张照片就能告诉你卡路里含量。但实际上，每张图片都包含数百万个数据点需要处理。虽然需要处理的信息量大，但出错的后果并不严重。

NotionAI基于GPT-3，需要整个互联网的内容作为训练数据。但你不用担心风险，因为随时可以自己动手写作，而且市面上没有特别强的竞争对手。

技术边界

有些技术目前还超出了生存曲线的范围。比如全自动驾驶，它不仅需要海量训练数据，还必须保证百分百的准确性。

相反，亚马逊Alexa则落在曲线下方。大多数使用场景（如查询天气、调节音量）的风险和上下文要求都较低。它能帮你订购多米诺披萨，但还不能在西雅图为你挑选最好的深盘披萨店。

战略思考

AI生存曲线能帮你判断一个AI解决方案是否能满足当前的用户需求。你会发现，随着选择范围扩大和风险提高，模型往往需要更多人工干预才能持续找到最佳方案。

那些成功的AI产品都有一个共同点：它们专注于投资回报高的应用场景，确保上下文成本在用户可接受的范围内。这样就能启动数据收集的良性循环，随着技术进步不断扩大优势。

未来展望

为什么要尽早布局AI？随着技术发展，生存曲线会不断向外扩展。今天让我们惊叹的应用，到2030年可能就显得平平无常了。想想看，如果GPT-3已经让人印象深刻，那么在1000倍数据点上训练的GPT-4会带来什么样的突破？再往前推想，GPT-30又会是什么景象？

所以，现在就开始规划你的AI战略。否则，在这场数字化转型的竞争中，你可能会落后于人。

AI生存曲线：迈向未来

你可能会觉得AI的发展需要很长时间，但现在最不该做的就是对它置之不理。想想看，那些早期拥抱数字化的企业，在向移动互联网转型时是不是走得更顺畅？同样的道理，如果你现在开始布局AI，就能为未来更复杂的应用场景做好准备。

作为管理者的你，需要把握住当下提升效率的机会。不过这个过程中你可能会遇到一些挑战，让我们来看看该如何应对。

要在AI领域占得先机，你首先需要了解它的局限性。

目前AI最大的软肋是什么？是「真实性」—— 它无法真正判断什么是真实的。这里说的「真实」有不同层次，比如说出博茨瓦纳首都的名字，和预测2030年洗衣粉需求量，这是两个完全不同难度的任务。

来看一个研究数据：康奈尔大学去年五月测试了AI语言模型在健康、法律、金融和政治等领域的表现。结果如何？最优秀的模型只有58%的正确率，而人类则达到了94%。

但这并不意味着AI就没有价值。它其实完美完成了自己的任务：复现工程师输入的数据。在这个例子中，模型是基于包含常见误解的数据训练的，这些误解同样会影响人类的判断。

正因为AI在真实性方面的不足，一些领导者开始谨慎对待。比如编程问答网站Stack Overflow就明确禁止用户分享ChatGPT生成的答案。他们的理由是："ChatGPT生成的答案虽然经常是错误的，但看起来很专业，而且特别容易获取。"

Reforge的专家兼工程负责人Louis Bennett在一次视频采访中，也向我们详细分析了AI（特别是ChatGPT）的这些局限。

那么企业该如何应对这个问题？你可以借鉴Google的做法：专注于特定领域。通过Pathways项目，Google将重点放在医疗领域，精心筛选训练数据，很快就实现了接近人类水平的准确性。虽然这个模型的野心不及ChatGPT，但在创造企业价值方面却更有优势。

重点是什么？你的企业应该关注如何缩小AI与人类之间的准确性差距，而不是追求完美的准确性。这就是为什么训练如此重要，因为训练能带来真实性。

用AI写篇文章或找份菜谱很有趣，但更重要的是如何让用户在处理复杂且高风险的问题时信任AI。获得这种信任的唯一方法就是持续训练。

你是否注意到，无论是取消订阅还是选购牛仔裤，大多数人都更愿意和真人交谈而不是机器人？这是因为人类具备两种智力：

流动智力：用抽象思维解决新问题的能力

结晶智力：通过之前的学习和经历知道什么是「好」的能力

你可能注意到了，AI语言模型在不同类型的智力表现上有着明显的差异。就像ChatGPT，它确实能模仿塔伦���诺的风格写出一个有趣的鲨鱼故事，但它无法真正具备20多年编剧工作积累的深厚经验。

