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George Ng Profile
George Ng

@drgeorgeng

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founder of @Forge & @ggwp_ai | ex-founder @CyencePlatform | ex @HPE_Cray & @DARPA | taught ML/Econ @UCBerkeley & @UCIrvine

San Francisco, CA
Joined July 2023
Don't wanna be here? Send us removal request.
@drgeorgeng
George Ng
8 months
Aimtraining with @thresh in Lisbon. @Forge @ggwp_ai
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@drgeorgeng
George Ng
8 months
Centralized game asset markets, currently have advantages in convenience, security, & support. But decentralized markets can address these drawbacks and offer benefits like ownership, transparency, and lower fees. Gamers just want a seamless and fair experience, regardless of the
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@drgeorgeng
George Ng
8 months
Sharing a list of approaches that #gamedev can use to boost player spend & engagement for liveops games. Each approach comes with its psychological basis, example titles for reference, and manipulation potential for ethical design considerations.
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@drgeorgeng
George Ng
7 months
Game trash talk is often seen as immature, but it also brings fun and a competitive edge. With matchmaking connecting diverse backgrounds, clear guidelines are essential. It's important to consider party and game state and to differentiate between comments on actions/game
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@drgeorgeng
George Ng
10 months
👋 Hi there, I'm Dr George Ng, Co-founder at GGWP. We're on a mission to democratize positive play using #AI and #GamerPsychology . Stay tuned for updates on #GGWP and insights from our journey. #TechForGood #PositivePlay
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@drgeorgeng
George Ng
10 months
Public list ranks games by toxicity—select, not exhaustive or 'most toxic'. @ggwp_ai 's analysis finds omissions, no naming/shaming 😉. Toxicity varies between PvE & PvP. Community managers, compare with peer games for smarter benchmarking. #AI #gamingcommunity #CommunityManager
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@drgeorgeng
George Ng
10 months
Why is #LeagueOfLegends seen as more accessible and less toxic than #dota2 ? Active branding and support by @riotgames , concise tutorials, quicker matches, and a gentler learning curve play a role. On the other hand, Dota's intricate learning ramp, tough mechanics, and lack of
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@drgeorgeng
George Ng
9 months
🙏 @Forge -Internal  team @FishStix @najjybar @zeldamarie @Wakkos (and others who need to get on socials 😆) and my co-founders @kunoag @thresh . First steps towards making gamer rewards based on profile, engagement, and community participation a reality.
@Forge
Forge
9 months
Time to introduce the entrepreneurs and visionaries behind Forge: our founders. Together, @Thresh , @kunoag , and @DrGeorgeNg bring decades of experience founding successful startups across gaming, nerd culture, and technology. Let’s dive in, shall we? 🧵
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@drgeorgeng
George Ng
9 months
@SynthPotato Overwatch's team-based gameplay and diverse roster had a major impact on community and esports - GOTY didn't seem crazy at the time.
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@drgeorgeng
George Ng
8 months
. @theesa report highlights benefits of gaming: reduced stress, anxiety & loneliness and increased happiness. A reminder of why safe gaming communities are crucial.
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@drgeorgeng
George Ng
8 months
At @ggwp_ai , we explore the connection between #gamedev design and player misconduct. Here's a slide on sports games from our EA Demo Day presentation, highlighting this link.
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@drgeorgeng
George Ng
8 months
Leveling up anime game with @kunoag
@kunoag
Kun Gao
8 months
Doctor visit with @drgeorgeng in San Mateo @Forge @ggwp_ai
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@drgeorgeng
George Ng
8 months
Game monetization history reveals balance between profitability and manipulation. Ideal #gamedev reqs when pursuing longevity? Cost, support, & player ownership transparency, spend responsibility metrics, community input, and most importantly - entertaining experiences.
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@drgeorgeng
George Ng
8 months
Review bombing shows that crowd wisdom can still be biased. To identify it, look for clusters of extreme and terse reviews. Also consider potential motivations (e.g. #Starfield with fandom bias or lack of #PlayStation release).
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@drgeorgeng
George Ng
8 months
@Forge
Forge
8 months
Huge news… Forge is officially LIVE! 🚨 Get ready to embark on a gaming journey like no other and Forge your legacy. Sign up today at to build your gaming profile and start earning rewards from your achievements. 🔥
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@drgeorgeng
George Ng
9 months
Had an insightful chat about the future of #AI in #gaming with @gelfenbeyn and @aaron_bush_ . We covered innovation, ethics, business models, and how @ggwp_ai is contributing to the landscape. Thanks for the great discussion!
