CFTC ay naghahanap ng feedback sa paggamit ng AI sa pagsunod at dynamics ng merkado
(CFTC seeks feedback on AI use in compliance and market dynamics)

Published: 2024-01-28

Pamagat: CFTC Humihingi ng Feedback sa Paggamit ng AI sa Pagsunod at Market Dynamics

1. Artipisyal na Intelligence sa Market Dynamics (Paksa 1): Binibigyang diin ng artikulo ang interes ng Commodity Futures Trading Commission (CFTC) sa paghingi ng feedback sa paggamit ng artipisyal na katalinuhan (AI) sa dynamics ng merkado. Kinikilala ng CFTC ang potensyal ng AI sa pagpapabuti ng kahusayan ng merkado at transparency,pati na rin ang pagbabawas ng mga gastos sa pagsunod. Sa pamamagitan ng pagsusuri ng malaking halaga ng data sa real time, ang AI ay maaaring makatulong na makita ang pagmamanipula ng merkado, mga distortion ng presyo, at pandaraya. Ang CFTC ay partikular na interesado sa pag unawa sa mga potensyal na benepisyo at panganib ng AI deployment sa mga merkado ng futures ng kalakal.

2. AI para sa Pagsunod at Pagsubaybay (Paksa 2): Ang isa pang mahalagang aspeto na naka highlight sa artikulo ay ang pagtuon ng CFTC sa paggamit ng AI sa pagsunod at pagsubaybay. Ang AI ay maaaring suportahan ang mga regulatory body sa pamamagitan ng pag automate ng mga proseso ng pagsubaybay, pagtukoy ng mga kahina hinala na mga aktibidad sa kalakalan, at pagtukoy ng mga pattern ng maling pag uugali. Ang CFTC ay naghahanap ng feedback sa kung paano maaaring mapahusay ng AI ang mga hakbang sa pagsunod, mapabuti ang mga sistema ng pagsubaybay, at mapadali ang napapanahong pagtuklas ng pang aabuso sa merkado at pagmamanipula.

3. Pagtugon sa mga Hamon at Pamamahala ng Panganib (Paksa 3): Ang CFTC ay interesado rin sa pag unawa sa mga hamon at panganib na nauugnay sa pagpapatupad ng AI sa sektor ng pananalapi. Ang isang pangunahing pag aalala ay ang pagtiyak na ang mga algorithm ng AI ay transparent, maipapaliwanag, at auditable. Ang CFTC ay naglalayong makalap ng feedback sa pagbuo ng naaangkop na mga protocol sa pamamahala ng panganib habang ginagamit ang AI sa pagsunod at mga aktibidad sa pagsubaybay. Naghahanap din ito ng mga pananaw tungkol sa potensyal na bias, diskriminasyon, o pagmamanipula na maaaring lumitaw mula sa mga sistema ng AI, at kung paano mabawasan ang mga panganib na ito. Sa konklusyon,ang mga pangunahing paksa na tinalakay sa artikulo ay:

1. AI sa Market Dynamics: Paggalugad ng mga benepisyo at panganib na nauugnay sa pag deploy ng AI sa mga merkado ng futures ng kalakal.

2. AI para sa Pagsunod at Pagmamanman: Pagtatasa ng potensyal ng AI sa automating proseso ng pagsubaybay at pagtuklas ng pang aabuso sa merkado.

3. Pagtugon sa mga Hamon at Pamamahala ng Panganib: Naghahanap ng feedback sa pamamahala ng mga panganib na nauugnay sa pagpapatupad ng AI, kabilang ang bias, transparency, at explainability.. .

Title: CFTC Seeks Feedback on AI Use in Compliance and Market Dynamics

1. Artificial Intelligence in Market Dynamics (Topic 1): The article emphasizes the Commodity Futures Trading Commission's (CFTC) interest in seeking feedback on the use of artificial intelligence (AI) in market dynamics. The CFTC acknowledges the potential of AI in improving market efficiency and transparency,as well as reducing compliance costs. By analyzing large amounts of data in real-time,AI can help detect market manipulation,price distortions,and fraud. The CFTC is specifically interested in understanding the potential benefits and risks of AI deployment in commodity futures markets.

2. AI for Compliance and Surveillance (Topic 2): Another important aspect highlighted in the article is the CFTC's focus on AI's use in compliance and surveillance. AI can support regulatory bodies by automating monitoring processes,detecting suspicious trading activities,and identifying patterns of misconduct. The CFTC seeks feedback on how AI can enhance compliance measures,improve surveillance systems,and facilitate the timely detection of market abuse and manipulation.