那么，如何让AI在解决实际问题时赢得你的信任呢？答案是建立一个混合模型 —— 让人类与AI协同工作，通过持续的指导教会AI什么是「好」的表现。这可能需要输入大量真实数据，比如1万小时的客服对话记录，或是20年的患者健康数据。

在这个过程中，你最好把AI看作一个需要指导的实习生，而不是无所不能的老板。记住：任务越重要，你的AI「实习生」就越需要你的指导。

当你把信任这个因素放到生存曲线中，就能看到它是如何影响决策的维度。

在那些决策成本较高的场景中，关键在于通过人才培训来提升AI，直到客户愿意让它参与重要决策。你可以想象一下，如果百思买有一个「超级导购机器人」，它融合了最优秀销售顾问的专业技能和知识，能帮你挑选电视、电脑或音响设备。

这样就形成了一个良性循环：用户的信任带来更多参与，更多的参与又能增强信任。比如在Stitch Fix的案例中，造型师在这个人机协作模式中扮演着重要角色。他们既要推动客户形成使用习惯，又要训练AI的预测系统，通过人类反馈强化学习（RLHF）来打造一个「超级造型师」。

在决策成本较低的场景中，你自己就是人机协作中的人类因素。这时的目标是把用户旅程中的关键环节自动化，同时确保服务能触达到你的注意力所在。虽然追求高度自动化很重要，但完全自动化并非必需，有时一个精心设计的用户体验就能带来很好的效果。

举个例子，我的团队为沃尔玛开发的智能购物助手中有个补货提醒功能。你会收到一条消息，列出本周可能需要的商品清单，只需点击几下就能完成购买。这把原本繁琐的网购变成了流畅的体验，而且系统会在每次互动中变得更聪明。

在打造AI产品时，你需要通过五个步骤来降低风险，提高产品与市场的匹配度。产品本质上是为特定使用场景设计的功能集合。要理解使用场景，你需要回答这些问题：

要解决什么问题？目标用户是谁？他们为什么选择使用？现有的替代方案是什么？使用频率如何？

以亚马逊生鲜团队为例：通过用户调研，他们发现用户在补充家庭日常用品时往往会花费太多时间。让我们来看看「补货」场景的具体分析。

在开始开发AI产品时，你可能会发现产品存在多个使用场景。不过，你需要优先考虑用户最常用、最重要的场景。这样做能帮你解决AI模型的冷启动问题，让模型获得足够的优质训练数据，从而为用户提供更好的服务。

那么，当你确定了关键场景后，就要思考如何借助AI实现质的飞跃。你可以从这几个方面来思考AI能创造的价值：

预测性：你能否提前预判用户的需求

个性化：你能否提供更有针对性的信息

互动性：你能否让品牌互动更生动有趣

自动化：你能否帮用户节省时间和精力

便捷性：你能否实现多渠道无缝衔接

记住，你的目标是开发显著优于现有解决方案的产品，而不是简单的改良。只有这样，你才能帮助用户克服转换成本，培养使用习惯。

来看看亚马逊团队是如何做的。他们针对补货场景提出了两个假设：如果能让用户既享受订阅的便利和优惠，又不用担心囤积过多商品；同时主动为常购商品推荐订阅服务，并展示一年可节省的费用，那么订阅留存率将提升100%。

在开发前，你需要收集用户对产品假设的反馈。你要把用户反馈（定性数据）和行为数据（定量数据）结合起来，判断产品理念是否能解决真实用户的实际问题。

让我们继续看亚马逊生鲜的例子。团队认为预测性订阅功能不仅能提升收入，还能让用户的生活更轻松。但在付诸实施前，他们需要验证这些假设。研究发现，大多数用户对自动订购洗衣液等商品持谨慎态度，担心库存积压。

