DEV Community: Sanjay Verma

Top 8 AI Predictions for 2024

Sanjay Verma — Mon, 01 Jan 2024 04:12:02 +0000

What a year it's been for AI.

Anticipating what's next sounds very perilous, but I'll give it a try.

Here are eight AI predictions for 2024🔮

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1) AI smart glasses become a thing 😎

As multimodality rises, leading AI companies will double down on AI-first wearable devices

And what’s better than the glasses form factor to host an AI-assistant ?

Branches are close to the ears to deliver audio, cameras are close to the eyes to capture ego-centric input, plus they’re hands-free and comfortable

Meta is leading the way with Ray Ban, but think about the recent Open AI x Snapchat rumor 👀

We’re only getting started...

2) ChatGPT won't be to AI assistant what Google is to search

2023 started with ChatGPT taking all the light and ends with Bard, Claude, Llama, Mistral and thousands of derivatives

As commoditization continues, ChatGPT will fade as THE reference ➡️ valuation correction

3) So long LLMs, hello LMMs

Large Multimodal Models (LMMs) will keep emerging and oust LLMs in the debate; multimodal evaluation, multimodal safety, multimodal this, multimodal that

Plus, LMMs are a stepping stone towards truly general AI-assistant

4) No significant breakthrough, but improvements on all fronts

New models won't bring real breakthrough (👋GPT5) and LLMs will remain intrinsically limited and prone to hallucinations. We won’t see any leap making them reliable enough to "solve basic AGI" in 2024

Yet, iterative improvements will make them “good enough” for various tasks.

Improvements in RAG, data curation, better fine-tuning, quantization, etc, will make LLMs robust/useful enough for many use-cases, driving adoption in various services across industries

5) Small is beautiful

Small Language Models (SLMs) are already a thing, but cost-efficiency and sustainability considerations will accelerate this trend

Quantization will also greatly improve, driving a major wave of on-device integration for consumer services

6) An open model beats GPT-4, yet the open vs closed debate progressively fades

Looking back at the dynamism and progress made by the open source community over the past 12 months, it’s obvious that open models will soon close the performance gap.

We’re ending 2023 with only 13% left between Mixtral and GPT-4 on MMLU

But most importantly, open models are here to stay and drive progress, everybody realised that. They will coexist with proprietary ones, no matter what OS detractors do.

7) Benchmarking remains a conundrum

No set of benchmarks, leaderboard or evaluation tools emerge as THE one-stop-shop for model evaluation.

Instead, we’ll see a flurry of improvements (like HELM recently) and new initiatives (like GAIA), especially on multimodality.

8) Existential-risks won't be much discussed compared to existing risks

While X-risks made the headlines in 2023, the public debate will focus much more on present risks and controversies related to bias, fake news, users safety, elections integrity, etc.

Credits

What to Expect from Angular in 2024

Sanjay Verma — Sun, 31 Dec 2023 03:45:03 +0000

As we embark on a new year, it's a perfect time to gaze into the future and what 2024 holds for Angular, Google's popular front-end JavaScript framework.

Angular's Evolution

Angular has been on quite a journey since its inception, with each major version bringing significant improvements and enhancements. In 2024, we can expect this evolution to continue. The Angular team is likely to focus on refining the framework further and addressing the needs of both novice and seasoned developers.

Improved Developer Experience

One of Angular's strengths has always been its developer experience. We can anticipate more tooling improvements, better integration with modern IDEs, and enhanced debugging capabilities. Google's commitment to making Angular easy to work with will undoubtedly continue.

Enhanced Performance

Performance is a key concern in web development, and Angular has made strides in this area. In 2024, we can expect even better performance optimizations, faster load times, and improved handling of large-scale applications. Google is well aware of the need for speed and efficiency, and they are likely to invest heavily in this aspect.

Support for Web Standards

Web standards are ever-evolving, and Angular will continue to adapt. Expect updates to incorporate the latest HTML, CSS, and JavaScript features, ensuring that Angular applications remain cutting-edge and compatible with future browsers.

Angular Ecosystem

Angular is not just about the framework itself; it has a vast ecosystem of libraries, tools, and extensions. In 2024, we can anticipate growth and maturation in various aspects of the Angular ecosystem.

Angular CLI Enhancements

Angular CLI simplifies project setup and management. Look out for improvements like quicker scaffolding, more powerful code generation, and streamlined build processes, making it even easier to get started with Angular projects.

State Management

State management is a crucial aspect of modern web development. While Angular provides tools like RxJS and ngrx for this purpose, we can expect advancements and possibly even official recommendations for state management patterns and practices.

Richer Component Libraries

Angular's component-based architecture makes it a prime candidate for building reusable UI components. As the community grows, we can expect an increase in high-quality component libraries, making it easier to create stunning user interfaces.

Community Engagement

Angular's success is deeply rooted in its vibrant and engaged community. In 2024, community involvement is expected to remain strong.