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@drgeorgeng
George Ng
9 months
AI in game moderation is essential for scalable review but complex. Gamer demographics cause label data skew. MLMs, LLMs, & ASRs inherent data skew from pre-trainings. While not all biases are harmful, they can impact underrepresented groups.
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@drgeorgeng
George Ng
8 months
Enemy outlines in #Overwatch2 are still larger in lower screen resolutions? 🤯 Did @Blizzard_Ent deliberately design for competitive balance or inadvertently create a pay to lose for nicer monitors? 🤔
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@drgeorgeng
George Ng
9 months
@GameSpot To help summarize, Phil saying Xbox past early supply issues. Now, it's about pushing what hardware can do. Like #Starfield     at 4k/30fps on #XboxSeriesX .
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@drgeorgeng
George Ng
10 months
"Exciting to witness 4 classic 10+ year old games dominate Twitch's most streamed list! 🎮🔥 Unlike traditional media, @CounterStrike , @LeagueOfLegends , @DOTA2 , and @RockstarGames thrive through player interactions and competition, keeping the games fresh and exciting. 🙌 This
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@drgeorgeng
George Ng
8 months
@GameSpot Wheres UMK3?
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@drgeorgeng
George Ng
8 months
Most gaming privacy fines are tied to COPPA, not GDPR, and are smaller compared to those from social media. Does this mean the industry is more privacy-conscious, or under-scrutinized?
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@drgeorgeng
George Ng
10 months
Revealing #MostChargedGames from @ggwp_ai ! In #LoL , #CallOfDuty , #DOTA , fervor can blur into toxicity. Let's remember, every game should end with #ggwp . We want to hear your stories, share them with us! 🎮❤️
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@drgeorgeng
George Ng
9 months
Thoughts on Dota behavior changes? Curious how @valvesoftware balances skill, queue time, and dislikes. Will disliking many players just extend queues or dilute weight? 🤔 #Dota2
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@drgeorgeng
George Ng
9 months
@pcgamer How do most #gamedev feel about this? Is @EpicGames a serious consideration? Is the distribution fee savings at the expense of some consumer exposure from @Steam worth it?
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@drgeorgeng
George Ng
9 months
@IGN #NBA2K24 gameplay is solid & cross console platform is nice, but @2Kgames - microtransactions specifically in PvP modes like MyTEAM and the Park continue to ruin competitive balance.
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@drgeorgeng
George Ng
9 months
@DSVolition RIP and thank you! Props for trying to evolve #SaintsRow but learning may be that each game should focus on core gameplay that makes it fun.
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@drgeorgeng
George Ng
10 months
At @ggwp_ai , we've also found that while LLMs are impressive in label generation, they still can't quite match experienced human labelers. Attached is an insightful image from @OpenAI to highlight this. We deeply value the blend of tech and human expertise, notably with our
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@drgeorgeng
George Ng
9 months
@alphaINTEL @HisWattson @RealLegendJuice Great to see community working together to catch this guy! Now how can apex catch these cheaters earlier and more regularly. 🤔
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@drgeorgeng
George Ng
10 months
🎮 Grateful to be mentioned in the article by @LightspeedVC : "The 4th Industrial Revolution of Video Games." Check it out: Thrilled to be part of this gaming revolution at @ggwp_ai ! Our recent release of a free tier product with accessible APIs empowers
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@drgeorgeng
George Ng
9 months
@SynthPotato If gameplay is solid, portability is a game-changer.
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@drgeorgeng
George Ng
7 months
MarI/O was a brilliant video by @SethBling showing a genetic algorithm used to train a simple neural network to play #Mario (World). Fascinating to meet practitioners in deep learning, especially in gaming, credit it as their first exposure to AI. (Also a hit when used in ML
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@drgeorgeng
George Ng
8 months
@AP Safeguarding ethical standards / long-term health, or infringing on individual choices?
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@drgeorgeng
George Ng
9 months
Is #Google paying #Apple to be default search engine anti-competitive or just smart business? Status quo bias keeps users from switching. Courts will decide if it's a problem.
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@drgeorgeng
George Ng
9 months
@Forge 🔥🛠️👀🚀
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@drgeorgeng
George Ng
9 months
@xMBGx 2018 because it took a huge leap in storytelling, gameplay, and atmosphere, revolutionizing the series.