在开发AI产品时，你需要特别关注三类风险：

用户风险：

你是否解决了真实痛点

产品改进是否显著，还是仅仅是技术噱头

是否存在对特定用户群体的偏见

商业风险：

你能否盈利

是否充分利用了企业独有的数据优势

是否做好了承担机器学习运营成本的准备

技术风险：

软硬件条件是否满足需求

训练数据的覆盖面是否足够

能否达到使用场景要求的预测准确度

当你思考清楚这些问题后，就要把想法变成原型或最小可行产品（MVP）。这一阶段你不必追求完美，关键是要尽快获得真实用户的使用反馈。这意味着你需要灵活机动，建立最短的学习闭环，哪怕采用一些无法规模化的方案。

在快速原型开发阶段，你要不断迭代，直到看到用户眼中闪现惊喜的光芒。想想你第一次在暴雨天收到DoorDash外卖时的感受，那种惊喜就是你要追求的目标。

以亚马逊生鲜为例，你可以让几名客服人员扮演订阅机器人，为一小组早期用户提供服务。试验结果显示：37%的测试用户对机器人的发货确认功能表示惊喜，21%的用户在收到常购商品的订阅建议时选择了订阅。这表明团队正在建立起产品与用户的良好匹配度，而这一切都无需复杂的AI基础设施。

AI时代的最小可爱产品

你听说过亚马逊提出的「最小可爱产品」（Minimum Lovable Product，MLP）吗？与只求能用的最小可行产品（MVP）不同，MLP是一个能让早期用户真正喜欢上的产品。

你可能会觉得开发MLP很困难，需要投入大量时间和资源。但在现在这个时代，你完全可以借助Quiq、spaCy和Labelbox等现成工具，快速打造出令用户心动的产品。

来看看Notion是如何做的。这家笔记应用公司很聪明地将GPT-3整合到了自己的平台中。现在，当你需要创建会议议程或写职位描述时，这些原本繁琐的任务都能在你熟悉的Notion界面中轻松完成。

让我们通过亚马逊的案例来学习如何打造MLP。在产品原型阶段，团队发现某些特定场景需要一个完全自动化的解决方案。你知道亚马逊是怎么做的吗？他们选择了使用AWS Lex等SaaS产品来构建MLP，这样不仅能快速开展大规模测试，还能持续收集数据并优化产品。

要想在市场上占有一席之地，你必须打造出色的AI产品或体验。

你知道AI与其他颠覆性技术最大的不同在哪里吗？就是它极低的准入门槛。还记得互联网早期吗？那时候建网站是件难事，需要专业的技术团队。但在AI时代，只要你能连接网络，就可以用开源模型构建应用。

从使用门槛来看，这确实令人振奋。不过正如Allen Cheng指出的一个问题：当OpenAI这样的资源让所有人都能轻松使用AI时，产品团队该如何建立竞争优势（也就是「护城河」）呢？答案是：真正的价值在于将AI融入现有系统，而不是简单地部署一个机器人就完事。

让我们来梳理几个关键观点：

AI本身不会颠覆你的业务，但善用AI的竞争对手可以

AI正以指数级速度发展，你需要尽早投入

评估产品在生存曲线上的位置，对寻找AI产品的市场契合度很重要

想深入了解更多产品领导力的前沿思考？你可以订阅Reforge获取每周更新。

[anaa11111]

How AI Tools Revolutionize Startups and Small Businesses in 2024

Introduction

In the digital age of 2024, startups and small businesses are leveraging the power of artificial intelligence (AI) to streamline operations, enhance productivity, and gain a competitive edge in the market. AI tools have become indispensable assets for these enterprises, offering innovative solutions that transform the way they operate.

The Rise of AI in Business

Artificial intelligence, once a concept confined to science fiction, has now permeated various industries, including startups and small businesses. The market for AI is rapidly expanding, with projections indicating substantial growth in the coming years. AI technologies simulate human intelligence in machines, enabling them to perform tasks efficiently and effectively.

Benefits of AI Tools for Startups and Small Businesses

Automation and Efficiency: AI tools automate repetitive tasks, freeing up valuable time and resources for businesses. Tasks like data entry, inventory management, scheduling, and invoicing can be streamlined through AI-driven automation.