Meetups and Conferences

The Angular community is known for hosting meetups and conferences worldwide. Keep an eye out for opportunities to connect with fellow Angular enthusiasts, share knowledge, and stay up-to-date with the latest trends.

Conclusion

While we can't predict the future with absolute certainty, it's safe to say that Angular's journey will continue to be exciting in 2024. With improvements in developer experience, performance, and an ever-growing ecosystem, Angular is poised to remain a dominant force in the world of web development.
As we look ahead, let's remember that Angular's success is driven by its passionate community, so let's continue to collaborate, share knowledge, and push the boundaries of what's possible with this fantastic framework. Here's to an amazing year of Angular development in 2024! 🚀
Disclaimer: The content of this article is based on current trends and educated speculation. Actual developments may vary, so it's essential to stay updated with official Angular announcements and the ever-evolving web development landscape.

Why Angular will shine more in 2024

Sanjay Verma — Sat, 30 Dec 2023 23:36:06 +0000

The Rise of the Angular Avengers

As 2024 rolls in, Angular is not just walking; it's moonwalking back into the spotlight! With a cape flapping heroically in the digital wind, Angular is set to outshine every star in the constellation of frameworks. It's not just shining; it's radiating like a disco ball at a solar flare party!

1: Angular's Audacious Acrobatics

Let's dive into the delightful details of Angular's ascent:

Performance on Steroids: Angular's performance in 2024 is so quick it makes Usain Bolt look like he's running backward. It's not loading; it's practically teleporting users from one view to another!
TypeScript's Love Letters: TypeScript and Angular have gone from 'It's complicated' to 'In a relationship'. Their love affair has turned your error-prone code into a dreamy, bug-resistant fortress. Rumor has it, TypeScript even writes poetry to Angular in its spare time.
CLI - Now with Wizardry!: The Angular CLI has become so advanced that it's suspected of wizardry. Developers whisper about a "--magic" flag that not only generates components but also writes half your app and tells you that you're looking particularly sharp today.

2: React's Riddle Wrapped in a Mystery

While Angular is doing its victory lap, let's peek at React's diary:

Library Labyrinth 2.0: React developers are now officially residents of the library labyrinth. They've set up camp and are roasting marshmallows of confusion over a fire of indecision. Choosing a state management library is now a survival skill.
Hook Havoc: The hooks have taken over. They're everywhere! useState has started dating useEffect, and useMemo is feeling left out. The components are throwing a party, and nobody knows who's invited.
JSX Jamboree: JSX has evolved! Now capable of expressing existential dread and modern art, it's become the go-to for developers looking to add a touch of enigma to their apps.

3: Angular's Glistening Gala

Back to Angular's glittering gala:

Community Carnival: Angular's community is now a carnival of collaboration. They've got parades every time a bug is fixed and a festival for every feature release. Angular developers are the life of the party, and they know it!
Corporate Charm: With Google's godparent-like gaze, Angular is the darling of corporations. It's suited up and ready to tackle any enterprise-level app with a swagger that says, "I've got this."

4: GitHub Copilot's Angular Adventure

Speaking of GitHub Copilot, it's taken a particular shine to Angular. They're the dynamic duo of coding, turning the daunting task of development into a delightful dance:

Code Narration: Copilot now narrates your coding journey, offering encouragement and occasionally a good-natured roast. "Are you sure you want to write it that way?" it teases, as you reconsider your life choices.
Refactoring Rodeo: With a tip of its digital hat, Copilot helps you refactor your Angular code into a sleek, efficient machine. It's like having a personal coding coach who's also a refactoring wizard.
Sassy Suggestions: Copilot's suggestions now come with a side of sass. It's not just coding; it's a comedy show, and you're both the star and the audience.

5: React's Retreat & Renaissance

While Angular and AI are having a ball, React isn't just sitting around. It's planning its renaissance, a comeback that'll make Rocky look like a quitter:

Hooks 2.0: React's hooks have evolved again. They're smarter, leaner, and come with their own motivational speeches. "You can do it, developer!" they cheer, as you navigate the jungle of JSX.
Community Comeback: The React community rallies, turning their challenges into memes, then into solutions. They're not just coding; they're crafting a movement, complete with catchy slogans and stylish stickers.
Mystery Feature: Rumors swirl of a mysterious new feature set to revolutionize React. Developers whisper in dark corners of Slack channels, their screens aglow with anticipation. What could it be? A new paradigm? A digital philosopher's stone? Only time will tell.

Epilogue: The Laughter Continues

As 2024 begins, the saga of Angular and React unfolds with more twists, turns, and belly laughs. Developers around the world watch with bated breath, their fingers poised over keyboards, ready for the next chapter in the great framework odyssey.

In the end, whether team Angular or team React, all developers know one thing for sure: the journey is long, the bugs are many, and having a good laugh along the way is the best bug fix of all!
And hey, 2023 is over, and it's a great time to show some appreciation to your loved ones, through RecoCards!