3. Addressing Challenges and Risk Management (Topic 3): The CFTC is also interested in understanding the challenges and risks associated with AI implementation in the financial sector. One key concern is ensuring that AI algorithms are transparent,explainable,and auditable. The CFTC aims to gather feedback on developing appropriate risk management protocols while utilizing AI in compliance and surveillance activities. It also seeks insights regarding potential bias,discrimination,or manipulation that may arise from AI systems,and how to minimize these risks. In conclusion,the main topics covered in the article are:

1. AI in Market Dynamics: Exploring the benefits and risks associated with deploying AI in commodity futures markets.

2. AI for Compliance and Surveillance: Assessing the potential of AI in automating monitoring processes and detecting market abuse.

3. Addressing Challenges and Risk Management: Seeking feedback on managing risks associated with AI implementation,including bias,transparency,and explainability.

Reference: cointelegraph.com

Ang pinakanakalakal na barya

(I-update bawat 1 oras)

sa	mula sa	ay ($US)	turnover ($)
1	BTC	67,079.99	1,424,827,636.00
2	ARS	1,108.40	835,942,670.60
3	ETH	3,096.03	732,173,295.43
4	SOL	177.77	696,331,562.38
5	PEPE	<0.01	203,989,430.32
6	WIF	2.72	183,022,321.55
7	RUNE	6.82	120,346,445.58
8	DOGE	0.15	113,629,893.28
9	XRP	0.51	110,273,456.37
10	BONK	<0.01	104,555,092.59
11	LINK	16.64	91,085,974.45
12	NEAR	7.89	81,440,688.45
13	BOME	0.01	74,749,050.48
14	FTM	0.88	74,459,522.70
15	CREAM	71.64	72,727,919.55
16	PYTH	0.45	71,172,360.40
17	RNDR	10.19	70,121,346.71
18	ENA	0.73	59,112,803.55
19	ORDI	39.54	49,510,390.44
20	FLOKI	<0.01	47,984,323.36
21	AVAX	36.06	47,883,053.75
22	PEOPLE	0.04	45,232,275.16
23	WLD	4.81	43,367,899.52
24	BCH	487.10	42,412,393.69
25	PENDLE	5.31	42,105,806.98
26	AR	47.31	39,512,524.48
27	UNFI	5.05	38,593,479.63
28	ADA	0.47	37,472,935.41

Mga barya na may mabilis na pagtaas ng mga presyo

(I-update bawat 1 minuto)

sa	mula sa	ay ($US)	higit pa (%)
1	UNFI	5.05	+28.00
2	VIC	0.50	+17.40
3	PENDLE	5.31	+10.23
4	FARM	73.19	+7.49
5	RAY	1.96	+7.49
6	PYTH	0.45	+5.26
7	WIF	2.72	+4.82
8	THETA	2.27	+4.37
9	OOKI	<0.01	+4.00
10	SOL	177.77	+3.86
11	GNO	307.70	+3.78
12	POND	0.02	+3.52
13	IOTA	0.22	+3.11
14	SUI	1.09	+2.91
15	INJ	25.46	+2.83
16	TRU	0.13	+2.80
17	BEAMX	0.03	+2.47
18	HIGH	4.49	+2.44
19	AR	47.31	+2.44
20	ORN	1.39	+2.42
21	BNX	1.12	+2.22
22	CHR	0.35	+2.13
23	NEAR	7.89	+1.88
24	GAL	3.52	+1.88
25	ARKM	2.43	+1.68
26	BAND	1.53	+1.60
27	CREAM	71.64	+1.52
28	BOME	0.01	+1.33
29	GLM	0.53	+1.33
30	AEVO	0.83	+1.23

Ang presyo ng mga barya ay mabilis na bumabagsak.

(I-update bawat 1 minuto)

sa	mula sa	ay ($US)	bawasan (%)
1	CITY	3.15	-11.53
2	BLZ	0.28	-8.67
3	FOR	0.02	-7.27
4	ALCX	23.27	-6.92
5	OAX	0.22	-6.76
6	DIA	0.45	-6.50
7	ACE	4.45	-6.43
8	PORTAL	0.73	-5.94
9	LSK	1.74	-5.85
10	ZRX	0.54	-5.80
11	BONK	<0.01	-5.72
12	YGG	0.85	-5.71
13	KP3R	74.29	-5.64
14	PDA	0.07	-5.48
15	SYN	0.75	-5.42
16	MANTA	1.46	-5.25
17	AKRO	<0.01	-5.15
18	TIA	8.74	-5.10
19	DCR	19.40	-4.76
20	WAN	0.23	-4.63
21	AUCTION	13.72	-4.52
22	UTK	0.08	-4.31
23	ACM	2.27	-4.31
24	ACA	0.10	-4.28
25	BETA	0.06	-4.21
26	XAI	0.60	-4.12
27	REZ	0.10	-4.09
28	DEXE	12.50	-4.02
29	ASR	3.67	-3.98
30	TNSR	0.82	-3.93