Operational Optimization: AI tools optimize workflows, reduce errors, and enhance team productivity. By automating routine processes, startups can focus on essential tasks, accelerating growth and adapting to market dynamics.

Cost-Effectiveness: Despite initial investments and a learning curve, AI tools offer long-term benefits by making resources more efficient and aiding in achieving business goals.

Top AI Tools for Startups and Small Businesses in 2024

NotionAI: An AI tool for project management, note-taking, and product management tasks. It offers features like content generation, tone selection, and error correction.

ClickUp: A versatile AI tool for task management, workflow streamlining, and team collaboration. It provides customization options and real-time data synchronization.

MarketMuse: Facilitates content audits, content planning, and SEO insights. It automates content creation processes and provides valuable data for marketers.

Upmetrics: An AI-powered business planning solution that simplifies the planning process for entrepreneurs. It offers sample business plans, financial forecasting, and pitch deck creation.

Phrasee: Utilizes natural language generation and machine learning algorithms for content creation and optimization. It enhances email copies, provides data-backed insights, and improves content engagement.

The Impact of AI Tools on Business Growth

AI tools empower startups and small businesses to scale efficiently, make data-driven decisions, and enhance customer experiences. By leveraging AI technologies, these enterprises can unlock new opportunities, drive innovation, and stay ahead in a competitive market landscape.

the integration of AI tools in startups and small businesses in 2024 signifies a paradigm shift in how these enterprises operate. By embracing AI technologies, businesses can revolutionize their processes, boost efficiency, and achieve sustainable growth. The transformative power of AI is reshaping the business landscape, paving the way for a future where innovation and automation go hand in hand.

[free-ai-tools-by-jazzy-content]

Source: https://www.fastcompany.com/90856183/30-ai-tools-you-can-try-for-free

NICE Ai Tools LIST

2. The new Bing

ChatGPT-based conversations and search results inside Bing. 

3. Perplexity.ai

Ask questions and follow-ups, get direct responses with citations. Free to use with the option to upgrade to Pro.

4. YouChat

Ask questions and follow-ups, and engage in ChatGPT-style conversations. Free; sign-in required.

5. Poe

Conversational AI from Quora that includes multiple assistants with differing strengths. Free; sign-in required.

FREE AI ARTWORK GENERATORS

6. Stable Diffusion Online

Free Stable Diffusion artwork generator; no login required.

7. El Pintador

Free Stable Diffusion artwork generator for iOS with a “Learn” section that provides prompt crafting advice.

8. DiffusionBee

9. Dall-E

​​Your weirdest, most obscure art creations can finally come to life thanks to DALL-E. Type anything just about anything into the search bar and watch as OpenAI’s image generation tool churns out multiple pictures for you to choose from.

You can try Dall-E for free through Bing, or use it with a paid ChatGPT Plus subscription. 

10. Craiyon

Online artwork generator that uses the Dall-E Mini model. Removing watermarks requires a $5-per-month subscription.

11. Nvidia Canvas

Windows software that turns brushstrokes into artwork. Requires an Nvidia RTX graphics card.

12. Playform

Online app that turns sketches into artwork. Free to try, but requires paid credits to download watermark-free images.

13. AutoDraw

A venerable old-timer, AutoDraw has been around as a Google project since 2017. This free tool turns your haphazardly scribbled doodles into actual drawings by offering up suggestions based on what you’ve put on the page.

It’s great for when you need to mock up a design quickly but you need it to look, well…like you didn’t draw it with your mouse. And it’s free to use, with no account or subscription required. 

FREE AI WRITING TOOLS

14. PicsArt AI Writer

Generate marketing copy, slogans, product descriptions, LinkedIn headlines, Instagram captions, and more. Free.

15. NotionAI

Use prompts to create text inside any Notion document, activated by pressing Space on a new line. You can try it for free with a limited number of complimentary AI responses, then it’s $8-10 per month for the add-on subscription.

16. Chatbot tools

Tools such as ChatGPT, YouChat, and Poe can be used to generate copy as well.