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@drgeorgeng
George Ng
10 months
@UniverseDota no names from @ggwp_ai but how about games not listed that would be high on these charts? 😉
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@drgeorgeng
George Ng
7 months
@borgetsebastien @TheSandboxGame Glad to promote positive play in the metaverse with @borgetsebastien . @ggwp_ai @Forge
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@drgeorgeng
George Ng
8 months
@denk_tweets Regardless of relationship and family status, having a strong support system is crucial. While energy and (relevant) experience differentiate founders, the biggest impact on financial success comes from the right space and timing.
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@drgeorgeng
George Ng
8 months
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@drgeorgeng
George Ng
9 months
@prodbyquest @ValorINTEL Celebratory actions like teabagging aren't essential to Valorant. Just like in pro sports, where directed celebrations often lead to fouls or fines, setting boundaries for sportsmanship seems progressive. Players will adapt and find new, not necessarily worse ways for celebratory
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@drgeorgeng
George Ng
9 months
Lots of criticism for @EA for shutting down fifa 21 servers after 3+ years. For comparison @2Kgames ends NBA support every 2+ years, @343Studio kept Halo alive for 14, and EA is shutting down fifa 18 after 6+. Bigger issue is lack of clarity and consistency to set expectations
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@drgeorgeng
George Ng
9 months
@ValorINTEL Just because teabagging was normalized in games like Halo doesn't mean developers can't set new standards. The pro league's high visibility influences behavior at all levels. A warning is balanced—strong enough to set that tone, yet not punitive.
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@drgeorgeng
George Ng
10 months
🔍 Significant differences between @Dall_E_2 & @midjourney - @midjourney clearly superior🥇! Thoughts, @OpenAI 🧐? (👇Comparison below👇). At @ggwp_ai , we're using such generative outputs as labels for our inappropriate content detection models. #AI #TechForGood
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@drgeorgeng
George Ng
9 months
@AdamShurey @pcgamer @EpicGames @Steam It's not surprising that Epic's low fees and non-exclusivity appeal to you as an indie dev. How do you balance that with Steam's larger community, robust reviews, and more features? Do the savings with Epic outweigh potential exposure on Steam?
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@drgeorgeng
George Ng
9 months
@WIRED About time...
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@drgeorgeng
George Ng
10 months
Main questions in IP rights for #GenerativeAI : 1. Patentable outputs? 2. Protect copyrighted inputs? #GPT4 #Bard #midjourney #StabilityAI
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@drgeorgeng
George Ng
10 months
In game moderation, responsible AI is about ensuring fairness, balancing privacy & safety, and acknowledging the need for ongoing adaptation and human oversight due to AI's limitations. For gamers, transparency is paramount. Disruptive behaviors must be defined, reflecting each
@TechCrunch
TechCrunch
10 months
The implementation of fair, responsible, and accurate AI is a top priority for many companies. But how companies define 'Responsible AI' is equally important. How do you define Responsible AI?
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@drgeorgeng
George Ng
8 months
@pcgamer While I understand the economics for Blizzard, not sure who this is for without cross buy. Even steamdeck already supports
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@drgeorgeng
George Ng
9 months
@pcgamer @EA for palatable microtransactions 🙏: 1. For cosmetics only 2. Allow players to earn 3. Optional for core progression
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@drgeorgeng
George Ng
9 months
@SynthPotato Agree that console exclusives de-risk certain large projects for devs that can lead to games that might not otherwise be made.
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@drgeorgeng
George Ng
8 months
@alphaINTEL When tilted any cracked shield 😅, doing 80+ on flesh otherwise
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@drgeorgeng
George Ng
9 months
@Forge Let's go!
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@drgeorgeng
George Ng
9 months
#gamedevs face dilemma: short data retention favored by GDPR & consumers can impede efforts to combat grooming. Games can focus on guidelines & reporting but it's unclear if FTC & Ofcom expect scanning tech for compliance. Sharing a table summarizing potential actions below:
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@drgeorgeng
George Ng
10 months
@Titan_Blacklist @ggwp_ai Some titans escape the public eye, @Titan_Blacklist 😉
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@drgeorgeng
George Ng
10 months
COPPA 2.0 & KOSA bring needed upgrades to child safety, yet questions on enforcement and implementation remain. New privacy concerns may also arise. Read more: @ggwp_ai is dedicated to helping gaming platforms navigate this complex terrain with our
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