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balita sa US na may malaking epekto sa merkado

sa	balita	araw	petsa	oras
1	FOMC Member Bostic Speaks (FOMC Member Bostic Speaks)	Lunes (Mon)	20-05-2024	19:30
2	FOMC Member Bostic Speaks (FOMC Member Bostic Speaks)	Lunes (Mon)	20-05-2024	20:45
3	Pahayag ng Miyembro ng FED (Christopher J. Waller). (FOMC Member Waller Speaks)	Lunes (Mon)	20-05-2024	21:00
4	Pahayag ng Fed Member (Barr). (FOMC Member Barr Speaks)	Lunes (Mon)	20-05-2024	21:00
5	Pahayag ng Miyembro ng FED (Jefferson). (FOMC Member Jefferson Speaks)	Lunes (Mon)	20-05-2024	22:30
6	Pahayag ng Miyembro ng FED (Loretta J. Mester). (FOMC Member Mester Speaks)	Martes (Tue)	21-05-2024	02:00
7	Pahayag ng Kalihim ng Treasury ng US (Jenet Yellen). (Treasury Sec Yellen Speaks)	Martes (Tue)	21-05-2024	16:00
8	Pahayag ng Miyembro ng FED (Christopher J. Waller). (FOMC Member Waller Speaks)	Martes (Tue)	21-05-2024	21:00
9	FOMC Member Barkin Speaks (FOMC Member Barkin Speaks)	Martes (Tue)	21-05-2024	21:00
10	Pahayag ng Miyembro ng FED (Williams). (FOMC Member Williams Speaks)	Martes (Tue)	21-05-2024	21:05
11	FOMC Member Bostic Speaks (FOMC Member Bostic Speaks)	Martes (Tue)	21-05-2024	21:10
12	Pahayag ng Fed Member (Barr). (FOMC Member Barr Speaks)	Martes (Tue)	21-05-2024	23:45
13	Pahayag ng Miyembro ng FED (Loretta J. Mester). (FOMC Member Mester Speaks)	Miyerkules (Wed)	22-05-2024	07:00
14	Ulat sa pagbebenta ng bahay sa US (Existing Home Sales)	Miyerkules (Wed)	22-05-2024	22:00
15	ulat ng imbentaryo ng krudo (Crude Oil Inventories)	Miyerkules (Wed)	22-05-2024	22:30
16	Pagpupulong ng Fed Monetary Policy Committee (FOMC Meeting Minutes)	Huwebes (Thur)	23-05-2024	02:00
17	Mga numero ng kawalan ng trabaho sa US (Unemployment Claims)	Huwebes (Thur)	23-05-2024	20:30
18	Tinantyang produksyon ng mga kalakal ng US (Flash Manufacturing PMI)	Huwebes (Thur)	23-05-2024	21:45
19	Mga pagtatantya sa Serbisyo ng US (Flash Services PMI)	Huwebes (Thur)	23-05-2024	21:45
20	Ulat ng bagong benta ng bahay sa US (New Home Sales)	Huwebes (Thur)	23-05-2024	22:00
21	Ulat ng mga reserbang natural gas (Natural Gas Storage)	Huwebes (Thur)	23-05-2024	22:30
22	FOMC Member Bostic Speaks (FOMC Member Bostic Speaks)	Biyernes (Fri)	24-05-2024	03:00
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24	Buwanang mga order para sa matibay na mga kalakal (Durable Goods Orders m/m)	Biyernes (Fri)	24-05-2024	20:30
25	Pahayag ng Miyembro ng FED (Christopher J. Waller). (FOMC Member Waller Speaks)	Biyernes (Fri)	24-05-2024	21:35
26	Pagpapabuti ng mga numero ng Consumer Confidence Index (Revised UoM Consumer Sentiment)	Biyernes (Fri)	24-05-2024	22:00
27	Inaasahang Inflation Report mula sa Unibersidad ng Michigan (Revised UoM Inflation Expectations)	Biyernes (Fri)	24-05-2024	22:00

CFTC ay naghahanap ng feedback sa paggamit ng AI sa pagsunod at dynamics ng merkado (CFTC seeks feedback on AI use in compliance and market dynamics)