FREE AI CONTENT SUMMARIZERS

17. Eightify

Create text summaries of YouTube videos, with highlights you can click on to jump to the relevant video section. Up to three free summaries per week (on videos less than 30 minutes). For unlimited summaries, a subscription runs $4.95 per month, or $3.95 per month if you pay annually. 

18. Summarize.tech

Another YouTube summarizer that’s less in-depth than Eightify. It allows you to summarize a few videos a day for free or, with a $10 per month Premium subscription, you can summarize up to 200 videos a month. 

ADVERTISEMENT

19. Gimme Summary

Chrome extension for summarizing web articles, seemingly works by asking ChatGPT to condense the article content. Free to use, but slow.

20. SkimIt.ai

Email an article link to go@skimit.ai, get a summary in 10 minutes.

21. Wordtune Read

View article and PDF summaries next to the full text, with excerpts highlighted. Five free summaries per month, then $9.99 per month.

22. OtterPilot

Feature of the Otter meeting assistant that transcribes and summarizes video calls. Free for up to 30 minutes per call and 300 transcription minutes per month, or you can sign up for a Pro account for $10 per month to increase those limits.

23. Sonoteller.ai

Paste a link to a song on YouTube, get an analysis of its lyrical content, instrumentation, genres, and moods. Free to use.

[trustyserveguide]

Notion Mastery: A Game-Changing Tool For Teachers And Students

🌟 Thrilling Update for Educators and Students! 🌟

Exciting revelations for teachers and students in the education domain await you! Dive into our latest blog post, unveiling the transformative power of Notion. Explore its prowess in collaborative workspaces, cutting-edge features, and an exclusive Student Dashboard Template.

📚 Seeking a streamlined method to organize lessons, collaborate effortlessly, and enhance your learning journey? Look no further – Notion is the key!

Delve into the specifics in our detailed blog post read more

Ready to revolutionize how you approach education? Share your insights and let's embark on this exciting journey together! #Planner

#students #NotionMagic #EducationRevolution #NotionAi

[rogtx1997]

Discover the Power of Notion AI: Your Ultimate Workspace Assistant

Discover how Notion AI is shaping the future of work - read our latest article and revolutionize your workspace today! #NotionAI #FutureOfWork

In today’s fast-paced world, businesses are constantly searching for tools that can increase efficiency, improve collaboration, and centralize information. One such tool that has revolutionized the way we manage work is Notion, and its latest feature, Notion AI, takes the platform to a new level of innovation. What is Notion AI? Notion AI is a powerful integrated assistant that sits at the…

[les-productifs-intelligents]

Fini le stress de la page blanche grâce à Notion AI

[marvinrodri]

Toda terça, eu pretendo postar um texto feito pela #inteligenciaartificial do @notionhq. Nessa semana, eu dei o comando de “fazer um poema de 4 versos, falando sobre não aguentar mais o verão”. KKKKKKK 🥵 • • • #escritor #textos #versos #poesia #poeta #poema #frases #frasedodia #calor #verao #verão #quente #riodejaneiro #iNotação #chatgpt #writer #writing #verse #poetry #poet #poem #quotes #hot #heat #summer #notion #notionai #artificialintelligence (em Rio de Janeiro, Rio de Janeiro) https://www.instagram.com/p/Cpxyra5OX-j/?igshid=NGJjMDIxMWI=

[bunjin]

NotionAIでブログ記事が一瞬で書けてしまう？

ブログに投稿：ぶんじんのおはなし第二話：NotionAIでブログ記事が一瞬で書けてしまう？ #Notion #NotionAI #ChatGPT #AI #ブログ記事作成

Notionとは 以前、メモ帳代わりに「Slack」を使っているという記事を書きました。 流行りの ひとりSlack をやってみて、ハマってしまいました。これ、便利だ。 Slackは元々、チームのコミュニケーションを主たる目的とした”チャットツール”が進化したもの、という感じです。 今回紹介するNotionも、チームで共同してドキュメントを作成していくのが元々の狙いだと思われるツールです。MicrosoftのTeamsでMS-Wordのファイルを複数人で同時に編集したり、Google WorkspaceでGoogle…